/* Generated by Cython 0.21 */

#define PY_SSIZE_T_CLEAN
#ifndef CYTHON_USE_PYLONG_INTERNALS
#ifdef PYLONG_BITS_IN_DIGIT
#define CYTHON_USE_PYLONG_INTERNALS 0
#else
#include "pyconfig.h"
#ifdef PYLONG_BITS_IN_DIGIT
#define CYTHON_USE_PYLONG_INTERNALS 1
#else
#define CYTHON_USE_PYLONG_INTERNALS 0
#endif
#endif
#endif
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000)
    #error Cython requires Python 2.6+ or Python 3.2+.
#else
#define CYTHON_ABI "0_21"
#include <stddef.h>
#ifndef offsetof
#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
#define CYTHON_COMPILING_IN_PYPY 1
#define CYTHON_COMPILING_IN_CPYTHON 0
#else
#define CYTHON_COMPILING_IN_PYPY 0
#define CYTHON_COMPILING_IN_CPYTHON 1
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600
#define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyType_Type
#endif
#if PY_MAJOR_VERSION >= 3
  #define Py_TPFLAGS_CHECKTYPES 0
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#if PY_MAJOR_VERSION >= 3
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#if PY_VERSION_HEX < 0x030400a1 && !defined(Py_TPFLAGS_HAVE_FINALIZE)
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ? \
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
#else
  #define CYTHON_PEP393_ENABLED 0
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ? \
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
#endif
#ifndef CYTHON_INLINE
  #if defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and
   a nonzero mantissa means NaN. If the first bit in the mantissa is 1, it is
   a quiet NaN. */
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif
#ifdef __cplusplus
template<typename T>
void __Pyx_call_destructor(T* x) {
    x->~T();
}
#endif


#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
#else
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
#endif

#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__pandas__lib
#define __PYX_HAVE_API__pandas__lib
#include "string.h"
#include "stdio.h"
#include "stdlib.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include "pythread.h"
#include "headers/stdint.h"
#include "datetime.h"
#include "datetime_helper.h"
#include "numpy/ndarrayobject.h"
#include "numpy_helper.h"
#include "numpy/npy_common.h"
#include "datetime/np_datetime.h"
#include "datetime/np_datetime_strings.h"
#include "math.h"
#include "parse_helper.h"
#include "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif

#ifndef CYTHON_UNUSED
# if defined(__GNUC__)
#   if !(defined(__cplusplus)) || (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 4))
#     define CYTHON_UNUSED __attribute__ ((__unused__))
#   else
#     define CYTHON_UNUSED
#   endif
# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER))
#   define CYTHON_UNUSED __attribute__ ((__unused__))
# else
#   define CYTHON_UNUSED
# endif
#endif
typedef struct {PyObject **p; char *s; const Py_ssize_t n; const char* encoding;
                const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry;

#define __PYX_DEFAULT_STRING_ENCODING_IS_ASCII 0
#define __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT 0
#define __PYX_DEFAULT_STRING_ENCODING ""
#define __Pyx_PyObject_FromString __Pyx_PyBytes_FromString
#define __Pyx_PyObject_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#define __Pyx_fits_Py_ssize_t(v, type, is_signed)  (    \
    (sizeof(type) < sizeof(Py_ssize_t))  ||             \
    (sizeof(type) > sizeof(Py_ssize_t) &&               \
          likely(v < (type)PY_SSIZE_T_MAX ||            \
                 v == (type)PY_SSIZE_T_MAX)  &&         \
          (!is_signed || likely(v > (type)PY_SSIZE_T_MIN ||       \
                                v == (type)PY_SSIZE_T_MIN)))  ||  \
    (sizeof(type) == sizeof(Py_ssize_t) &&              \
          (is_signed || likely(v < (type)PY_SSIZE_T_MAX ||        \
                               v == (type)PY_SSIZE_T_MAX)))  )
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*);
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length);
#define __Pyx_PyByteArray_FromString(s) PyByteArray_FromStringAndSize((const char*)s, strlen((const char*)s))
#define __Pyx_PyByteArray_FromStringAndSize(s, l) PyByteArray_FromStringAndSize((const char*)s, l)
#define __Pyx_PyBytes_FromString        PyBytes_FromString
#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize
static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char*);
#if PY_MAJOR_VERSION < 3
    #define __Pyx_PyStr_FromString        __Pyx_PyBytes_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyBytes_FromStringAndSize
#else
    #define __Pyx_PyStr_FromString        __Pyx_PyUnicode_FromString
    #define __Pyx_PyStr_FromStringAndSize __Pyx_PyUnicode_FromStringAndSize
#endif
#define __Pyx_PyObject_AsSString(s)    ((signed char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_AsUString(s)    ((unsigned char*) __Pyx_PyObject_AsString(s))
#define __Pyx_PyObject_FromUString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromUString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromUString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromUString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((const char*)s)
#if PY_MAJOR_VERSION < 3
static CYTHON_INLINE size_t __Pyx_Py_UNICODE_strlen(const Py_UNICODE *u)
{
    const Py_UNICODE *u_end = u;
    while (*u_end++) ;
    return (size_t)(u_end - u - 1);
}
#else
#define __Pyx_Py_UNICODE_strlen Py_UNICODE_strlen
#endif
#define __Pyx_PyUnicode_FromUnicode(u)       PyUnicode_FromUnicode(u, __Pyx_Py_UNICODE_strlen(u))
#define __Pyx_PyUnicode_FromUnicodeAndLength PyUnicode_FromUnicode
#define __Pyx_PyUnicode_AsUnicode            PyUnicode_AsUnicode
#define __Pyx_Owned_Py_None(b) (Py_INCREF(Py_None), Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? (Py_INCREF(Py_True), Py_True) : (Py_INCREF(Py_False), Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x);
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject*);
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t);
#if CYTHON_COMPILING_IN_CPYTHON
#define __pyx_PyFloat_AsDouble(x) (PyFloat_CheckExact(x) ? PyFloat_AS_DOUBLE(x) : PyFloat_AsDouble(x))
#else
#define __pyx_PyFloat_AsDouble(x) PyFloat_AsDouble(x)
#endif
#define __pyx_PyFloat_AsFloat(x) ((float) __pyx_PyFloat_AsDouble(x))
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
static int __Pyx_sys_getdefaultencoding_not_ascii;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    PyObject* ascii_chars_u = NULL;
    PyObject* ascii_chars_b = NULL;
    const char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    if (strcmp(default_encoding_c, "ascii") == 0) {
        __Pyx_sys_getdefaultencoding_not_ascii = 0;
    } else {
        char ascii_chars[128];
        int c;
        for (c = 0; c < 128; c++) {
            ascii_chars[c] = c;
        }
        __Pyx_sys_getdefaultencoding_not_ascii = 1;
        ascii_chars_u = PyUnicode_DecodeASCII(ascii_chars, 128, NULL);
        if (!ascii_chars_u) goto bad;
        ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL);
        if (!ascii_chars_b || !PyBytes_Check(ascii_chars_b) || memcmp(ascii_chars, PyBytes_AS_STRING(ascii_chars_b), 128) != 0) {
            PyErr_Format(
                PyExc_ValueError,
                "This module compiled with c_string_encoding=ascii, but default encoding '%.200s' is not a superset of ascii.",
                default_encoding_c);
            goto bad;
        }
        Py_DECREF(ascii_chars_u);
        Py_DECREF(ascii_chars_b);
    }
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    Py_XDECREF(ascii_chars_u);
    Py_XDECREF(ascii_chars_b);
    return -1;
}
#endif
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT && PY_MAJOR_VERSION >= 3
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_DecodeUTF8(c_str, size, NULL)
#else
#define __Pyx_PyUnicode_FromStringAndSize(c_str, size) PyUnicode_Decode(c_str, size, __PYX_DEFAULT_STRING_ENCODING, NULL)
#if __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
static char* __PYX_DEFAULT_STRING_ENCODING;
static int __Pyx_init_sys_getdefaultencoding_params(void) {
    PyObject* sys;
    PyObject* default_encoding = NULL;
    char* default_encoding_c;
    sys = PyImport_ImportModule("sys");
    if (!sys) goto bad;
    default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL);
    Py_DECREF(sys);
    if (!default_encoding) goto bad;
    default_encoding_c = PyBytes_AsString(default_encoding);
    if (!default_encoding_c) goto bad;
    __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c));
    if (!__PYX_DEFAULT_STRING_ENCODING) goto bad;
    strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c);
    Py_DECREF(default_encoding);
    return 0;
bad:
    Py_XDECREF(default_encoding);
    return -1;
}
#endif
#endif


/* Test for GCC > 2.95 */
#if defined(__GNUC__)     && (__GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)))
  #define likely(x)   __builtin_expect(!!(x), 1)
  #define unlikely(x) __builtin_expect(!!(x), 0)
#else /* !__GNUC__ or GCC < 2.95 */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */

static PyObject *__pyx_m;
static PyObject *__pyx_d;
static PyObject *__pyx_b;
static PyObject *__pyx_empty_tuple;
static PyObject *__pyx_empty_bytes;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;

#if !defined(CYTHON_CCOMPLEX)
  #if defined(__cplusplus)
    #define CYTHON_CCOMPLEX 1
  #elif defined(_Complex_I)
    #define CYTHON_CCOMPLEX 1
  #else
    #define CYTHON_CCOMPLEX 0
  #endif
#endif
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #include <complex>
  #else
    #include <complex.h>
  #endif
#endif
#if CYTHON_CCOMPLEX && !defined(__cplusplus) && defined(__sun__) && defined(__GNUC__)
  #undef _Complex_I
  #define _Complex_I 1.0fj
#endif


static const char *__pyx_f[] = {
  "pandas/lib.pyx",
  "pandas/src/reduce.pyx",
  "pandas/src/inference.pyx",
  "pandas/src/properties.pyx",
  "pandas/src/datetime.pxd",
  "pandas/src/numpy.pxd",
  "pandas/src/util.pxd",
  "stringsource",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
};
#define IS_UNSIGNED(type) (((type) -1) > 0)
struct __Pyx_StructField_;
#define __PYX_BUF_FLAGS_PACKED_STRUCT (1 << 0)
typedef struct {
  const char* name;
  struct __Pyx_StructField_* fields;
  size_t size;
  size_t arraysize[8];
  int ndim;
  char typegroup;
  char is_unsigned;
  int flags;
} __Pyx_TypeInfo;
typedef struct __Pyx_StructField_ {
  __Pyx_TypeInfo* type;
  const char* name;
  size_t offset;
} __Pyx_StructField;
typedef struct {
  __Pyx_StructField* field;
  size_t parent_offset;
} __Pyx_BufFmt_StackElem;
typedef struct {
  __Pyx_StructField root;
  __Pyx_BufFmt_StackElem* head;
  size_t fmt_offset;
  size_t new_count, enc_count;
  size_t struct_alignment;
  int is_complex;
  char enc_type;
  char new_packmode;
  char enc_packmode;
  char is_valid_array;
} __Pyx_BufFmt_Context;

struct __pyx_memoryview_obj;
typedef struct {
  struct __pyx_memoryview_obj *memview;
  char *data;
  Py_ssize_t shape[8];
  Py_ssize_t strides[8];
  Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;

#include <pythread.h>
#ifndef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 1
#endif
#define __pyx_atomic_int_type int
#if CYTHON_ATOMICS && __GNUC__ >= 4 && (__GNUC_MINOR__ > 1 ||           \
                    (__GNUC_MINOR__ == 1 && __GNUC_PATCHLEVEL >= 2)) && \
                    !defined(__i386__)
    #define __pyx_atomic_incr_aligned(value, lock) __sync_fetch_and_add(value, 1)
    #define __pyx_atomic_decr_aligned(value, lock) __sync_fetch_and_sub(value, 1)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using GNU atomics"
    #endif
#elif CYTHON_ATOMICS && MSC_VER
    #include <Windows.h>
    #define __pyx_atomic_int_type LONG
    #define __pyx_atomic_incr_aligned(value, lock) InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using MSVC atomics"
    #endif
#elif CYTHON_ATOMICS && (defined(__ICC) || defined(__INTEL_COMPILER)) && 0
    #define __pyx_atomic_incr_aligned(value, lock) _InterlockedIncrement(value)
    #define __pyx_atomic_decr_aligned(value, lock) _InterlockedDecrement(value)
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Using Intel atomics"
    #endif
#else
    #undef CYTHON_ATOMICS
    #define CYTHON_ATOMICS 0
    #ifdef __PYX_DEBUG_ATOMICS
        #warning "Not using atomics"
    #endif
#endif
typedef volatile __pyx_atomic_int_type __pyx_atomic_int;
#if CYTHON_ATOMICS
    #define __pyx_add_acquisition_count(memview) \
             __pyx_atomic_incr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview) \
            __pyx_atomic_decr_aligned(__pyx_get_slice_count_pointer(memview), memview->lock)
#else
    #define __pyx_add_acquisition_count(memview) \
            __pyx_add_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
    #define __pyx_sub_acquisition_count(memview) \
            __pyx_sub_acquisition_count_locked(__pyx_get_slice_count_pointer(memview), memview->lock)
#endif


/* "numpy.pxd":726
 * # in Cython to enable them only on the right systems.
 * 
 * ctypedef npy_int8       int8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 */
typedef npy_int8 __pyx_t_5numpy_int8_t;

/* "numpy.pxd":727
 * 
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t
 */
typedef npy_int16 __pyx_t_5numpy_int16_t;

/* "numpy.pxd":728
 * ctypedef npy_int8       int8_t
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_int64      int64_t
 * #ctypedef npy_int96      int96_t
 */
typedef npy_int32 __pyx_t_5numpy_int32_t;

/* "numpy.pxd":729
 * ctypedef npy_int16      int16_t
 * ctypedef npy_int32      int32_t
 * ctypedef npy_int64      int64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_int96      int96_t
 * #ctypedef npy_int128     int128_t
 */
typedef npy_int64 __pyx_t_5numpy_int64_t;

/* "numpy.pxd":733
 * #ctypedef npy_int128     int128_t
 * 
 * ctypedef npy_uint8      uint8_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 */
typedef npy_uint8 __pyx_t_5numpy_uint8_t;

/* "numpy.pxd":734
 * 
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t
 */
typedef npy_uint16 __pyx_t_5numpy_uint16_t;

/* "numpy.pxd":735
 * ctypedef npy_uint8      uint8_t
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uint64     uint64_t
 * #ctypedef npy_uint96     uint96_t
 */
typedef npy_uint32 __pyx_t_5numpy_uint32_t;

/* "numpy.pxd":736
 * ctypedef npy_uint16     uint16_t
 * ctypedef npy_uint32     uint32_t
 * ctypedef npy_uint64     uint64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_uint96     uint96_t
 * #ctypedef npy_uint128    uint128_t
 */
typedef npy_uint64 __pyx_t_5numpy_uint64_t;

/* "numpy.pxd":740
 * #ctypedef npy_uint128    uint128_t
 * 
 * ctypedef npy_float16    float16_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t
 */
typedef npy_float16 __pyx_t_5numpy_float16_t;

/* "numpy.pxd":741
 * 
 * ctypedef npy_float16    float16_t
 * ctypedef npy_float32    float32_t             # <<<<<<<<<<<<<<
 * ctypedef npy_float64    float64_t
 * #ctypedef npy_float80    float80_t
 */
typedef npy_float32 __pyx_t_5numpy_float32_t;

/* "numpy.pxd":742
 * ctypedef npy_float16    float16_t
 * ctypedef npy_float32    float32_t
 * ctypedef npy_float64    float64_t             # <<<<<<<<<<<<<<
 * #ctypedef npy_float80    float80_t
 * #ctypedef npy_float128   float128_t
 */
typedef npy_float64 __pyx_t_5numpy_float64_t;

/* "numpy.pxd":751
 * # The int types are mapped a bit surprising --
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t
 */
typedef npy_long __pyx_t_5numpy_int_t;

/* "numpy.pxd":752
 * # numpy.int corresponds to 'l' and numpy.long to 'q'
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longlong   longlong_t
 * 
 */
typedef npy_longlong __pyx_t_5numpy_long_t;

/* "numpy.pxd":753
 * ctypedef npy_long       int_t
 * ctypedef npy_longlong   long_t
 * ctypedef npy_longlong   longlong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_ulong      uint_t
 */
typedef npy_longlong __pyx_t_5numpy_longlong_t;

/* "numpy.pxd":755
 * ctypedef npy_longlong   longlong_t
 * 
 * ctypedef npy_ulong      uint_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t
 */
typedef npy_ulong __pyx_t_5numpy_uint_t;

/* "numpy.pxd":756
 * 
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t             # <<<<<<<<<<<<<<
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 */
typedef npy_ulonglong __pyx_t_5numpy_ulong_t;

/* "numpy.pxd":757
 * ctypedef npy_ulong      uint_t
 * ctypedef npy_ulonglong  ulong_t
 * ctypedef npy_ulonglong  ulonglong_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_intp       intp_t
 */
typedef npy_ulonglong __pyx_t_5numpy_ulonglong_t;

/* "numpy.pxd":759
 * ctypedef npy_ulonglong  ulonglong_t
 * 
 * ctypedef npy_intp       intp_t             # <<<<<<<<<<<<<<
 * ctypedef npy_uintp      uintp_t
 * 
 */
typedef npy_intp __pyx_t_5numpy_intp_t;

/* "numpy.pxd":760
 * 
 * ctypedef npy_intp       intp_t
 * ctypedef npy_uintp      uintp_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_double     float_t
 */
typedef npy_uintp __pyx_t_5numpy_uintp_t;

/* "numpy.pxd":762
 * ctypedef npy_uintp      uintp_t
 * 
 * ctypedef npy_double     float_t             # <<<<<<<<<<<<<<
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t
 */
typedef npy_double __pyx_t_5numpy_float_t;

/* "numpy.pxd":763
 * 
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t             # <<<<<<<<<<<<<<
 * ctypedef npy_longdouble longdouble_t
 * 
 */
typedef npy_double __pyx_t_5numpy_double_t;

/* "numpy.pxd":764
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;

/* "pandas/lib.pyx":54
 * cdef int64_t NPY_NAT = util.get_nat()
 * 
 * ctypedef unsigned char UChar             # <<<<<<<<<<<<<<
 * 
 * cimport util
 */
typedef unsigned char __pyx_t_6pandas_3lib_UChar;
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif


/*--- Type declarations ---*/
struct __pyx_obj_6pandas_3lib__PandasNull;
struct __pyx_obj_6pandas_3lib_BlockPlacement;
struct __pyx_obj_6pandas_3lib_Reducer;
struct __pyx_obj_6pandas_3lib_SeriesBinGrouper;
struct __pyx_obj_6pandas_3lib_SeriesGrouper;
struct __pyx_obj_6pandas_3lib_Slider;
struct __pyx_obj_6pandas_3lib_BlockSlider;
struct __pyx_obj_6pandas_3lib_cache_readonly;
struct __pyx_obj_6pandas_3lib_AxisProperty;
struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers;
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr;
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates;
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;

/* "numpy.pxd":766
 * ctypedef npy_longdouble longdouble_t
 * 
 * ctypedef npy_cfloat      cfloat_t             # <<<<<<<<<<<<<<
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t
 */
typedef npy_cfloat __pyx_t_5numpy_cfloat_t;

/* "numpy.pxd":767
 * 
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "numpy.pxd":768
 * ctypedef npy_cfloat      cfloat_t
 * ctypedef npy_cdouble     cdouble_t
 * ctypedef npy_clongdouble clongdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cdouble     complex_t
 */
typedef npy_clongdouble __pyx_t_5numpy_clongdouble_t;

/* "numpy.pxd":770
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex;
struct __pyx_opt_args_6pandas_3lib_slice_len;

/* "pandas/lib.pyx":1519
 * 
 * 
 * cpdef slice_get_indices_ex(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX):             # <<<<<<<<<<<<<<
 *     """
 *     Get (start, stop, step, length) tuple for a slice.
 */
struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex {
  int __pyx_n;
  Py_ssize_t objlen;
};

/* "pandas/lib.pyx":1538
 * 
 * 
 * cpdef Py_ssize_t slice_len(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX) except -1:             # <<<<<<<<<<<<<<
 *     """
 *     Get length of a bounded slice.
 */
struct __pyx_opt_args_6pandas_3lib_slice_len {
  int __pyx_n;
  Py_ssize_t objlen;
};

/* "pandas/lib.pyx":1195
 *     return counts
 * 
 * cdef class _PandasNull:             # <<<<<<<<<<<<<<
 * 
 *     def __richcmp__(_PandasNull self, object other, int op):
 */
struct __pyx_obj_6pandas_3lib__PandasNull {
  PyObject_HEAD
};


/* "pandas/lib.pyx":1595
 * 
 * 
 * cdef class BlockPlacement:             # <<<<<<<<<<<<<<
 *     # __slots__ = '_as_slice', '_as_array', '_len'
 *     cdef slice _as_slice
 */
struct __pyx_obj_6pandas_3lib_BlockPlacement {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *__pyx_vtab;
  PyObject *_as_slice;
  PyObject *_as_array;
  int _has_slice;
  int _has_array;
  int _is_known_slice_like;
};


/* "pandas/src/reduce.pyx":9
 * is_numpy_prior_1_6_2 = LooseVersion(np.__version__) < '1.6.2'
 * 
 * cdef class Reducer:             # <<<<<<<<<<<<<<
 *     '''
 *     Performs generic reduction operation on a C or Fortran-contiguous ndarray
 */
struct __pyx_obj_6pandas_3lib_Reducer {
  PyObject_HEAD
  Py_ssize_t increment;
  Py_ssize_t chunksize;
  Py_ssize_t nresults;
  PyObject *arr;
  PyObject *dummy;
  PyObject *f;
  PyObject *labels;
  PyObject *typ;
  PyObject *ityp;
  PyObject *index;
};


/* "pandas/src/reduce.pyx":158
 * 
 * 
 * cdef class SeriesBinGrouper:             # <<<<<<<<<<<<<<
 *     '''
 *     Performs grouping operation according to bin edges, rather than labels
 */
struct __pyx_obj_6pandas_3lib_SeriesBinGrouper {
  PyObject_HEAD
  Py_ssize_t nresults;
  Py_ssize_t ngroups;
  int passed_dummy;
  PyObject *arr;
  PyObject *index;
  PyObject *dummy_arr;
  PyObject *dummy_index;
  PyObject *values;
  PyObject *f;
  PyObject *bins;
  PyObject *typ;
  PyObject *ityp;
  PyObject *name;
};


/* "pandas/src/reduce.pyx":291
 * 
 * 
 * cdef class SeriesGrouper:             # <<<<<<<<<<<<<<
 *     '''
 *     Performs generic grouping operation while avoiding ndarray construction
 */
struct __pyx_obj_6pandas_3lib_SeriesGrouper {
  PyObject_HEAD
  Py_ssize_t nresults;
  Py_ssize_t ngroups;
  int passed_dummy;
  PyObject *arr;
  PyObject *index;
  PyObject *dummy_arr;
  PyObject *dummy_index;
  PyObject *f;
  PyObject *labels;
  PyObject *values;
  PyObject *typ;
  PyObject *ityp;
  PyObject *name;
};


/* "pandas/src/reduce.pyx":436
 *     return res
 * 
 * cdef class Slider:             # <<<<<<<<<<<<<<
 *     '''
 *     Only handles contiguous data for now
 */
struct __pyx_obj_6pandas_3lib_Slider {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_3lib_Slider *__pyx_vtab;
  PyArrayObject *values;
  PyArrayObject *buf;
  Py_ssize_t stride;
  Py_ssize_t orig_len;
  Py_ssize_t orig_stride;
  char *orig_data;
};


/* "pandas/src/reduce.pyx":540
 *     return results, mutated
 * 
 * cdef class BlockSlider:             # <<<<<<<<<<<<<<
 *     '''
 *     Only capable of sliding on axis=0
 */
struct __pyx_obj_6pandas_3lib_BlockSlider {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_3lib_BlockSlider *__pyx_vtab;
  PyObject *frame;
  PyObject *dummy;
  PyObject *index;
  int nblocks;
  struct __pyx_obj_6pandas_3lib_Slider *idx_slider;
  PyObject *blocks;
  char **base_ptrs;
};


/* "pandas/src/properties.pyx":4
 * 
 * 
 * cdef class cache_readonly(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef readonly:
 */
struct __pyx_obj_6pandas_3lib_cache_readonly {
  PyObject_HEAD
  PyObject *func;
  PyObject *name;
  PyObject *allow_setting;
};


/* "pandas/src/properties.pyx":53
 *         PyDict_SetItem(cache, self.name, value)
 * 
 * cdef class AxisProperty(object):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t axis
 */
struct __pyx_obj_6pandas_3lib_AxisProperty {
  PyObject_HEAD
  Py_ssize_t axis;
};


/* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */
struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers {
  PyObject_HEAD
  PyObject *__pyx_v_blkno;
  __Pyx_memviewslice __pyx_v_blknos;
  __pyx_t_5numpy_int64_t __pyx_v_cur_blkno;
  Py_ssize_t __pyx_v_diff;
  PyObject *__pyx_v_genexpr;
  int __pyx_v_group;
  PyObject *__pyx_v_group_dict;
  PyObject *__pyx_v_group_order;
  PyObject *__pyx_v_group_slices;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  __Pyx_memviewslice __pyx_v_res_view;
  PyObject *__pyx_v_result;
  PyObject *__pyx_v_slices;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  PyObject *__pyx_v_tot_len;
  Py_ssize_t __pyx_t_0;
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
};


/* "pandas/lib.pyx":1421
 *                     yield blkno, slice(slices[0][0], slices[0][1])
 *                 else:
 *                     tot_len = sum(stop - start for start, stop in slices)             # <<<<<<<<<<<<<<
 *                     result = np.empty(tot_len, dtype=np.int64)
 *                     res_view = result
 */
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr {
  PyObject_HEAD
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *__pyx_outer_scope;
  PyObject *__pyx_v_start;
  PyObject *__pyx_v_stop;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};


/* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates {
  PyObject_HEAD
  PyObject *__pyx_v_dayfirst;
  PyObject *__pyx_v_default;
  PyObject *__pyx_v_parse;
};


/* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */
struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time {
  PyObject_HEAD
  PyObject *__pyx_v_date;
  PyObject *__pyx_v_dayfirst;
  PyObject *__pyx_v_default;
  PyObject *__pyx_v_parse;
  PyObject *__pyx_v_time;
};


/* "View.MemoryView":99
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */
struct __pyx_array_obj {
  PyObject_HEAD
  char *data;
  Py_ssize_t len;
  char *format;
  int ndim;
  Py_ssize_t *_shape;
  Py_ssize_t *_strides;
  Py_ssize_t itemsize;
  PyObject *mode;
  PyObject *_format;
  void (*callback_free_data)(void *);
  int free_data;
  int dtype_is_object;
};


/* "View.MemoryView":269
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */
struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
  PyObject *name;
};


/* "View.MemoryView":302
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */
struct __pyx_memoryview_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;
  PyObject *obj;
  PyObject *_size;
  PyObject *_array_interface;
  PyThread_type_lock lock;
  __pyx_atomic_int acquisition_count[2];
  __pyx_atomic_int *acquisition_count_aligned_p;
  Py_buffer view;
  int flags;
  int dtype_is_object;
  __Pyx_TypeInfo *typeinfo;
};


/* "View.MemoryView":922
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */
struct __pyx_memoryviewslice_obj {
  struct __pyx_memoryview_obj __pyx_base;
  __Pyx_memviewslice from_slice;
  PyObject *from_object;
  PyObject *(*to_object_func)(char *);
  int (*to_dtype_func)(char *, PyObject *);
};



/* "pandas/lib.pyx":1595
 * 
 * 
 * cdef class BlockPlacement:             # <<<<<<<<<<<<<<
 *     # __slots__ = '_as_slice', '_as_array', '_len'
 *     cdef slice _as_slice
 */

struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement {
  PyObject *(*iadd)(struct __pyx_obj_6pandas_3lib_BlockPlacement *, PyObject *);
  struct __pyx_obj_6pandas_3lib_BlockPlacement *(*copy)(struct __pyx_obj_6pandas_3lib_BlockPlacement *);
  PyObject *(*_ensure_has_slice)(struct __pyx_obj_6pandas_3lib_BlockPlacement *);
};
static struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *__pyx_vtabptr_6pandas_3lib_BlockPlacement;


/* "pandas/src/reduce.pyx":436
 *     return res
 * 
 * cdef class Slider:             # <<<<<<<<<<<<<<
 *     '''
 *     Only handles contiguous data for now
 */

struct __pyx_vtabstruct_6pandas_3lib_Slider {
  PyObject *(*advance)(struct __pyx_obj_6pandas_3lib_Slider *, Py_ssize_t, int __pyx_skip_dispatch);
  PyObject *(*move)(struct __pyx_obj_6pandas_3lib_Slider *, int, int);
  PyObject *(*set_length)(struct __pyx_obj_6pandas_3lib_Slider *, Py_ssize_t, int __pyx_skip_dispatch);
  PyObject *(*reset)(struct __pyx_obj_6pandas_3lib_Slider *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_3lib_Slider *__pyx_vtabptr_6pandas_3lib_Slider;


/* "pandas/src/reduce.pyx":540
 *     return results, mutated
 * 
 * cdef class BlockSlider:             # <<<<<<<<<<<<<<
 *     '''
 *     Only capable of sliding on axis=0
 */

struct __pyx_vtabstruct_6pandas_3lib_BlockSlider {
  PyObject *(*move)(struct __pyx_obj_6pandas_3lib_BlockSlider *, int, int, int __pyx_skip_dispatch);
  PyObject *(*reset)(struct __pyx_obj_6pandas_3lib_BlockSlider *);
};
static struct __pyx_vtabstruct_6pandas_3lib_BlockSlider *__pyx_vtabptr_6pandas_3lib_BlockSlider;


/* "View.MemoryView":302
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */

struct __pyx_vtabstruct_memoryview {
  char *(*get_item_pointer)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*is_slice)(struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_slice_assignment)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*setitem_slice_assign_scalar)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *);
  PyObject *(*setitem_indexed)(struct __pyx_memoryview_obj *, PyObject *, PyObject *);
  PyObject *(*convert_item_to_object)(struct __pyx_memoryview_obj *, char *);
  PyObject *(*assign_item_from_object)(struct __pyx_memoryview_obj *, char *, PyObject *);
};
static struct __pyx_vtabstruct_memoryview *__pyx_vtabptr_memoryview;


/* "View.MemoryView":922
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */

struct __pyx_vtabstruct__memoryviewslice {
  struct __pyx_vtabstruct_memoryview __pyx_base;
};
static struct __pyx_vtabstruct__memoryviewslice *__pyx_vtabptr__memoryviewslice;
#ifndef CYTHON_REFNANNY
  #define CYTHON_REFNANNY 0
#endif
#if CYTHON_REFNANNY
  typedef struct {
    void (*INCREF)(void*, PyObject*, int);
    void (*DECREF)(void*, PyObject*, int);
    void (*GOTREF)(void*, PyObject*, int);
    void (*GIVEREF)(void*, PyObject*, int);
    void* (*SetupContext)(const char*, int, const char*);
    void (*FinishContext)(void**);
  } __Pyx_RefNannyAPIStruct;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNanny = NULL;
  static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname);
  #define __Pyx_RefNannyDeclarations void *__pyx_refnanny = NULL;
#ifdef WITH_THREAD
  #define __Pyx_RefNannySetupContext(name, acquire_gil) \
          if (acquire_gil) { \
              PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); \
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
              PyGILState_Release(__pyx_gilstate_save); \
          } else { \
              __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__); \
          }
#else
  #define __Pyx_RefNannySetupContext(name, acquire_gil) \
          __pyx_refnanny = __Pyx_RefNanny->SetupContext((name), __LINE__, __FILE__)
#endif
  #define __Pyx_RefNannyFinishContext() \
          __Pyx_RefNanny->FinishContext(&__pyx_refnanny)
  #define __Pyx_INCREF(r)  __Pyx_RefNanny->INCREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_DECREF(r)  __Pyx_RefNanny->DECREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GOTREF(r)  __Pyx_RefNanny->GOTREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_GIVEREF(r) __Pyx_RefNanny->GIVEREF(__pyx_refnanny, (PyObject *)(r), __LINE__)
  #define __Pyx_XINCREF(r)  do { if((r) != NULL) {__Pyx_INCREF(r); }} while(0)
  #define __Pyx_XDECREF(r)  do { if((r) != NULL) {__Pyx_DECREF(r); }} while(0)
  #define __Pyx_XGOTREF(r)  do { if((r) != NULL) {__Pyx_GOTREF(r); }} while(0)
  #define __Pyx_XGIVEREF(r) do { if((r) != NULL) {__Pyx_GIVEREF(r);}} while(0)
#else
  #define __Pyx_RefNannyDeclarations
  #define __Pyx_RefNannySetupContext(name, acquire_gil)
  #define __Pyx_RefNannyFinishContext()
  #define __Pyx_INCREF(r) Py_INCREF(r)
  #define __Pyx_DECREF(r) Py_DECREF(r)
  #define __Pyx_GOTREF(r)
  #define __Pyx_GIVEREF(r)
  #define __Pyx_XINCREF(r) Py_XINCREF(r)
  #define __Pyx_XDECREF(r) Py_XDECREF(r)
  #define __Pyx_XGOTREF(r)
  #define __Pyx_XGIVEREF(r)
#endif
#define __Pyx_XDECREF_SET(r, v) do {                            \
        PyObject *tmp = (PyObject *) r;                         \
        r = v; __Pyx_XDECREF(tmp);                              \
    } while (0)
#define __Pyx_DECREF_SET(r, v) do {                             \
        PyObject *tmp = (PyObject *) r;                         \
        r = v; __Pyx_DECREF(tmp);                               \
    } while (0)
#define __Pyx_CLEAR(r)    do { PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);} while(0)
#define __Pyx_XCLEAR(r)   do { if((r) != NULL) {PyObject* tmp = ((PyObject*)(r)); r = NULL; __Pyx_DECREF(tmp);}} while(0)

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_getattro))
        return tp->tp_getattro(obj, attr_name);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_getattr))
        return tp->tp_getattr(obj, PyString_AS_STRING(attr_name));
#endif
    return PyObject_GetAttr(obj, attr_name);
}
#else
#define __Pyx_PyObject_GetAttrStr(o,n) PyObject_GetAttr(o,n)
#endif

static PyObject *__Pyx_GetBuiltinName(PyObject *name);

static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
#else
#define __Pyx_PyObject_Call(func, arg, kw) PyObject_Call(func, arg, kw)
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
#else
#define __Pyx_PyObject_CallNoArg(func) __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL)
#endif

#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \
    __Pyx_GetItemInt_Fast(o, (Py_ssize_t)i, is_list, wraparound, boundscheck) : \
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL) : \
               __Pyx_GetItemInt_Generic(o, to_py_func(i))))
#define __Pyx_GetItemInt_List(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \
    __Pyx_GetItemInt_List_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \
    (PyErr_SetString(PyExc_IndexError, "list index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
#define __Pyx_GetItemInt_Tuple(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \
    __Pyx_GetItemInt_Tuple_Fast(o, (Py_ssize_t)i, wraparound, boundscheck) : \
    (PyErr_SetString(PyExc_IndexError, "tuple index out of range"), (PyObject*)NULL))
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck);

static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact);

static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
    Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found);

static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
    PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \
    const char* function_name);

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);

static void __Pyx_RaiseBufferFallbackError(void);

static void __Pyx_RaiseBufferIndexError(int axis);

static CYTHON_INLINE int __Pyx_PySequence_Contains(PyObject* item, PyObject* seq, int eq) {
    int result = PySequence_Contains(seq, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb);

#define __Pyx_BUF_MAX_NDIMS %(BUF_MAX_NDIMS)d
#define __Pyx_MEMVIEW_DIRECT   1
#define __Pyx_MEMVIEW_PTR      2
#define __Pyx_MEMVIEW_FULL     4
#define __Pyx_MEMVIEW_CONTIG   8
#define __Pyx_MEMVIEW_STRIDED  16
#define __Pyx_MEMVIEW_FOLLOW   32
#define __Pyx_IS_C_CONTIG 1
#define __Pyx_IS_F_CONTIG 2
static int __Pyx_init_memviewslice(
                struct __pyx_memoryview_obj *memview,
                int ndim,
                __Pyx_memviewslice *memviewslice,
                int memview_is_new_reference);
static CYTHON_INLINE int __pyx_add_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
static CYTHON_INLINE int __pyx_sub_acquisition_count_locked(
    __pyx_atomic_int *acquisition_count, PyThread_type_lock lock);
#define __pyx_get_slice_count_pointer(memview) (memview->acquisition_count_aligned_p)
#define __pyx_get_slice_count(memview) (*__pyx_get_slice_count_pointer(memview))
#define __PYX_INC_MEMVIEW(slice, have_gil) __Pyx_INC_MEMVIEW(slice, have_gil, __LINE__)
#define __PYX_XDEC_MEMVIEW(slice, have_gil) __Pyx_XDEC_MEMVIEW(slice, have_gil, __LINE__)
static CYTHON_INLINE void __Pyx_INC_MEMVIEW(__Pyx_memviewslice *, int, int);
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *, int, int);

static void __Pyx_WriteUnraisable(const char *name, int clineno,
                                  int lineno, const char *filename,
                                  int full_traceback);

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

static CYTHON_INLINE int __Pyx_IterFinish(void);

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);

#define __Pyx_BufPtrStrided2d(type, buf, i0, s0, i1, s1) (type)((char*)buf + i0 * s0 + i1 * s1)
static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) {
    int result = PyDict_Contains(dict, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_PyList_Append(L,x) PyList_Append(L,x)
#endif

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb);
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb);

#if PY_MAJOR_VERSION >= 3
static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) {
    PyObject *value;
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (!PyErr_Occurred()) {
            PyObject* args = PyTuple_Pack(1, key);
            if (likely(args))
                PyErr_SetObject(PyExc_KeyError, args);
            Py_XDECREF(args);
        }
        return NULL;
    }
    Py_INCREF(value);
    return value;
}
#else
    #define __Pyx_PyDict_GetItem(d, key) PyObject_GetItem(d, key)
#endif

static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);

#include <string.h>

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#endif

#define __Pyx_SetItemInt(o, i, v, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
    (__Pyx_fits_Py_ssize_t(i, type, is_signed) ? \
    __Pyx_SetItemInt_Fast(o, (Py_ssize_t)i, v, is_list, wraparound, boundscheck) : \
    (is_list ? (PyErr_SetString(PyExc_IndexError, "list assignment index out of range"), -1) : \
               __Pyx_SetItemInt_Generic(o, to_py_func(i), v)))
static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v);
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck);

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */

#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

#define __Pyx_PyObject_DelSlice(obj, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound) \
    __Pyx_PyObject_SetSlice(obj, (PyObject*)NULL, cstart, cstop, py_start, py_stop, py_slice, has_cstart, has_cstop, wraparound)
static CYTHON_INLINE int __Pyx_PyObject_SetSlice(
        PyObject* obj, PyObject* value, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
        int has_cstart, int has_cstop, int wraparound);

static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(PyObject* src, Py_ssize_t start, Py_ssize_t stop);
#else
#define __Pyx_PyList_GetSlice(seq, start, stop)   PySequence_GetSlice(seq, start, stop)
#define __Pyx_PyTuple_GetSlice(seq, start, stop)  PySequence_GetSlice(seq, start, stop)
#endif

static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** py_start, PyObject** py_stop, PyObject** py_slice,
        int has_cstart, int has_cstop, int wraparound);

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);

static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyObject_DelAttrStr(o,n) __Pyx_PyObject_SetAttrStr(o,n,NULL)
static CYTHON_INLINE int __Pyx_PyObject_SetAttrStr(PyObject* obj, PyObject* attr_name, PyObject* value) {
    PyTypeObject* tp = Py_TYPE(obj);
    if (likely(tp->tp_setattro))
        return tp->tp_setattro(obj, attr_name, value);
#if PY_MAJOR_VERSION < 3
    if (likely(tp->tp_setattr))
        return tp->tp_setattr(obj, PyString_AS_STRING(attr_name), value);
#endif
    return PyObject_SetAttr(obj, attr_name, value);
}
#else
#define __Pyx_PyObject_DelAttrStr(o,n)   PyObject_DelAttr(o,n)
#define __Pyx_PyObject_SetAttrStr(o,n,v) PyObject_SetAttr(o,n,v)
#endif

static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);

#define __Pyx_PyDict_Clear(d) (PyDict_Clear(d), 0)

static double __Pyx__PyObject_AsDouble(PyObject* obj);
#if CYTHON_COMPILING_IN_PYPY
#define __Pyx_PyObject_AsDouble(obj) \
(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \
 likely(PyInt_CheckExact(obj)) ? \
 PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj))
#else
#define __Pyx_PyObject_AsDouble(obj) \
((likely(PyFloat_CheckExact(obj))) ? \
 PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj))
#endif

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

#define __Pyx_CyFunction_USED 1
#include <structmember.h>
#define __Pyx_CYFUNCTION_STATICMETHOD  0x01
#define __Pyx_CYFUNCTION_CLASSMETHOD   0x02
#define __Pyx_CYFUNCTION_CCLASS        0x04
#define __Pyx_CyFunction_GetClosure(f) \
    (((__pyx_CyFunctionObject *) (f))->func_closure)
#define __Pyx_CyFunction_GetClassObj(f) \
    (((__pyx_CyFunctionObject *) (f))->func_classobj)
#define __Pyx_CyFunction_Defaults(type, f) \
    ((type *)(((__pyx_CyFunctionObject *) (f))->defaults))
#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \
    ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g)
typedef struct {
    PyCFunctionObject func;
#if PY_VERSION_HEX < 0x030500A0
    PyObject *func_weakreflist;
#endif
    PyObject *func_dict;
    PyObject *func_name;
    PyObject *func_qualname;
    PyObject *func_doc;
    PyObject *func_globals;
    PyObject *func_code;
    PyObject *func_closure;
    PyObject *func_classobj;
    void *defaults;
    int defaults_pyobjects;
    int flags;
    PyObject *defaults_tuple;
    PyObject *defaults_kwdict;
    PyObject *(*defaults_getter)(PyObject *);
    PyObject *func_annotations;
} __pyx_CyFunctionObject;
static PyTypeObject *__pyx_CyFunctionType = 0;
#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, globals, code) \
    __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, globals, code)
static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml,
                                      int flags, PyObject* qualname,
                                      PyObject *self,
                                      PyObject *module, PyObject *globals,
                                      PyObject* code);
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m,
                                                         size_t size,
                                                         int pyobjects);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m,
                                                            PyObject *tuple);
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m,
                                                             PyObject *dict);
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m,
                                                              PyObject *dict);
static int __Pyx_CyFunction_init(void);

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t); /* proto */

#define UNARY_NEG_WOULD_OVERFLOW(x)            (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/
static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors));

static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/
static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject* none = _PyList_Extend((PyListObject*)L, v);
    if (unlikely(!none))
        return -1;
    Py_DECREF(none);
    return 0;
#else
    return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v);
#endif
}

static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */

static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/
static int __Pyx_SetVtable(PyObject *dict, void *vtable);

static PyObject *__Pyx_GetNameInClass(PyObject *nmspace, PyObject *name);

static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases);

static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name, PyObject *qualname,
                                           PyObject *mkw, PyObject *modname, PyObject *doc);
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases, PyObject *dict,
                                      PyObject *mkw, int calculate_metaclass, int allow_py2_metaclass);

typedef struct {
    int code_line;
    PyCodeObject* code_object;
} __Pyx_CodeObjectCacheEntry;
struct __Pyx_CodeObjectCache {
    int count;
    int max_count;
    __Pyx_CodeObjectCacheEntry* entries;
};
static struct __Pyx_CodeObjectCache __pyx_code_cache = {0,0,NULL};
static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line);
static PyCodeObject *__pyx_find_code_object(int code_line);
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object);

static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

typedef struct {
  Py_ssize_t shape, strides, suboffsets;
} __Pyx_Buf_DimInfo;
typedef struct {
  size_t refcount;
  Py_buffer pybuffer;
} __Pyx_Buffer;
typedef struct {
  __Pyx_Buffer *rcbuffer;
  char *data;
  __Pyx_Buf_DimInfo diminfo[8];
} __Pyx_LocalBuf_ND;

#if PY_MAJOR_VERSION < 3
    static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags);
    static void __Pyx_ReleaseBuffer(Py_buffer *view);
#else
    #define __Pyx_GetBuffer PyObject_GetBuffer
    #define __Pyx_ReleaseBuffer PyBuffer_Release
#endif


static Py_ssize_t __Pyx_zeros[] = {0, 0, 0, 0, 0, 0, 0, 0};
static Py_ssize_t __Pyx_minusones[] = {-1, -1, -1, -1, -1, -1, -1, -1};

static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);

static int __pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b);

static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj);

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_float64_t(PyObject *);

static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *);

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value);

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_object(PyObject *);

static PyObject *__pyx_memview_get_nn___pyx_t_5numpy_float64_t(const char *itemp);
static int __pyx_memview_set_nn___pyx_t_5numpy_float64_t(const char *itemp, PyObject *obj);

static CYTHON_INLINE npy_uint8 __Pyx_PyInt_As_npy_uint8(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value);

static PyObject *__pyx_memview_get_object(const char *itemp);
static int __pyx_memview_set_object(const char *itemp, PyObject *obj);

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    #define __Pyx_CREAL(z) ((z).real())
    #define __Pyx_CIMAG(z) ((z).imag())
  #else
    #define __Pyx_CREAL(z) (__real__(z))
    #define __Pyx_CIMAG(z) (__imag__(z))
  #endif
#else
    #define __Pyx_CREAL(z) ((z).real)
    #define __Pyx_CIMAG(z) ((z).imag)
#endif
#if (defined(_WIN32) || defined(__clang__)) && defined(__cplusplus) && CYTHON_CCOMPLEX
    #define __Pyx_SET_CREAL(z,x) ((z).real(x))
    #define __Pyx_SET_CIMAG(z,y) ((z).imag(y))
#else
    #define __Pyx_SET_CREAL(z,x) __Pyx_CREAL(z) = (x)
    #define __Pyx_SET_CIMAG(z,y) __Pyx_CIMAG(z) = (y)
#endif

static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

#if CYTHON_CCOMPLEX
    #define __Pyx_c_eq(a, b)   ((a)==(b))
    #define __Pyx_c_sum(a, b)  ((a)+(b))
    #define __Pyx_c_diff(a, b) ((a)-(b))
    #define __Pyx_c_prod(a, b) ((a)*(b))
    #define __Pyx_c_quot(a, b) ((a)/(b))
    #define __Pyx_c_neg(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zero(z) ((z)==(double)0)
    #define __Pyx_c_conj(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_abs(z)     (::std::abs(z))
        #define __Pyx_c_pow(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zero(z) ((z)==0)
    #define __Pyx_c_conj(z)    (conj(z))
    #if 1
        #define __Pyx_c_abs(z)     (cabs(z))
        #define __Pyx_c_pow(a, b)  (cpow(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex, __pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex);
    static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex);
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex);
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex);
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex, __pyx_t_double_complex);
    #endif
#endif

static __pyx_t_double_complex __Pyx_PyComplex_As___pyx_t_double_complex(PyObject*);

static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *);

static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

#if CYTHON_CCOMPLEX
    #define __Pyx_c_eqf(a, b)   ((a)==(b))
    #define __Pyx_c_sumf(a, b)  ((a)+(b))
    #define __Pyx_c_difff(a, b) ((a)-(b))
    #define __Pyx_c_prodf(a, b) ((a)*(b))
    #define __Pyx_c_quotf(a, b) ((a)/(b))
    #define __Pyx_c_negf(a)     (-(a))
  #ifdef __cplusplus
    #define __Pyx_c_is_zerof(z) ((z)==(float)0)
    #define __Pyx_c_conjf(z)    (::std::conj(z))
    #if 1
        #define __Pyx_c_absf(z)     (::std::abs(z))
        #define __Pyx_c_powf(a, b)  (::std::pow(a, b))
    #endif
  #else
    #define __Pyx_c_is_zerof(z) ((z)==0)
    #define __Pyx_c_conjf(z)    (conjf(z))
    #if 1
        #define __Pyx_c_absf(z)     (cabsf(z))
        #define __Pyx_c_powf(a, b)  (cpowf(a, b))
    #endif
 #endif
#else
    static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex, __pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex);
    static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex);
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex);
    #if 1
        static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex);
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex, __pyx_t_float_complex);
    #endif
#endif

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value);

static int __pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs,
                                        char order, int ndim);

static int __pyx_slices_overlap(__Pyx_memviewslice *slice1,
                                __Pyx_memviewslice *slice2,
                                int ndim, size_t itemsize);

static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object);

static CYTHON_INLINE PyObject *__pyx_capsule_create(void *p, const char *sig);

static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *);

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

#define __Pyx_Generator_USED
#include <structmember.h>
#include <frameobject.h>
typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *);
typedef struct {
    PyObject_HEAD
    __pyx_generator_body_t body;
    PyObject *closure;
    PyObject *exc_type;
    PyObject *exc_value;
    PyObject *exc_traceback;
    PyObject *gi_weakreflist;
    PyObject *classobj;
    PyObject *yieldfrom;
    PyObject *gi_name;
    PyObject *gi_qualname;
    int resume_label;
    char is_running;
} __pyx_GeneratorObject;
static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
                                                  PyObject *closure, PyObject *name, PyObject *qualname);
static int __pyx_Generator_init(void);
static int __Pyx_Generator_clear(PyObject* self);
#if 1 || PY_VERSION_HEX < 0x030300B0
static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue);
#else
#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue)
#endif

static int __Pyx_check_binary_version(void);

#if !defined(__Pyx_PyIdentifier_FromString)
#if PY_MAJOR_VERSION < 3
  #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
#else
  #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
#endif
#endif

static PyObject *__Pyx_ImportModule(const char *name);

static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict);

static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig);

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

static PyObject *__pyx_f_6pandas_3lib_14BlockPlacement_iadd(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other); /* proto*/
static struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_f_6pandas_3lib_14BlockPlacement_copy(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_14BlockPlacement__ensure_has_slice(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_advance(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_k, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_move(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_set_length(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_length, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_reset(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_11BlockSlider_move(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_3lib_11BlockSlider_reset(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/

/* Module declarations from 'cpython.buffer' */

/* Module declarations from 'cpython.ref' */

/* Module declarations from 'libc.string' */

/* Module declarations from 'libc.stdio' */

/* Module declarations from 'cpython.object' */

/* Module declarations from 'libc.stdlib' */

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
static PyTypeObject *__pyx_ptype_5numpy_ndarray = 0;
static PyTypeObject *__pyx_ptype_5numpy_ufunc = 0;
static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *, char *, char *, int *); /*proto*/

/* Module declarations from 'cython.view' */

/* Module declarations from 'cython' */

/* Module declarations from 'cpython.version' */

/* Module declarations from 'cpython.exc' */

/* Module declarations from 'cpython.module' */

/* Module declarations from 'cpython.mem' */

/* Module declarations from 'cpython.tuple' */

/* Module declarations from 'cpython.list' */

/* Module declarations from 'cpython.sequence' */

/* Module declarations from 'cpython.mapping' */

/* Module declarations from 'cpython.iterator' */

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.type' */
static PyTypeObject *__pyx_ptype_7cpython_4type_type = 0;

/* Module declarations from 'cpython.number' */

/* Module declarations from 'cpython.int' */

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.bool' */
static PyTypeObject *__pyx_ptype_7cpython_4bool_bool = 0;

/* Module declarations from 'cpython.long' */

/* Module declarations from 'cpython.float' */

/* Module declarations from '__builtin__' */

/* Module declarations from 'cpython.complex' */
static PyTypeObject *__pyx_ptype_7cpython_7complex_complex = 0;

/* Module declarations from 'cpython.string' */

/* Module declarations from 'cpython.unicode' */

/* Module declarations from 'cpython.dict' */

/* Module declarations from 'cpython.instance' */

/* Module declarations from 'cpython.function' */

/* Module declarations from 'cpython.method' */

/* Module declarations from 'cpython.weakref' */

/* Module declarations from 'cpython.getargs' */

/* Module declarations from 'cpython.pythread' */

/* Module declarations from 'cpython.pystate' */

/* Module declarations from 'cpython.cobject' */

/* Module declarations from 'cpython.oldbuffer' */

/* Module declarations from 'cpython.set' */

/* Module declarations from 'cpython.bytes' */

/* Module declarations from 'cpython.pycapsule' */

/* Module declarations from 'cpython' */

/* Module declarations from 'datetime' */

/* Module declarations from 'datetime' */
static PyTypeObject *__pyx_ptype_8datetime_date = 0;
static PyTypeObject *__pyx_ptype_8datetime_datetime = 0;
static PyTypeObject *__pyx_ptype_8datetime_timedelta = 0;
static CYTHON_INLINE int __pyx_f_8datetime__cstring_to_dts(char *, int, pandas_datetimestruct *, int *, int *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_8datetime__dts_to_pydatetime(pandas_datetimestruct *); /*proto*/

/* Module declarations from 'pandas.tslib' */
static PyObject *(*__pyx_f_6pandas_5tslib_convert_to_tsobject)(PyObject *, PyObject *, PyObject *); /*proto*/
static PyObject *(*__pyx_f_6pandas_5tslib_convert_to_timedelta64)(PyObject *, PyObject *, PyObject *); /*proto*/

/* Module declarations from 'util' */
static CYTHON_INLINE PyObject *__pyx_f_4util_get_value_at(PyArrayObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at(PyArrayObject *, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_4util_is_array(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_4util__checknull(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_4util__checknull_old(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_4util__checknan(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_4util_is_period_object(PyObject *); /*proto*/

/* Module declarations from 'pandas.lib' */
static PyTypeObject *__pyx_ptype_6pandas_3lib__PandasNull = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_BlockPlacement = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_Reducer = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_SeriesBinGrouper = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_SeriesGrouper = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_Slider = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_BlockSlider = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_cache_readonly = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib_AxisProperty = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib___pyx_scope_struct__get_blkno_indexers = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib___pyx_scope_struct_1_genexpr = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib___pyx_scope_struct_2_try_parse_dates = 0;
static PyTypeObject *__pyx_ptype_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static double __pyx_v_6pandas_3lib_NaN;
static double __pyx_v_6pandas_3lib_nan;
static double __pyx_v_6pandas_3lib_NAN;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_3lib_NPY_NAT;
static int __pyx_v_6pandas_3lib__EPOCH_ORD;
static double __pyx_v_6pandas_3lib_INF;
static double __pyx_v_6pandas_3lib_NEGINF;
static double __pyx_v_6pandas_3lib_fINT64_MAX;
static double __pyx_v_6pandas_3lib_fINT64_MIN;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static PyObject *__pyx_f_6pandas_3lib_map_indices_list(PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_3lib_gmtime(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_to_datetime(__pyx_t_5numpy_int64_t, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_to_timestamp(PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_3lib_get_timedelta64_value(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_checknull(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_checknull_old(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyArrayObject *__pyx_f_6pandas_3lib_astype_unicode(PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
static PyArrayObject *__pyx_f_6pandas_3lib_astype_str(PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_indexer_as_slice(__Pyx_memviewslice, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_slice_canonize(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_slice_get_indices_ex(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex *__pyx_optional_args); /*proto*/
static Py_ssize_t __pyx_f_6pandas_3lib_slice_len(PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_3lib_slice_len *__pyx_optional_args); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_3lib__extract_result(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_null_datetimelike(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_datetime(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_date(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_time(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_timedelta(PyObject *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t = { "uint8_t", NULL, sizeof(__pyx_t_5numpy_uint8_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_uint8_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_uint8_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_object = { "Python object", NULL, sizeof(PyObject *), { 0 }, 0, 'O', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t = { "int64_t", NULL, sizeof(__pyx_t_5numpy_int64_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int64_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int64_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo___pyx_t_double_complex = { "double complex", NULL, sizeof(__pyx_t_double_complex), { 0 }, 0, 'C', 0, 0 };
#define __Pyx_MODULE_NAME "pandas.lib"
int __pyx_module_is_main_pandas__lib = 0;

/* Implementation of 'pandas.lib' */
static PyObject *__pyx_builtin_property;
static PyObject *__pyx_builtin_Exception;
static PyObject *__pyx_builtin_AttributeError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_object;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_sum;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_OverflowError;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_RuntimeError;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_xrange;
static PyObject *__pyx_builtin_id;
static PyObject *__pyx_pf_6pandas_3lib_values_from_object(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_2map_indices_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_index); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_4ismember_nans(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_arr, PyObject *__pyx_v_values, int __pyx_v_hasnans); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_6ismember(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_8to_datetime(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_timestamp); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_10to_timestamp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_12array_to_timestamp(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14time64_to_datetime(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16checknull(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_18checknull_old(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_20isscalar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_22item_from_zerodim(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_24isnullobj(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_26isnullobj_old(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_28isnullobj2d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_30isnullobj2d_old(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_32list_to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_34fast_unique(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_36fast_unique_multiple(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arrays); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_38fast_unique_multiple_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lists); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_40fast_unique_multiple_list_gen(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gen); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_42dicts_to_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dicts, PyObject *__pyx_v_columns); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_44fast_zip(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ndarrays); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_46get_reverse_indexer(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_indexer, Py_ssize_t __pyx_v_length); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_48has_infs_f4(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_50has_infs_f8(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_52convert_timestamps(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_54maybe_indices_to_slice(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_indices); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_56maybe_booleans_to_slice(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_58scalar_compare(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_val, PyObject *__pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_60array_equivalent_object(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_62vec_compare(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyObject *__pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_64scalar_binop(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_val, PyObject *__pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_66vec_binop(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyObject *__pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_68astype_intsafe(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_new_dtype); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_70astype_unicode(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_72astype_str(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_74clean_index_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_76max_len_string_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_78string_array_replace_from_nan_rep(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_nan_rep, PyObject *__pyx_v_replace); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_80write_csv_rows(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_data, PyObject *__pyx_v_data_index, int __pyx_v_nlevels, PyObject *__pyx_v_cols, PyObject *__pyx_v_writer); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_82arrmap(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_index, PyObject *__pyx_v_func); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_84is_lexsorted(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_list_of_arrays); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_86generate_bins_dt64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_binner, PyObject *__pyx_v_closed, int __pyx_v_hasnans); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_88row_bool_subset(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_mask); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_90row_bool_subset_object(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_mask); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_92group_count(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, Py_ssize_t __pyx_v_size); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_94lookup_values(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_mapping); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_96count_level_1d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_max_bin); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_98count_level_2d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_max_bin); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11_PandasNull___richcmp__(CYTHON_UNUSED struct __pyx_obj_6pandas_3lib__PandasNull *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /* proto */
static Py_hash_t __pyx_pf_6pandas_3lib_11_PandasNull_2__hash__(CYTHON_UNUSED struct __pyx_obj_6pandas_3lib__PandasNull *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_100fast_zip_fillna(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ndarrays, PyObject *__pyx_v_fill_value); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_102duplicated(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_take_last); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_104generate_slices(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_ngroups); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_106indices_fast(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_index, PyArrayObject *__pyx_v_labels, PyObject *__pyx_v_keys, PyObject *__pyx_v_sorted_labels); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_18get_blkno_indexers_genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_108get_blkno_indexers(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_blknos, int __pyx_v_group); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_111indexer_as_slice(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_vals); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_113slice_canonize(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_s); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_115slice_get_indices_ex(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, Py_ssize_t __pyx_v_objlen); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_117slice_len(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, Py_ssize_t __pyx_v_objlen); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_119slice_getitem(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, PyObject *__pyx_v_ind); /* proto */
static int __pyx_pf_6pandas_3lib_14BlockPlacement___init__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_2__unicode__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_pf_6pandas_3lib_14BlockPlacement_4__len__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_6__iter__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_8as_slice(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_10indexer(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_12isin(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_14as_array(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_16is_slice_like(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_18__getitem__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_20delete(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_22append(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_others); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_24add(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_26sub(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static int __pyx_pf_6pandas_3lib_7Reducer___init__(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_arr, PyObject *__pyx_v_f, PyObject *__pyx_v_axis, PyObject *__pyx_v_dummy, PyObject *__pyx_v_labels); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_7Reducer_2_check_dummy(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_dummy); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_7Reducer_4get_result(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_7Reducer_6_get_result_array(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_res); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper___init__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_series, PyObject *__pyx_v_f, PyObject *__pyx_v_bins, PyObject *__pyx_v_dummy); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_2_check_dummy(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_dummy); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4get_result(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_6_get_result_array(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_res); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper___init__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_series, PyObject *__pyx_v_f, PyObject *__pyx_v_labels, Py_ssize_t __pyx_v_ngroups, PyObject *__pyx_v_dummy); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_2_check_dummy(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_dummy); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4get_result(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6_get_result_array(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_res); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_3arr___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_5index___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_1f___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6labels___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6values___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_3typ___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4name___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_6Slider___init__(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, PyObject *__pyx_v_values, PyObject *__pyx_v_buf); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_6Slider_2advance(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_k); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_6Slider_4set_length(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_length); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_6Slider_6reset(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_121apply_frame_axis0(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_f, PyObject *__pyx_v_names, PyArrayObject *__pyx_v_starts, PyArrayObject *__pyx_v_ends); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider___init__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_frame); /* proto */
static void __pyx_pf_6pandas_3lib_11BlockSlider_2__dealloc__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_4move(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5frame___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5frame_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5frame_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5dummy___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5index___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5index_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_5index_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_7nblocks___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_7nblocks_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_6blocks___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_123reduce(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr, PyObject *__pyx_v_f, PyObject *__pyx_v_axis, PyObject *__pyx_v_dummy, PyObject *__pyx_v_labels); /* proto */
static int __pyx_pf_6pandas_3lib_14cache_readonly___init__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_func, PyObject *__pyx_v_allow_setting); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_2__call__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_func, CYTHON_UNUSED PyObject *__pyx_v_doc); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4__get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_obj, CYTHON_UNUSED PyObject *__pyx_v_typ); /* proto */
static int __pyx_pf_6pandas_3lib_14cache_readonly_6__set__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4func___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4name___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_13allow_setting___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_3lib_12AxisProperty___init__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_axis); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_12AxisProperty_2__get__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_obj, CYTHON_UNUSED PyObject *__pyx_v_type); /* proto */
static int __pyx_pf_6pandas_3lib_12AxisProperty_4__set__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_125is_float(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_127is_integer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_129is_bool(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_131is_complex(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_133is_period(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_135infer_dtype(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v__values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_137infer_dtype_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_139is_possible_datetimelike_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_141is_bool_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_143is_integer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_145is_integer_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_147is_integer_float_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_149is_float_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_151is_string_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_153is_unicode_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_155is_datetime_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_157is_datetime64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_159is_timedelta_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_161is_timedelta64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_163is_timedelta_or_timedelta64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_165is_date_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_167is_time_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_169is_period(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_171is_period_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_173maybe_convert_numeric(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_values, PyObject *__pyx_v_na_values, int __pyx_v_convert_empty, int __pyx_v_coerce_numeric); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_175maybe_convert_objects(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_objects, int __pyx_v_try_float, int __pyx_v_safe, int __pyx_v_convert_datetime, int __pyx_v_convert_timedelta); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_177convert_sql_column(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_15try_parse_dates_parse_date(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_s); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda1(PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_179try_parse_dates(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_parser, PyObject *__pyx_v_dayfirst, PyObject *__pyx_v_default); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_23try_parse_date_and_time_parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_23try_parse_date_and_time_2parse_time(PyObject *__pyx_self, PyObject *__pyx_v_s); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda2(PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_lambda_funcdef_lambda3(PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_181try_parse_date_and_time(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dates, PyArrayObject *__pyx_v_times, PyObject *__pyx_v_date_parser, PyObject *__pyx_v_time_parser, PyObject *__pyx_v_dayfirst, PyObject *__pyx_v_default); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_183try_parse_year_month_day(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_years, PyArrayObject *__pyx_v_months, PyArrayObject *__pyx_v_days); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_185try_parse_datetime_components(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_years, PyArrayObject *__pyx_v_months, PyArrayObject *__pyx_v_days, PyArrayObject *__pyx_v_hours, PyArrayObject *__pyx_v_minutes, PyArrayObject *__pyx_v_seconds); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_187sanitize_objects(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_na_values, PyObject *__pyx_v_convert_empty); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_189maybe_convert_bool(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_true_values, PyObject *__pyx_v_false_values); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_191map_infer_mask(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_f, PyArrayObject *__pyx_v_mask, int __pyx_v_convert); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_193map_infer(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_f, int __pyx_v_convert); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_195to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rows); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_197tuples_to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_tuples); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_199to_object_array_tuples(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rows); /* proto */
static PyObject *__pyx_pf_6pandas_3lib_201fast_multiget(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_mapping, PyArrayObject *__pyx_v_keys, PyObject *__pyx_v_default); /* proto */
static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static int __pyx_array_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array_getbuffer_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *get_memview_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static int __pyx_MemviewEnum_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static int __pyx_memoryview_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview_getbuffer_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_memoryview_transpose_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview__get__base_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_shape_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_strides_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_suboffsets_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_ndim_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_itemsize_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_nbytes_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_get_size_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static void __pyx_memoryviewslice_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryviewslice__get__base_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_tp_new_6pandas_3lib__PandasNull(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_BlockPlacement(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_Reducer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_SeriesBinGrouper(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_SeriesGrouper(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_Slider(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_BlockSlider(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_cache_readonly(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib_AxisProperty(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_1_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static char __pyx_k_B[] = "B";
static char __pyx_k_C[] = "C";
static char __pyx_k_F[] = "F";
static char __pyx_k_H[] = "H";
static char __pyx_k_I[] = "I";
static char __pyx_k_L[] = "L";
static char __pyx_k_M[] = "M";
static char __pyx_k_N[] = "N";
static char __pyx_k_O[] = "O";
static char __pyx_k_Q[] = "Q";
static char __pyx_k_S[] = "S";
static char __pyx_k_U[] = "U";
static char __pyx_k_W[] = "W";
static char __pyx_k_b[] = "b";
static char __pyx_k_c[] = "c";
static char __pyx_k_d[] = "d";
static char __pyx_k_f[] = "f";
static char __pyx_k_g[] = "g";
static char __pyx_k_h[] = "h";
static char __pyx_k_i[] = "i";
static char __pyx_k_j[] = "j";
static char __pyx_k_k[] = "k";
static char __pyx_k_l[] = "l";
static char __pyx_k_m[] = "m";
static char __pyx_k_n[] = "n";
static char __pyx_k_o[] = "o";
static char __pyx_k_q[] = "q";
static char __pyx_k_s[] = "s";
static char __pyx_k_t[] = "t";
static char __pyx_k_u[] = "u";
static char __pyx_k_v[] = "v";
static char __pyx_k_x[] = "x";
static char __pyx_k_y[] = "y";
static char __pyx_k_Zd[] = "Zd";
static char __pyx_k_Zf[] = "Zf";
static char __pyx_k_Zg[] = "Zg";
static char __pyx_k_bc[] = "bc";
static char __pyx_k_eq[] = "eq";
static char __pyx_k_f8[] = "f8";
static char __pyx_k_ge[] = "ge";
static char __pyx_k_gt[] = "gt";
static char __pyx_k_i8[] = "i8";
static char __pyx_k_id[] = "id";
static char __pyx_k_it[] = "it";
static char __pyx_k_le[] = "le";
static char __pyx_k_lt[] = "lt";
static char __pyx_k_ne[] = "ne";
static char __pyx_k_np[] = "np";
static char __pyx_k_ns[] = "ns";
static char __pyx_k_op[] = "op";
static char __pyx_k_u1[] = "u1";
static char __pyx_k_vc[] = "vc";
static char __pyx_k_NaN[] = "NaN";
static char __pyx_k_NaT[] = "NaT";
static char __pyx_k__46[] = ".";
static char __pyx_k__49[] = "";
static char __pyx_k_add[] = "add";
static char __pyx_k_all[] = "all";
static char __pyx_k_any[] = "any";
static char __pyx_k_arr[] = "arr";
static char __pyx_k_buf[] = "buf";
static char __pyx_k_c16[] = "c16";
static char __pyx_k_col[] = "col";
static char __pyx_k_cur[] = "cur";
static char __pyx_k_day[] = "day";
static char __pyx_k_doc[] = "doc";
static char __pyx_k_end[] = "end";
static char __pyx_k_gen[] = "gen";
static char __pyx_k_idx[] = "idx";
static char __pyx_k_ind[] = "ind";
static char __pyx_k_inf[] = "inf";
static char __pyx_k_lab[] = "lab";
static char __pyx_k_len[] = "__len__";
static char __pyx_k_nan[] = "nan";
static char __pyx_k_now[] = "now";
static char __pyx_k_obj[] = "obj";
static char __pyx_k_out[] = "out";
static char __pyx_k_pos[] = "pos";
static char __pyx_k_pre[] = "pre";
static char __pyx_k_row[] = "row";
static char __pyx_k_s_r[] = "%s(%r)";
static char __pyx_k_slc[] = "slc";
static char __pyx_k_sum[] = "sum";
static char __pyx_k_tmp[] = "tmp";
static char __pyx_k_tup[] = "tup";
static char __pyx_k_typ[] = "_typ";
static char __pyx_k_val[] = "val";
static char __pyx_k_TRUE[] = "TRUE";
static char __pyx_k_True[] = "True";
static char __pyx_k_args[] = "args";
static char __pyx_k_axes[] = "axes";
static char __pyx_k_axis[] = "axis";
static char __pyx_k_base[] = "base";
static char __pyx_k_bins[] = "bins";
static char __pyx_k_bool[] = "bool_";
static char __pyx_k_cols[] = "cols";
static char __pyx_k_copy[] = "copy";
static char __pyx_k_data[] = "_data";
static char __pyx_k_date[] = "date";
static char __pyx_k_days[] = "days";
static char __pyx_k_deep[] = "deep";
static char __pyx_k_diff[] = "diff";
static char __pyx_k_ends[] = "ends";
static char __pyx_k_fill[] = "fill";
static char __pyx_k_flag[] = "flag";
static char __pyx_k_fnan[] = "fnan";
static char __pyx_k_func[] = "func";
static char __pyx_k_fval[] = "fval";
static char __pyx_k_hour[] = "hour";
static char __pyx_k_iNaT[] = "iNaT";
static char __pyx_k_iloc[] = "iloc";
static char __pyx_k_int8[] = "int8";
static char __pyx_k_ints[] = "ints";
static char __pyx_k_isin[] = "isin";
static char __pyx_k_item[] = "item";
static char __pyx_k_keys[] = "keys";
static char __pyx_k_kind[] = "kind";
static char __pyx_k_left[] = "left";
static char __pyx_k_main[] = "__main__";
static char __pyx_k_mask[] = "mask";
static char __pyx_k_memo[] = "memo";
static char __pyx_k_mode[] = "mode";
static char __pyx_k_move[] = "move";
static char __pyx_k_name[] = "__name__";
static char __pyx_k_ndim[] = "ndim";
static char __pyx_k_onan[] = "onan";
static char __pyx_k_pack[] = "pack";
static char __pyx_k_rows[] = "rows";
static char __pyx_k_safe[] = "safe";
static char __pyx_k_secs[] = "secs";
static char __pyx_k_seen[] = "seen";
static char __pyx_k_send[] = "send";
static char __pyx_k_size[] = "size";
static char __pyx_k_step[] = "step";
static char __pyx_k_stop[] = "stop";
static char __pyx_k_stub[] = "stub";
static char __pyx_k_test[] = "__test__";
static char __pyx_k_time[] = "time";
static char __pyx_k_true[] = "true";
static char __pyx_k_type[] = "type";
static char __pyx_k_vecs[] = "vecs";
static char __pyx_k_view[] = "view";
static char __pyx_k_year[] = "year";
static char __pyx_k_1_6_2[] = "1.6.2";
static char __pyx_k_FALSE[] = "FALSE";
static char __pyx_k_False[] = "False";
static char __pyx_k_H_M_S[] = "%H:%M:%S";
static char __pyx_k_M8_ns[] = "M8[ns]";
static char __pyx_k_blkno[] = "blkno";
static char __pyx_k_block[] = "_block";
static char __pyx_k_bools[] = "bools";
static char __pyx_k_cache[] = "_cache";
static char __pyx_k_chunk[] = "chunk";
static char __pyx_k_class[] = "__class__";
static char __pyx_k_close[] = "close";
static char __pyx_k_dates[] = "dates";
static char __pyx_k_dicts[] = "dicts";
static char __pyx_k_doc_2[] = "__doc__";
static char __pyx_k_dtype[] = "dtype";
static char __pyx_k_dummy[] = "dummy";
static char __pyx_k_empty[] = "empty";
static char __pyx_k_error[] = "error";
static char __pyx_k_false[] = "false";
static char __pyx_k_flags[] = "flags";
static char __pyx_k_frame[] = "frame";
static char __pyx_k_group[] = "group";
static char __pyx_k_hours[] = "hours";
static char __pyx_k_index[] = "index";
static char __pyx_k_int16[] = "int16";
static char __pyx_k_int32[] = "int32";
static char __pyx_k_int64[] = "int64";
static char __pyx_k_isnan[] = "isnan";
static char __pyx_k_l_bin[] = "l_bin";
static char __pyx_k_lists[] = "lists";
static char __pyx_k_m8_ns[] = "m8[ns]";
static char __pyx_k_m_d_Y[] = "%m/%d/%Y";
static char __pyx_k_mixed[] = "mixed";
static char __pyx_k_month[] = "month";
static char __pyx_k_names[] = "names";
static char __pyx_k_ncols[] = "ncols";
static char __pyx_k_numpy[] = "numpy";
static char __pyx_k_parse[] = "parse";
static char __pyx_k_piece[] = "piece";
static char __pyx_k_r_bin[] = "r_bin";
static char __pyx_k_range[] = "range";
static char __pyx_k_ravel[] = "ravel";
static char __pyx_k_reset[] = "reset";
static char __pyx_k_right[] = "right";
static char __pyx_k_s_len[] = "s_len";
static char __pyx_k_shape[] = "shape";
static char __pyx_k_slobj[] = "slobj";
static char __pyx_k_start[] = "start";
static char __pyx_k_table[] = "table";
static char __pyx_k_throw[] = "throw";
static char __pyx_k_times[] = "times";
static char __pyx_k_tslib[] = "tslib";
static char __pyx_k_uint8[] = "uint8";
static char __pyx_k_value[] = "value";
static char __pyx_k_years[] = "years";
static char __pyx_k_zeros[] = "zeros";
static char __pyx_k_Period[] = "Period";
static char __pyx_k_append[] = "append";
static char __pyx_k_arange[] = "arange";
static char __pyx_k_arrays[] = "arrays";
static char __pyx_k_arrmap[] = "arrmap";
static char __pyx_k_astype[] = "astype";
static char __pyx_k_binner[] = "binner";
static char __pyx_k_blknos[] = "blknos";
static char __pyx_k_blocks[] = "blocks";
static char __pyx_k_bool_2[] = "bool";
static char __pyx_k_closed[] = "closed";
static char __pyx_k_counts[] = "counts";
static char __pyx_k_data_2[] = "data";
static char __pyx_k_delete[] = "delete";
static char __pyx_k_engine[] = "_engine";
static char __pyx_k_floats[] = "floats";
static char __pyx_k_format[] = "format";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_insert[] = "insert";
static char __pyx_k_labels[] = "labels";
static char __pyx_k_lenbin[] = "lenbin";
static char __pyx_k_length[] = "length";
static char __pyx_k_lenidx[] = "lenidx";
static char __pyx_k_micros[] = "micros";
static char __pyx_k_minute[] = "minute";
static char __pyx_k_module[] = "__module__";
static char __pyx_k_months[] = "months";
static char __pyx_k_name_2[] = "name";
static char __pyx_k_neginf[] = "neginf";
static char __pyx_k_objbuf[] = "objbuf";
static char __pyx_k_object[] = "object";
static char __pyx_k_objlen[] = "objlen";
static char __pyx_k_output[] = "output";
static char __pyx_k_pandas[] = "pandas";
static char __pyx_k_parser[] = "parser";
static char __pyx_k_period[] = "period";
static char __pyx_k_pydate[] = "pydate";
static char __pyx_k_reduce[] = "reduce";
static char __pyx_k_result[] = "result";
static char __pyx_k_s_step[] = "s_step";
static char __pyx_k_s_stop[] = "s_stop";
static char __pyx_k_second[] = "second";
static char __pyx_k_series[] = "series";
static char __pyx_k_slices[] = "slices";
static char __pyx_k_slider[] = "slider";
static char __pyx_k_starts[] = "starts";
static char __pyx_k_status[] = "status";
static char __pyx_k_string[] = "string";
static char __pyx_k_struct[] = "struct";
static char __pyx_k_tuples[] = "tuples";
static char __pyx_k_uint16[] = "uint16";
static char __pyx_k_uint32[] = "uint32";
static char __pyx_k_uint64[] = "uint64";
static char __pyx_k_unpack[] = "unpack";
static char __pyx_k_values[] = "values";
static char __pyx_k_writer[] = "writer";
static char __pyx_k_xrange[] = "xrange";
static char __pyx_k_advance[] = "advance";
static char __pyx_k_boolean[] = "boolean";
static char __pyx_k_cache_2[] = "cache";
static char __pyx_k_columns[] = "columns";
static char __pyx_k_complex[] = "complex";
static char __pyx_k_convert[] = "convert";
static char __pyx_k_default[] = "default";
static char __pyx_k_float16[] = "float16";
static char __pyx_k_float32[] = "float32";
static char __pyx_k_float64[] = "float64";
static char __pyx_k_fortran[] = "fortran";
static char __pyx_k_genexpr[] = "genexpr";
static char __pyx_k_hasnans[] = "hasnans";
static char __pyx_k_ind_len[] = "ind_len";
static char __pyx_k_index_2[] = "_index";
static char __pyx_k_indexer[] = "indexer";
static char __pyx_k_indices[] = "indices";
static char __pyx_k_integer[] = "integer";
static char __pyx_k_is_bool[] = "is_bool";
static char __pyx_k_mapping[] = "mapping";
static char __pyx_k_max_bin[] = "max_bin";
static char __pyx_k_memview[] = "memview";
static char __pyx_k_minutes[] = "minutes";
static char __pyx_k_mutated[] = "mutated";
static char __pyx_k_nan_rep[] = "nan_rep";
static char __pyx_k_ngroups[] = "ngroups";
static char __pyx_k_nlevels[] = "nlevels";
static char __pyx_k_objects[] = "objects";
static char __pyx_k_prepare[] = "__prepare__";
static char __pyx_k_putmask[] = "putmask";
static char __pyx_k_reducer[] = "reducer";
static char __pyx_k_replace[] = "replace";
static char __pyx_k_require[] = "require";
static char __pyx_k_results[] = "results";
static char __pyx_k_s_start[] = "s_start";
static char __pyx_k_seconds[] = "seconds";
static char __pyx_k_setattr[] = "__setattr__";
static char __pyx_k_started[] = "started";
static char __pyx_k_strides[] = "strides";
static char __pyx_k_tot_len[] = "tot_len";
static char __pyx_k_unicode[] = "unicode";
static char __pyx_k_uniques[] = "uniques";
static char __pyx_k_version[] = "__version__";
static char __pyx_k_Ellipsis[] = "Ellipsis";
static char __pyx_k_TYPE_MAP[] = "_TYPE_MAP";
static char __pyx_k_as_array[] = "as_array";
static char __pyx_k_as_slice[] = "as_slice";
static char __pyx_k_datetime[] = "datetime";
static char __pyx_k_dayfirst[] = "dayfirst";
static char __pyx_k_fast_zip[] = "fast_zip";
static char __pyx_k_finished[] = "finished";
static char __pyx_k_float128[] = "float128";
static char __pyx_k_floating[] = "floating";
static char __pyx_k_ind_step[] = "ind_step";
static char __pyx_k_ind_stop[] = "ind_stop";
static char __pyx_k_is_float[] = "is_float";
static char __pyx_k_ismember[] = "ismember";
static char __pyx_k_isscalar[] = "isscalar";
static char __pyx_k_itemsize[] = "itemsize";
static char __pyx_k_na_count[] = "na_count";
static char __pyx_k_ndarrays[] = "ndarrays";
static char __pyx_k_object_2[] = "object_";
static char __pyx_k_operator[] = "operator";
static char __pyx_k_property[] = "property";
static char __pyx_k_qualname[] = "__qualname__";
static char __pyx_k_res_view[] = "res_view";
static char __pyx_k_seen_int[] = "seen_int";
static char __pyx_k_set_axis[] = "_set_axis";
static char __pyx_k_string_2[] = "string_";
static char __pyx_k_strptime[] = "strptime";
static char __pyx_k_val_kind[] = "val_kind";
static char __pyx_k_val_name[] = "val_name";
static char __pyx_k_values_2[] = "_values";
static char __pyx_k_Exception[] = "Exception";
static char __pyx_k_Timedelta[] = "Timedelta";
static char __pyx_k_Timestamp[] = "Timestamp";
static char __pyx_k_TypeError[] = "TypeError";
static char __pyx_k_complexes[] = "complexes";
static char __pyx_k_converted[] = "converted";
static char __pyx_k_cur_blkno[] = "cur_blkno";
static char __pyx_k_datetimes[] = "datetimes";
static char __pyx_k_enumerate[] = "enumerate";
static char __pyx_k_ind_start[] = "ind_start";
static char __pyx_k_is_period[] = "is_period";
static char __pyx_k_isnullobj[] = "isnullobj";
static char __pyx_k_map_infer[] = "map_infer";
static char __pyx_k_metaclass[] = "__metaclass__";
static char __pyx_k_na_values[] = "na_values";
static char __pyx_k_nat_count[] = "nat_count";
static char __pyx_k_new_dtype[] = "new_dtype";
static char __pyx_k_seen_bool[] = "seen_bool";
static char __pyx_k_seen_null[] = "seen_null";
static char __pyx_k_take_last[] = "take_last";
static char __pyx_k_timedelta[] = "timedelta";
static char __pyx_k_toordinal[] = "toordinal";
static char __pyx_k_true_vals[] = "true_vals";
static char __pyx_k_try_float[] = "try_float";
static char __pyx_k_unicode_2[] = "unicode_";
static char __pyx_k_vec_binop[] = "vec_binop";
static char __pyx_k_writerows[] = "writerows";
static char __pyx_k_IndexError[] = "IndexError";
static char __pyx_k_Int64Index[] = "Int64Index";
static char __pyx_k_ValueError[] = "ValueError";
static char __pyx_k_all_arrays[] = "all_arrays";
static char __pyx_k_complex128[] = "complex128";
static char __pyx_k_complex256[] = "complex256";
static char __pyx_k_contiguous[] = "contiguous";
static char __pyx_k_data_index[] = "data_index";
static char __pyx_k_datetime64[] = "datetime64";
static char __pyx_k_duplicated[] = "duplicated";
static char __pyx_k_false_vals[] = "false_vals";
static char __pyx_k_fill_value[] = "fill_value";
static char __pyx_k_float_secs[] = "float_secs";
static char __pyx_k_get_result[] = "get_result";
static char __pyx_k_get_values[] = "get_values";
static char __pyx_k_group_dict[] = "group_dict";
static char __pyx_k_group_size[] = "group_size";
static char __pyx_k_idatetimes[] = "idatetimes";
static char __pyx_k_is_complex[] = "is_complex";
static char __pyx_k_is_integer[] = "is_integer";
static char __pyx_k_item_cache[] = "_item_cache";
static char __pyx_k_null_count[] = "null_count";
static char __pyx_k_pandas_lib[] = "pandas.lib";
static char __pyx_k_parse_date[] = "parse_date";
static char __pyx_k_parse_time[] = "parse_time";
static char __pyx_k_pydatetime[] = "pydatetime";
static char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static char __pyx_k_seen_float[] = "seen_float";
static char __pyx_k_set_length[] = "set_length";
static char __pyx_k_timedeltas[] = "timedeltas";
static char __pyx_k_ImportError[] = "ImportError";
static char __pyx_k_MemoryError[] = "MemoryError";
static char __pyx_k_check_dummy[] = "_check_dummy";
static char __pyx_k_concatenate[] = "concatenate";
static char __pyx_k_date_parser[] = "date_parser";
static char __pyx_k_fast_unique[] = "fast_unique";
static char __pyx_k_group_count[] = "group_count";
static char __pyx_k_group_order[] = "group_order";
static char __pyx_k_has_infs_f4[] = "has_infs_f4";
static char __pyx_k_has_infs_f8[] = "has_infs_f8";
static char __pyx_k_infer_dtype[] = "infer_dtype";
static char __pyx_k_is_datelike[] = "is_datelike";
static char __pyx_k_isnullobj2d[] = "isnullobj2d";
static char __pyx_k_itimedeltas[] = "itimedeltas";
static char __pyx_k_microsecond[] = "microsecond";
static char __pyx_k_pandas_null[] = "pandas_null";
static char __pyx_k_rev_indexer[] = "rev_indexer";
static char __pyx_k_seen_object[] = "seen_object";
static char __pyx_k_time_parser[] = "time_parser";
static char __pyx_k_timedelta64[] = "timedelta64";
static char __pyx_k_true_values[] = "true_values";
static char __pyx_k_vec_compare[] = "vec_compare";
static char __pyx_k_InvalidApply[] = "InvalidApply";
static char __pyx_k_LooseVersion[] = "LooseVersion";
static char __pyx_k_RuntimeError[] = "RuntimeError";
static char __pyx_k_c_contiguous[] = "c_contiguous";
static char __pyx_k_f_contiguous[] = "f_contiguous";
static char __pyx_k_false_values[] = "false_values";
static char __pyx_k_group_slices[] = "group_slices";
static char __pyx_k_indices_fast[] = "indices_fast";
static char __pyx_k_is_lexsorted[] = "is_lexsorted";
static char __pyx_k_item_cache_2[] = "item_cache";
static char __pyx_k_requirements[] = "requirements";
static char __pyx_k_right_closed[] = "right_closed";
static char __pyx_k_scalar_binop[] = "scalar_binop";
static char __pyx_k_seen_complex[] = "seen_complex";
static char __pyx_k_seen_numeric[] = "seen_numeric";
static char __pyx_k_shape_before[] = "shape_before";
static char __pyx_k_OverflowError[] = "OverflowError";
static char __pyx_k_allow_setting[] = "allow_setting";
static char __pyx_k_clear_mapping[] = "clear_mapping";
static char __pyx_k_convert_empty[] = "convert_empty";
static char __pyx_k_datetime64_ns[] = "datetime64[ns]";
static char __pyx_k_fast_multiget[] = "fast_multiget";
static char __pyx_k_fromtimestamp[] = "fromtimestamp";
static char __pyx_k_is_bool_array[] = "is_bool_array";
static char __pyx_k_is_date_array[] = "is_date_array";
static char __pyx_k_is_slice_like[] = "is_slice_like";
static char __pyx_k_is_time_array[] = "is_time_array";
static char __pyx_k_ismember_nans[] = "ismember_nans";
static char __pyx_k_isnullobj_old[] = "isnullobj_old";
static char __pyx_k_lookup_values[] = "lookup_values";
static char __pyx_k_mixed_integer[] = "mixed-integer";
static char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static char __pyx_k_seen_datetime[] = "seen_datetime";
static char __pyx_k_slice_getitem[] = "slice_getitem";
static char __pyx_k_sorted_labels[] = "sorted_labels";
static char __pyx_k_AttributeError[] = "AttributeError";
static char __pyx_k_Not_slice_like[] = "Not slice-like";
static char __pyx_k_astype_intsafe[] = "astype_intsafe";
static char __pyx_k_coerce_numeric[] = "coerce_numeric";
static char __pyx_k_count_level_1d[] = "count_level_1d";
static char __pyx_k_count_level_2d[] = "count_level_2d";
static char __pyx_k_dicts_to_array[] = "dicts_to_array";
static char __pyx_k_is_float_array[] = "is_float_array";
static char __pyx_k_list_of_arrays[] = "list_of_arrays";
static char __pyx_k_map_infer_mask[] = "map_infer_mask";
static char __pyx_k_scalar_compare[] = "scalar_compare";
static char __pyx_k_seen_timedelta[] = "seen_timedelta";
static char __pyx_k_timedelta64_ns[] = "timedelta64[ns]";
static char __pyx_k_write_csv_rows[] = "write_csv_rows";
static char __pyx_k_allocate_buffer[] = "allocate_buffer";
static char __pyx_k_dateutil_parser[] = "dateutil.parser";
static char __pyx_k_dtype_is_object[] = "dtype_is_object";
static char __pyx_k_fast_zip_fillna[] = "fast_zip_fillna";
static char __pyx_k_generate_slices[] = "generate_slices";
static char __pyx_k_is_period_array[] = "is_period_array";
static char __pyx_k_is_string_array[] = "is_string_array";
static char __pyx_k_isnullobj2d_old[] = "isnullobj2d_old";
static char __pyx_k_row_bool_subset[] = "row_bool_subset";
static char __pyx_k_to_object_array[] = "to_object_array";
static char __pyx_k_try_parse_dates[] = "try_parse_dates";
static char __pyx_k_unbounded_slice[] = "unbounded slice";
static char __pyx_k_clean_index_list[] = "clean_index_list";
static char __pyx_k_convert_datetime[] = "convert_datetime";
static char __pyx_k_get_result_array[] = "_get_result_array";
static char __pyx_k_infer_dtype_list[] = "infer_dtype_list";
static char __pyx_k_is_integer_array[] = "is_integer_array";
static char __pyx_k_is_unicode_array[] = "is_unicode_array";
static char __pyx_k_sanitize_objects[] = "sanitize_objects";
static char __pyx_k_utcfromtimestamp[] = "utcfromtimestamp";
static char __pyx_k_Unable_to_parse_s[] = "Unable to parse %s";
static char __pyx_k_apply_frame_axis0[] = "apply_frame_axis0";
static char __pyx_k_convert_timedelta[] = "convert_timedelta";
static char __pyx_k_distutils_version[] = "distutils.version";
static char __pyx_k_is_datetime_array[] = "is_datetime_array";
static char __pyx_k_item_from_zerodim[] = "item_from_zerodim";
static char __pyx_k_pandas_core_index[] = "pandas.core.index";
static char __pyx_k_slc_must_be_slice[] = "slc must be slice";
static char __pyx_k_array_to_timestamp[] = "array_to_timestamp";
static char __pyx_k_convert_sql_column[] = "convert_sql_column";
static char __pyx_k_convert_timestamps[] = "convert_timestamps";
static char __pyx_k_generate_bins_dt64[] = "generate_bins_dt64";
static char __pyx_k_get_blkno_indexers[] = "get_blkno_indexers";
static char __pyx_k_is_timedelta_array[] = "is_timedelta_array";
static char __pyx_k_maybe_convert_bool[] = "maybe_convert_bool";
static char __pyx_k_strided_and_direct[] = "<strided and direct>";
static char __pyx_k_time64_to_datetime[] = "time64_to_datetime";
static char __pyx_k_values_from_object[] = "values_from_object";
static char __pyx_k_Cannot_use_shortcut[] = "Cannot use shortcut";
static char __pyx_k_get_reverse_indexer[] = "get_reverse_indexer";
static char __pyx_k_index_out_of_bounds[] = "index out of bounds";
static char __pyx_k_is_datetime64_array[] = "is_datetime64_array";
static char __pyx_k_mixed_integer_float[] = "mixed-integer-float";
static char __pyx_k_fast_unique_multiple[] = "fast_unique_multiple";
static char __pyx_k_is_numpy_prior_1_6_2[] = "is_numpy_prior_1_6_2";
static char __pyx_k_is_timedelta64_array[] = "is_timedelta64_array";
static char __pyx_k_list_to_object_array[] = "list_to_object_array";
static char __pyx_k_max_len_string_array[] = "max_len_string_array";
static char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static char __pyx_k_vals_must_be_ndarray[] = "vals must be ndarray";
static char __pyx_k_Unrecognized_operator[] = "Unrecognized operator";
static char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static char __pyx_k_has_complex_internals[] = "_has_complex_internals";
static char __pyx_k_maybe_convert_numeric[] = "maybe_convert_numeric";
static char __pyx_k_maybe_convert_objects[] = "maybe_convert_objects";
static char __pyx_k_pandas_src_reduce_pyx[] = "pandas/src/reduce.pyx";
static char __pyx_k_pandas_tseries_period[] = "pandas.tseries.period";
static char __pyx_k_slc_should_be_a_slice[] = "slc should be a slice";
static char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static char __pyx_k_is_integer_float_array[] = "is_integer_float_array";
static char __pyx_k_maybe_indices_to_slice[] = "maybe_indices_to_slice";
static char __pyx_k_row_bool_subset_object[] = "row_bool_subset_object";
static char __pyx_k_to_object_array_tuples[] = "to_object_array_tuples";
static char __pyx_k_tuples_to_object_array[] = "tuples_to_object_array";
static char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static char __pyx_k_array_equivalent_object[] = "array_equivalent_object";
static char __pyx_k_cannot_set_values_for_s[] = "cannot set values for [%s]";
static char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static char __pyx_k_maybe_booleans_to_slice[] = "maybe_booleans_to_slice";
static char __pyx_k_try_parse_date_and_time[] = "try_parse_date_and_time";
static char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static char __pyx_k_Empty_string_encountered[] = "Empty string encountered";
static char __pyx_k_function_does_not_reduce[] = "function does not reduce";
static char __pyx_k_getbuffer_obj_view_flags[] = "getbuffer(obj, view, flags)";
static char __pyx_k_pandas_src_inference_pyx[] = "pandas/src/inference.pyx";
static char __pyx_k_try_parse_year_month_day[] = "try_parse_year_month_day";
static char __pyx_k_Dimension_d_is_not_direct[] = "Dimension %d is not direct";
static char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static char __pyx_k_fast_unique_multiple_list[] = "fast_unique_multiple_list";
static char __pyx_k_iadd_causes_length_change[] = "iadd causes length change";
static char __pyx_k_slice_step_cannot_be_zero[] = "slice step cannot be zero";
static char __pyx_k_Index_out_of_bounds_axis_d[] = "Index out of bounds (axis %d)";
static char __pyx_k_item_from_zerodim_line_263[] = "item_from_zerodim (line 263)";
static char __pyx_k_Step_may_not_be_zero_axis_d[] = "Step may not be zero (axis %d)";
static char __pyx_k_Values_falls_after_last_bin[] = "Values falls after last bin";
static char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
static char __pyx_k_Dummy_array_must_be_length_d[] = "Dummy array must be length %d";
static char __pyx_k_Let_this_error_raise_above_us[] = "Let this error raise above us";
static char __pyx_k_Values_falls_before_first_bin[] = "Values falls before first bin";
static char __pyx_k_fast_unique_multiple_list_gen[] = "fast_unique_multiple_list_gen";
static char __pyx_k_try_parse_dates_locals_lambda[] = "try_parse_dates.<locals>.<lambda>";
static char __pyx_k_try_parse_datetime_components[] = "try_parse_datetime_components";
static char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static char __pyx_k_Dummy_array_must_be_same_dtype[] = "Dummy array must be same dtype";
static char __pyx_k_Function_unsafe_for_fast_apply[] = "Function unsafe for fast apply";
static char __pyx_k_all_arrays_must_be_same_length[] = "all arrays must be same length";
static char __pyx_k_is_possible_datetimelike_array[] = "is_possible_datetimelike_array";
static char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static char __pyx_k_Arrays_were_different_lengths_d[] = "Arrays were different lengths: %d vs %d";
static char __pyx_k_If_the_value_is_a_zerodim_array[] = "\n    If the value is a zerodim array, return the item it contains.\n\n    Examples\n    --------\n    >>> item_from_zerodim(1)\n    1\n    >>> item_from_zerodim('foobar')\n    'foobar'\n    >>> item_from_zerodim(np.array(1))\n    1\n    >>> item_from_zerodim(np.array([1]))\n    array([1])\n\n    ";
static char __pyx_k_Users_jreback_pandas_pandas_lib[] = "/Users/jreback/pandas/pandas/lib.pyx";
static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
static char __pyx_k_All_dimensions_preceding_dimensi[] = "All dimensions preceding dimension %d must be indexed and not sliced";
static char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static char __pyx_k_Cannot_modify_frame_index_intern[] = "Cannot modify frame index internals";
static char __pyx_k_Cannot_transpose_memoryview_with[] = "Cannot transpose memoryview with indirect dimensions";
static char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd";
static char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static char __pyx_k_Invalid_length_for_values_or_for[] = "Invalid length for values or for binner";
static char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static char __pyx_k_Length_of_all_datetime_component[] = "Length of all datetime components must be equal";
static char __pyx_k_Length_of_dates_and_times_must_b[] = "Length of dates and times must be equal";
static char __pyx_k_Length_of_years_months_days_must[] = "Length of years/months/days must all be equal";
static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
static char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static char __pyx_k_get_blkno_indexers_locals_genexp[] = "get_blkno_indexers.<locals>.genexpr";
static char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static char __pyx_k_is_timedelta_or_timedelta64_arra[] = "is_timedelta_or_timedelta64_array";
static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
static char __pyx_k_string_array_replace_from_nan_re[] = "string_array_replace_from_nan_rep";
static char __pyx_k_try_parse_date_and_time_locals_l[] = "try_parse_date_and_time.<locals>.<lambda>";
static char __pyx_k_try_parse_date_and_time_locals_p[] = "try_parse_date_and_time.<locals>.parse_date";
static char __pyx_k_try_parse_dates_locals_parse_dat[] = "try_parse_dates.<locals>.parse_date";
static char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
static char __pyx_k_try_parse_date_and_time_locals_p_2[] = "try_parse_date_and_time.<locals>.parse_time";
static PyObject *__pyx_kp_s_1_6_2;
static PyObject *__pyx_kp_s_Arrays_were_different_lengths_d;
static PyObject *__pyx_n_s_AttributeError;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_n_s_C;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_kp_s_Cannot_modify_frame_index_intern;
static PyObject *__pyx_kp_s_Cannot_use_shortcut;
static PyObject *__pyx_kp_s_Dummy_array_must_be_length_d;
static PyObject *__pyx_kp_s_Dummy_array_must_be_same_dtype;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_kp_s_Empty_string_encountered;
static PyObject *__pyx_n_s_Exception;
static PyObject *__pyx_n_s_F;
static PyObject *__pyx_n_s_FALSE;
static PyObject *__pyx_n_s_False;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
static PyObject *__pyx_kp_s_Function_unsafe_for_fast_apply;
static PyObject *__pyx_kp_s_H_M_S;
static PyObject *__pyx_kp_u_If_the_value_is_a_zerodim_array;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_n_s_Int64Index;
static PyObject *__pyx_n_s_InvalidApply;
static PyObject *__pyx_kp_s_Invalid_length_for_values_or_for;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_kp_s_Length_of_all_datetime_component;
static PyObject *__pyx_kp_s_Length_of_dates_and_times_must_b;
static PyObject *__pyx_kp_s_Length_of_years_months_days_must;
static PyObject *__pyx_kp_s_Let_this_error_raise_above_us;
static PyObject *__pyx_n_s_LooseVersion;
static PyObject *__pyx_n_s_M;
static PyObject *__pyx_kp_s_M8_ns;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_N;
static PyObject *__pyx_n_s_NaN;
static PyObject *__pyx_n_s_NaT;
static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
static PyObject *__pyx_kp_s_Not_slice_like;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_n_s_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_OverflowError;
static PyObject *__pyx_n_s_Period;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_n_s_S;
static PyObject *__pyx_n_s_TRUE;
static PyObject *__pyx_n_s_TYPE_MAP;
static PyObject *__pyx_n_s_Timedelta;
static PyObject *__pyx_n_s_Timestamp;
static PyObject *__pyx_n_s_True;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_n_s_U;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_kp_s_Unable_to_parse_s;
static PyObject *__pyx_kp_s_Unrecognized_operator;
static PyObject *__pyx_kp_s_Users_jreback_pandas_pandas_lib;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_s_Values_falls_after_last_bin;
static PyObject *__pyx_kp_s_Values_falls_before_first_bin;
static PyObject *__pyx_n_s_W;
static PyObject *__pyx_kp_s__46;
static PyObject *__pyx_kp_s__49;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_advance;
static PyObject *__pyx_n_s_all;
static PyObject *__pyx_n_s_all_arrays;
static PyObject *__pyx_kp_s_all_arrays_must_be_same_length;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_allow_setting;
static PyObject *__pyx_n_s_any;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_apply_frame_axis0;
static PyObject *__pyx_n_s_arange;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_arr;
static PyObject *__pyx_n_s_array_equivalent_object;
static PyObject *__pyx_n_s_array_to_timestamp;
static PyObject *__pyx_n_s_arrays;
static PyObject *__pyx_n_s_arrmap;
static PyObject *__pyx_n_s_as_array;
static PyObject *__pyx_n_s_as_slice;
static PyObject *__pyx_n_s_astype;
static PyObject *__pyx_n_s_astype_intsafe;
static PyObject *__pyx_n_s_axes;
static PyObject *__pyx_n_s_axis;
static PyObject *__pyx_n_s_b;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_bc;
static PyObject *__pyx_n_s_binner;
static PyObject *__pyx_n_s_bins;
static PyObject *__pyx_n_s_blkno;
static PyObject *__pyx_n_s_blknos;
static PyObject *__pyx_n_s_block;
static PyObject *__pyx_n_s_blocks;
static PyObject *__pyx_n_s_bool;
static PyObject *__pyx_n_s_bool_2;
static PyObject *__pyx_n_s_boolean;
static PyObject *__pyx_n_s_bools;
static PyObject *__pyx_n_s_buf;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_c16;
static PyObject *__pyx_n_s_c_contiguous;
static PyObject *__pyx_n_s_cache;
static PyObject *__pyx_n_s_cache_2;
static PyObject *__pyx_kp_s_cannot_set_values_for_s;
static PyObject *__pyx_n_s_check_dummy;
static PyObject *__pyx_n_s_chunk;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_clean_index_list;
static PyObject *__pyx_n_s_clear_mapping;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_closed;
static PyObject *__pyx_n_s_coerce_numeric;
static PyObject *__pyx_n_s_col;
static PyObject *__pyx_n_s_cols;
static PyObject *__pyx_n_s_columns;
static PyObject *__pyx_n_s_complex;
static PyObject *__pyx_n_s_complex128;
static PyObject *__pyx_n_s_complex256;
static PyObject *__pyx_n_s_complexes;
static PyObject *__pyx_n_s_concatenate;
static PyObject *__pyx_n_s_contiguous;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_convert;
static PyObject *__pyx_n_s_convert_datetime;
static PyObject *__pyx_n_s_convert_empty;
static PyObject *__pyx_n_s_convert_sql_column;
static PyObject *__pyx_n_s_convert_timedelta;
static PyObject *__pyx_n_s_convert_timestamps;
static PyObject *__pyx_n_s_converted;
static PyObject *__pyx_n_s_copy;
static PyObject *__pyx_n_s_count_level_1d;
static PyObject *__pyx_n_s_count_level_2d;
static PyObject *__pyx_n_s_counts;
static PyObject *__pyx_n_s_cur;
static PyObject *__pyx_n_s_cur_blkno;
static PyObject *__pyx_n_s_d;
static PyObject *__pyx_n_s_data;
static PyObject *__pyx_n_s_data_2;
static PyObject *__pyx_n_s_data_index;
static PyObject *__pyx_n_s_date;
static PyObject *__pyx_n_s_date_parser;
static PyObject *__pyx_n_s_dates;
static PyObject *__pyx_n_s_datetime;
static PyObject *__pyx_n_s_datetime64;
static PyObject *__pyx_kp_s_datetime64_ns;
static PyObject *__pyx_n_s_datetimes;
static PyObject *__pyx_n_s_dateutil_parser;
static PyObject *__pyx_n_s_day;
static PyObject *__pyx_n_s_dayfirst;
static PyObject *__pyx_n_s_days;
static PyObject *__pyx_n_s_deep;
static PyObject *__pyx_n_s_default;
static PyObject *__pyx_n_s_delete;
static PyObject *__pyx_n_s_dicts;
static PyObject *__pyx_n_s_dicts_to_array;
static PyObject *__pyx_n_s_diff;
static PyObject *__pyx_n_s_distutils_version;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_doc_2;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_dummy;
static PyObject *__pyx_n_s_duplicated;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_ends;
static PyObject *__pyx_n_s_engine;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_eq;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_n_s_f8;
static PyObject *__pyx_n_s_f_contiguous;
static PyObject *__pyx_n_s_false;
static PyObject *__pyx_n_s_false_vals;
static PyObject *__pyx_n_s_false_values;
static PyObject *__pyx_n_s_fast_multiget;
static PyObject *__pyx_n_s_fast_unique;
static PyObject *__pyx_n_s_fast_unique_multiple;
static PyObject *__pyx_n_s_fast_unique_multiple_list;
static PyObject *__pyx_n_s_fast_unique_multiple_list_gen;
static PyObject *__pyx_n_s_fast_zip;
static PyObject *__pyx_n_s_fast_zip_fillna;
static PyObject *__pyx_n_s_fill;
static PyObject *__pyx_n_s_fill_value;
static PyObject *__pyx_n_s_finished;
static PyObject *__pyx_n_s_flag;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_float128;
static PyObject *__pyx_n_s_float16;
static PyObject *__pyx_n_s_float32;
static PyObject *__pyx_n_s_float64;
static PyObject *__pyx_n_s_float_secs;
static PyObject *__pyx_n_s_floating;
static PyObject *__pyx_n_s_floats;
static PyObject *__pyx_n_s_fnan;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_frame;
static PyObject *__pyx_n_s_fromtimestamp;
static PyObject *__pyx_n_s_func;
static PyObject *__pyx_kp_s_function_does_not_reduce;
static PyObject *__pyx_n_s_fval;
static PyObject *__pyx_n_s_ge;
static PyObject *__pyx_n_s_gen;
static PyObject *__pyx_n_s_generate_bins_dt64;
static PyObject *__pyx_n_s_generate_slices;
static PyObject *__pyx_n_s_genexpr;
static PyObject *__pyx_n_s_get_blkno_indexers;
static PyObject *__pyx_n_s_get_blkno_indexers_locals_genexp;
static PyObject *__pyx_n_s_get_result;
static PyObject *__pyx_n_s_get_result_array;
static PyObject *__pyx_n_s_get_reverse_indexer;
static PyObject *__pyx_n_s_get_values;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_n_s_group;
static PyObject *__pyx_n_s_group_count;
static PyObject *__pyx_n_s_group_dict;
static PyObject *__pyx_n_s_group_order;
static PyObject *__pyx_n_s_group_size;
static PyObject *__pyx_n_s_group_slices;
static PyObject *__pyx_n_s_gt;
static PyObject *__pyx_n_s_has_complex_internals;
static PyObject *__pyx_n_s_has_infs_f4;
static PyObject *__pyx_n_s_has_infs_f8;
static PyObject *__pyx_n_s_hasnans;
static PyObject *__pyx_n_s_hour;
static PyObject *__pyx_n_s_hours;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_i8;
static PyObject *__pyx_n_s_iNaT;
static PyObject *__pyx_kp_s_iadd_causes_length_change;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_idatetimes;
static PyObject *__pyx_n_s_idx;
static PyObject *__pyx_n_s_iloc;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_ind;
static PyObject *__pyx_n_s_ind_len;
static PyObject *__pyx_n_s_ind_start;
static PyObject *__pyx_n_s_ind_step;
static PyObject *__pyx_n_s_ind_stop;
static PyObject *__pyx_n_s_index;
static PyObject *__pyx_n_s_index_2;
static PyObject *__pyx_kp_s_index_out_of_bounds;
static PyObject *__pyx_n_s_indexer;
static PyObject *__pyx_n_s_indices;
static PyObject *__pyx_n_s_indices_fast;
static PyObject *__pyx_n_s_inf;
static PyObject *__pyx_n_s_infer_dtype;
static PyObject *__pyx_n_s_infer_dtype_list;
static PyObject *__pyx_n_s_insert;
static PyObject *__pyx_n_s_int16;
static PyObject *__pyx_n_s_int32;
static PyObject *__pyx_n_s_int64;
static PyObject *__pyx_n_s_int8;
static PyObject *__pyx_n_s_integer;
static PyObject *__pyx_n_s_ints;
static PyObject *__pyx_n_s_is_bool;
static PyObject *__pyx_n_s_is_bool_array;
static PyObject *__pyx_n_s_is_complex;
static PyObject *__pyx_n_s_is_date_array;
static PyObject *__pyx_n_s_is_datelike;
static PyObject *__pyx_n_s_is_datetime64_array;
static PyObject *__pyx_n_s_is_datetime_array;
static PyObject *__pyx_n_s_is_float;
static PyObject *__pyx_n_s_is_float_array;
static PyObject *__pyx_n_s_is_integer;
static PyObject *__pyx_n_s_is_integer_array;
static PyObject *__pyx_n_s_is_integer_float_array;
static PyObject *__pyx_n_s_is_lexsorted;
static PyObject *__pyx_n_s_is_numpy_prior_1_6_2;
static PyObject *__pyx_n_s_is_period;
static PyObject *__pyx_n_s_is_period_array;
static PyObject *__pyx_n_s_is_possible_datetimelike_array;
static PyObject *__pyx_n_s_is_slice_like;
static PyObject *__pyx_n_s_is_string_array;
static PyObject *__pyx_n_s_is_time_array;
static PyObject *__pyx_n_s_is_timedelta64_array;
static PyObject *__pyx_n_s_is_timedelta_array;
static PyObject *__pyx_n_s_is_timedelta_or_timedelta64_arra;
static PyObject *__pyx_n_s_is_unicode_array;
static PyObject *__pyx_n_s_isin;
static PyObject *__pyx_n_s_ismember;
static PyObject *__pyx_n_s_ismember_nans;
static PyObject *__pyx_n_s_isnan;
static PyObject *__pyx_n_s_isnullobj;
static PyObject *__pyx_n_s_isnullobj2d;
static PyObject *__pyx_n_s_isnullobj2d_old;
static PyObject *__pyx_n_s_isnullobj_old;
static PyObject *__pyx_n_s_isscalar;
static PyObject *__pyx_n_s_it;
static PyObject *__pyx_n_s_item;
static PyObject *__pyx_n_s_item_cache;
static PyObject *__pyx_n_s_item_cache_2;
static PyObject *__pyx_n_s_item_from_zerodim;
static PyObject *__pyx_kp_u_item_from_zerodim_line_263;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_itimedeltas;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_n_s_k;
static PyObject *__pyx_n_s_keys;
static PyObject *__pyx_n_s_kind;
static PyObject *__pyx_n_s_l;
static PyObject *__pyx_n_s_l_bin;
static PyObject *__pyx_n_s_lab;
static PyObject *__pyx_n_s_labels;
static PyObject *__pyx_n_s_le;
static PyObject *__pyx_n_s_left;
static PyObject *__pyx_n_s_len;
static PyObject *__pyx_n_s_lenbin;
static PyObject *__pyx_n_s_length;
static PyObject *__pyx_n_s_lenidx;
static PyObject *__pyx_n_s_list_of_arrays;
static PyObject *__pyx_n_s_list_to_object_array;
static PyObject *__pyx_n_s_lists;
static PyObject *__pyx_n_s_lookup_values;
static PyObject *__pyx_n_s_lt;
static PyObject *__pyx_n_s_m;
static PyObject *__pyx_kp_s_m8_ns;
static PyObject *__pyx_kp_s_m_d_Y;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_map_infer;
static PyObject *__pyx_n_s_map_infer_mask;
static PyObject *__pyx_n_s_mapping;
static PyObject *__pyx_n_s_mask;
static PyObject *__pyx_n_s_max_bin;
static PyObject *__pyx_n_s_max_len_string_array;
static PyObject *__pyx_n_s_maybe_booleans_to_slice;
static PyObject *__pyx_n_s_maybe_convert_bool;
static PyObject *__pyx_n_s_maybe_convert_numeric;
static PyObject *__pyx_n_s_maybe_convert_objects;
static PyObject *__pyx_n_s_maybe_indices_to_slice;
static PyObject *__pyx_n_s_memo;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_metaclass;
static PyObject *__pyx_n_s_micros;
static PyObject *__pyx_n_s_microsecond;
static PyObject *__pyx_n_s_minute;
static PyObject *__pyx_n_s_minutes;
static PyObject *__pyx_n_s_mixed;
static PyObject *__pyx_kp_s_mixed_integer;
static PyObject *__pyx_kp_s_mixed_integer_float;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_module;
static PyObject *__pyx_n_s_month;
static PyObject *__pyx_n_s_months;
static PyObject *__pyx_n_s_move;
static PyObject *__pyx_n_s_mutated;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_n_s_na_count;
static PyObject *__pyx_n_s_na_values;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_names;
static PyObject *__pyx_n_s_nan;
static PyObject *__pyx_n_s_nan_rep;
static PyObject *__pyx_n_s_nat_count;
static PyObject *__pyx_n_s_ncols;
static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous;
static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou;
static PyObject *__pyx_n_s_ndarrays;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_ne;
static PyObject *__pyx_n_s_neginf;
static PyObject *__pyx_n_s_new_dtype;
static PyObject *__pyx_n_s_ngroups;
static PyObject *__pyx_n_s_nlevels;
static PyObject *__pyx_n_s_now;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_ns;
static PyObject *__pyx_n_s_null_count;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_o;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_objbuf;
static PyObject *__pyx_n_s_object;
static PyObject *__pyx_n_s_object_2;
static PyObject *__pyx_n_s_objects;
static PyObject *__pyx_n_s_objlen;
static PyObject *__pyx_n_s_onan;
static PyObject *__pyx_n_s_op;
static PyObject *__pyx_n_s_operator;
static PyObject *__pyx_n_s_out;
static PyObject *__pyx_n_s_output;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_pandas;
static PyObject *__pyx_n_s_pandas_core_index;
static PyObject *__pyx_n_s_pandas_lib;
static PyObject *__pyx_n_s_pandas_null;
static PyObject *__pyx_kp_s_pandas_src_inference_pyx;
static PyObject *__pyx_kp_s_pandas_src_reduce_pyx;
static PyObject *__pyx_n_s_pandas_tseries_period;
static PyObject *__pyx_n_s_parse;
static PyObject *__pyx_n_s_parse_date;
static PyObject *__pyx_n_s_parse_time;
static PyObject *__pyx_n_s_parser;
static PyObject *__pyx_n_s_period;
static PyObject *__pyx_n_s_piece;
static PyObject *__pyx_n_s_pos;
static PyObject *__pyx_n_s_pre;
static PyObject *__pyx_n_s_prepare;
static PyObject *__pyx_n_s_property;
static PyObject *__pyx_n_s_putmask;
static PyObject *__pyx_n_s_pydate;
static PyObject *__pyx_n_s_pydatetime;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_qualname;
static PyObject *__pyx_n_s_r_bin;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_ravel;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_reducer;
static PyObject *__pyx_n_s_replace;
static PyObject *__pyx_n_s_require;
static PyObject *__pyx_n_s_requirements;
static PyObject *__pyx_n_s_res_view;
static PyObject *__pyx_n_s_reset;
static PyObject *__pyx_n_s_result;
static PyObject *__pyx_n_s_results;
static PyObject *__pyx_n_s_rev_indexer;
static PyObject *__pyx_n_s_right;
static PyObject *__pyx_n_s_right_closed;
static PyObject *__pyx_n_s_row;
static PyObject *__pyx_n_s_row_bool_subset;
static PyObject *__pyx_n_s_row_bool_subset_object;
static PyObject *__pyx_n_s_rows;
static PyObject *__pyx_n_s_s;
static PyObject *__pyx_n_s_s_len;
static PyObject *__pyx_kp_s_s_r;
static PyObject *__pyx_n_s_s_start;
static PyObject *__pyx_n_s_s_step;
static PyObject *__pyx_n_s_s_stop;
static PyObject *__pyx_n_s_safe;
static PyObject *__pyx_n_s_sanitize_objects;
static PyObject *__pyx_n_s_scalar_binop;
static PyObject *__pyx_n_s_scalar_compare;
static PyObject *__pyx_n_s_second;
static PyObject *__pyx_n_s_seconds;
static PyObject *__pyx_n_s_secs;
static PyObject *__pyx_n_s_seen;
static PyObject *__pyx_n_s_seen_bool;
static PyObject *__pyx_n_s_seen_complex;
static PyObject *__pyx_n_s_seen_datetime;
static PyObject *__pyx_n_s_seen_float;
static PyObject *__pyx_n_s_seen_int;
static PyObject *__pyx_n_s_seen_null;
static PyObject *__pyx_n_s_seen_numeric;
static PyObject *__pyx_n_s_seen_object;
static PyObject *__pyx_n_s_seen_timedelta;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_series;
static PyObject *__pyx_n_s_set_axis;
static PyObject *__pyx_n_s_set_length;
static PyObject *__pyx_n_s_setattr;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_shape_before;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_slc;
static PyObject *__pyx_kp_s_slc_must_be_slice;
static PyObject *__pyx_kp_s_slc_should_be_a_slice;
static PyObject *__pyx_n_s_slice_getitem;
static PyObject *__pyx_kp_s_slice_step_cannot_be_zero;
static PyObject *__pyx_n_s_slices;
static PyObject *__pyx_n_s_slider;
static PyObject *__pyx_n_s_slobj;
static PyObject *__pyx_n_s_sorted_labels;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_started;
static PyObject *__pyx_n_s_starts;
static PyObject *__pyx_n_s_status;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_n_s_strides;
static PyObject *__pyx_n_s_string;
static PyObject *__pyx_n_s_string_2;
static PyObject *__pyx_n_s_string_array_replace_from_nan_re;
static PyObject *__pyx_n_s_strptime;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_stub;
static PyObject *__pyx_n_s_sum;
static PyObject *__pyx_n_s_t;
static PyObject *__pyx_n_s_table;
static PyObject *__pyx_n_s_take_last;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_throw;
static PyObject *__pyx_n_s_time;
static PyObject *__pyx_n_s_time64_to_datetime;
static PyObject *__pyx_n_s_time_parser;
static PyObject *__pyx_n_s_timedelta;
static PyObject *__pyx_n_s_timedelta64;
static PyObject *__pyx_kp_s_timedelta64_ns;
static PyObject *__pyx_n_s_timedeltas;
static PyObject *__pyx_n_s_times;
static PyObject *__pyx_n_s_tmp;
static PyObject *__pyx_n_s_to_object_array;
static PyObject *__pyx_n_s_to_object_array_tuples;
static PyObject *__pyx_n_s_toordinal;
static PyObject *__pyx_n_s_tot_len;
static PyObject *__pyx_n_s_true;
static PyObject *__pyx_n_s_true_vals;
static PyObject *__pyx_n_s_true_values;
static PyObject *__pyx_n_s_try_float;
static PyObject *__pyx_n_s_try_parse_date_and_time;
static PyObject *__pyx_n_s_try_parse_date_and_time_locals_l;
static PyObject *__pyx_n_s_try_parse_date_and_time_locals_p;
static PyObject *__pyx_n_s_try_parse_date_and_time_locals_p_2;
static PyObject *__pyx_n_s_try_parse_dates;
static PyObject *__pyx_n_s_try_parse_dates_locals_lambda;
static PyObject *__pyx_n_s_try_parse_dates_locals_parse_dat;
static PyObject *__pyx_n_s_try_parse_datetime_components;
static PyObject *__pyx_n_s_try_parse_year_month_day;
static PyObject *__pyx_n_s_tslib;
static PyObject *__pyx_n_s_tup;
static PyObject *__pyx_n_s_tuples;
static PyObject *__pyx_n_s_tuples_to_object_array;
static PyObject *__pyx_n_s_typ;
static PyObject *__pyx_n_s_type;
static PyObject *__pyx_n_s_u;
static PyObject *__pyx_n_s_u1;
static PyObject *__pyx_n_s_uint16;
static PyObject *__pyx_n_s_uint32;
static PyObject *__pyx_n_s_uint64;
static PyObject *__pyx_n_s_uint8;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_kp_s_unbounded_slice;
static PyObject *__pyx_n_s_unicode;
static PyObject *__pyx_n_s_unicode_2;
static PyObject *__pyx_n_s_uniques;
static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_utcfromtimestamp;
static PyObject *__pyx_n_s_v;
static PyObject *__pyx_n_s_val;
static PyObject *__pyx_n_s_val_kind;
static PyObject *__pyx_n_s_val_name;
static PyObject *__pyx_kp_s_vals_must_be_ndarray;
static PyObject *__pyx_n_s_value;
static PyObject *__pyx_n_s_values;
static PyObject *__pyx_n_s_values_2;
static PyObject *__pyx_n_s_values_from_object;
static PyObject *__pyx_n_s_vc;
static PyObject *__pyx_n_s_vec_binop;
static PyObject *__pyx_n_s_vec_compare;
static PyObject *__pyx_n_s_vecs;
static PyObject *__pyx_n_s_version;
static PyObject *__pyx_n_s_view;
static PyObject *__pyx_n_s_write_csv_rows;
static PyObject *__pyx_n_s_writer;
static PyObject *__pyx_n_s_writerows;
static PyObject *__pyx_n_s_x;
static PyObject *__pyx_n_s_xrange;
static PyObject *__pyx_n_s_y;
static PyObject *__pyx_n_s_year;
static PyObject *__pyx_n_s_years;
static PyObject *__pyx_n_s_zeros;
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_15;
static PyObject *__pyx_int_neg_1;
static PyObject *__pyx_k__10;
static Py_ssize_t __pyx_k__17;
static Py_ssize_t __pyx_k__19;
static PyObject *__pyx_k__57;
static PyObject *__pyx_tuple_;
static PyObject *__pyx_slice__4;
static PyObject *__pyx_tuple__2;
static PyObject *__pyx_tuple__3;
static PyObject *__pyx_tuple__5;
static PyObject *__pyx_tuple__6;
static PyObject *__pyx_tuple__7;
static PyObject *__pyx_tuple__8;
static PyObject *__pyx_tuple__9;
static PyObject *__pyx_slice__40;
static PyObject *__pyx_slice__74;
static PyObject *__pyx_slice__75;
static PyObject *__pyx_slice__76;
static PyObject *__pyx_tuple__11;
static PyObject *__pyx_tuple__12;
static PyObject *__pyx_tuple__13;
static PyObject *__pyx_tuple__14;
static PyObject *__pyx_tuple__15;
static PyObject *__pyx_tuple__16;
static PyObject *__pyx_tuple__18;
static PyObject *__pyx_tuple__20;
static PyObject *__pyx_tuple__21;
static PyObject *__pyx_tuple__22;
static PyObject *__pyx_tuple__23;
static PyObject *__pyx_tuple__24;
static PyObject *__pyx_tuple__25;
static PyObject *__pyx_tuple__26;
static PyObject *__pyx_tuple__27;
static PyObject *__pyx_tuple__28;
static PyObject *__pyx_tuple__29;
static PyObject *__pyx_tuple__30;
static PyObject *__pyx_tuple__31;
static PyObject *__pyx_tuple__32;
static PyObject *__pyx_tuple__33;
static PyObject *__pyx_tuple__34;
static PyObject *__pyx_tuple__35;
static PyObject *__pyx_tuple__36;
static PyObject *__pyx_tuple__37;
static PyObject *__pyx_tuple__38;
static PyObject *__pyx_tuple__39;
static PyObject *__pyx_tuple__41;
static PyObject *__pyx_tuple__42;
static PyObject *__pyx_tuple__43;
static PyObject *__pyx_tuple__44;
static PyObject *__pyx_tuple__45;
static PyObject *__pyx_tuple__47;
static PyObject *__pyx_tuple__50;
static PyObject *__pyx_tuple__51;
static PyObject *__pyx_tuple__53;
static PyObject *__pyx_tuple__55;
static PyObject *__pyx_tuple__56;
static PyObject *__pyx_tuple__58;
static PyObject *__pyx_tuple__59;
static PyObject *__pyx_tuple__60;
static PyObject *__pyx_tuple__61;
static PyObject *__pyx_tuple__62;
static PyObject *__pyx_tuple__63;
static PyObject *__pyx_tuple__64;
static PyObject *__pyx_tuple__65;
static PyObject *__pyx_tuple__66;
static PyObject *__pyx_tuple__67;
static PyObject *__pyx_tuple__68;
static PyObject *__pyx_tuple__69;
static PyObject *__pyx_tuple__70;
static PyObject *__pyx_tuple__71;
static PyObject *__pyx_tuple__72;
static PyObject *__pyx_tuple__73;
static PyObject *__pyx_tuple__77;
static PyObject *__pyx_tuple__78;
static PyObject *__pyx_tuple__80;
static PyObject *__pyx_tuple__82;
static PyObject *__pyx_tuple__84;
static PyObject *__pyx_tuple__86;
static PyObject *__pyx_tuple__88;
static PyObject *__pyx_tuple__90;
static PyObject *__pyx_tuple__92;
static PyObject *__pyx_tuple__94;
static PyObject *__pyx_tuple__96;
static PyObject *__pyx_tuple__98;
static PyObject *__pyx_tuple__100;
static PyObject *__pyx_tuple__102;
static PyObject *__pyx_tuple__104;
static PyObject *__pyx_tuple__106;
static PyObject *__pyx_tuple__108;
static PyObject *__pyx_tuple__110;
static PyObject *__pyx_tuple__112;
static PyObject *__pyx_tuple__114;
static PyObject *__pyx_tuple__116;
static PyObject *__pyx_tuple__118;
static PyObject *__pyx_tuple__120;
static PyObject *__pyx_tuple__122;
static PyObject *__pyx_tuple__124;
static PyObject *__pyx_tuple__126;
static PyObject *__pyx_tuple__128;
static PyObject *__pyx_tuple__130;
static PyObject *__pyx_tuple__132;
static PyObject *__pyx_tuple__134;
static PyObject *__pyx_tuple__136;
static PyObject *__pyx_tuple__138;
static PyObject *__pyx_tuple__140;
static PyObject *__pyx_tuple__142;
static PyObject *__pyx_tuple__144;
static PyObject *__pyx_tuple__146;
static PyObject *__pyx_tuple__148;
static PyObject *__pyx_tuple__150;
static PyObject *__pyx_tuple__152;
static PyObject *__pyx_tuple__154;
static PyObject *__pyx_tuple__156;
static PyObject *__pyx_tuple__158;
static PyObject *__pyx_tuple__160;
static PyObject *__pyx_tuple__162;
static PyObject *__pyx_tuple__164;
static PyObject *__pyx_tuple__166;
static PyObject *__pyx_tuple__168;
static PyObject *__pyx_tuple__170;
static PyObject *__pyx_tuple__172;
static PyObject *__pyx_tuple__174;
static PyObject *__pyx_tuple__176;
static PyObject *__pyx_tuple__178;
static PyObject *__pyx_tuple__180;
static PyObject *__pyx_tuple__182;
static PyObject *__pyx_tuple__184;
static PyObject *__pyx_tuple__186;
static PyObject *__pyx_tuple__188;
static PyObject *__pyx_tuple__190;
static PyObject *__pyx_tuple__192;
static PyObject *__pyx_tuple__194;
static PyObject *__pyx_tuple__196;
static PyObject *__pyx_tuple__198;
static PyObject *__pyx_tuple__200;
static PyObject *__pyx_tuple__202;
static PyObject *__pyx_tuple__204;
static PyObject *__pyx_tuple__206;
static PyObject *__pyx_tuple__208;
static PyObject *__pyx_tuple__210;
static PyObject *__pyx_tuple__212;
static PyObject *__pyx_tuple__214;
static PyObject *__pyx_tuple__216;
static PyObject *__pyx_tuple__218;
static PyObject *__pyx_tuple__220;
static PyObject *__pyx_tuple__222;
static PyObject *__pyx_tuple__224;
static PyObject *__pyx_tuple__226;
static PyObject *__pyx_tuple__228;
static PyObject *__pyx_tuple__230;
static PyObject *__pyx_tuple__232;
static PyObject *__pyx_tuple__234;
static PyObject *__pyx_tuple__236;
static PyObject *__pyx_tuple__238;
static PyObject *__pyx_tuple__240;
static PyObject *__pyx_tuple__242;
static PyObject *__pyx_tuple__244;
static PyObject *__pyx_tuple__246;
static PyObject *__pyx_tuple__248;
static PyObject *__pyx_tuple__250;
static PyObject *__pyx_tuple__252;
static PyObject *__pyx_tuple__254;
static PyObject *__pyx_tuple__256;
static PyObject *__pyx_tuple__258;
static PyObject *__pyx_tuple__259;
static PyObject *__pyx_tuple__260;
static PyObject *__pyx_tuple__261;
static PyObject *__pyx_tuple__262;
static PyObject *__pyx_codeobj__48;
static PyObject *__pyx_codeobj__52;
static PyObject *__pyx_codeobj__54;
static PyObject *__pyx_codeobj__79;
static PyObject *__pyx_codeobj__81;
static PyObject *__pyx_codeobj__83;
static PyObject *__pyx_codeobj__85;
static PyObject *__pyx_codeobj__87;
static PyObject *__pyx_codeobj__89;
static PyObject *__pyx_codeobj__91;
static PyObject *__pyx_codeobj__93;
static PyObject *__pyx_codeobj__95;
static PyObject *__pyx_codeobj__97;
static PyObject *__pyx_codeobj__99;
static PyObject *__pyx_codeobj__101;
static PyObject *__pyx_codeobj__103;
static PyObject *__pyx_codeobj__105;
static PyObject *__pyx_codeobj__107;
static PyObject *__pyx_codeobj__109;
static PyObject *__pyx_codeobj__111;
static PyObject *__pyx_codeobj__113;
static PyObject *__pyx_codeobj__115;
static PyObject *__pyx_codeobj__117;
static PyObject *__pyx_codeobj__119;
static PyObject *__pyx_codeobj__121;
static PyObject *__pyx_codeobj__123;
static PyObject *__pyx_codeobj__125;
static PyObject *__pyx_codeobj__127;
static PyObject *__pyx_codeobj__129;
static PyObject *__pyx_codeobj__131;
static PyObject *__pyx_codeobj__133;
static PyObject *__pyx_codeobj__135;
static PyObject *__pyx_codeobj__137;
static PyObject *__pyx_codeobj__139;
static PyObject *__pyx_codeobj__141;
static PyObject *__pyx_codeobj__143;
static PyObject *__pyx_codeobj__145;
static PyObject *__pyx_codeobj__147;
static PyObject *__pyx_codeobj__149;
static PyObject *__pyx_codeobj__151;
static PyObject *__pyx_codeobj__153;
static PyObject *__pyx_codeobj__155;
static PyObject *__pyx_codeobj__157;
static PyObject *__pyx_codeobj__159;
static PyObject *__pyx_codeobj__161;
static PyObject *__pyx_codeobj__163;
static PyObject *__pyx_codeobj__165;
static PyObject *__pyx_codeobj__167;
static PyObject *__pyx_codeobj__169;
static PyObject *__pyx_codeobj__171;
static PyObject *__pyx_codeobj__173;
static PyObject *__pyx_codeobj__175;
static PyObject *__pyx_codeobj__177;
static PyObject *__pyx_codeobj__179;
static PyObject *__pyx_codeobj__181;
static PyObject *__pyx_codeobj__183;
static PyObject *__pyx_codeobj__185;
static PyObject *__pyx_codeobj__187;
static PyObject *__pyx_codeobj__189;
static PyObject *__pyx_codeobj__191;
static PyObject *__pyx_codeobj__193;
static PyObject *__pyx_codeobj__195;
static PyObject *__pyx_codeobj__197;
static PyObject *__pyx_codeobj__199;
static PyObject *__pyx_codeobj__201;
static PyObject *__pyx_codeobj__203;
static PyObject *__pyx_codeobj__205;
static PyObject *__pyx_codeobj__207;
static PyObject *__pyx_codeobj__209;
static PyObject *__pyx_codeobj__211;
static PyObject *__pyx_codeobj__213;
static PyObject *__pyx_codeobj__215;
static PyObject *__pyx_codeobj__217;
static PyObject *__pyx_codeobj__219;
static PyObject *__pyx_codeobj__221;
static PyObject *__pyx_codeobj__223;
static PyObject *__pyx_codeobj__225;
static PyObject *__pyx_codeobj__227;
static PyObject *__pyx_codeobj__229;
static PyObject *__pyx_codeobj__231;
static PyObject *__pyx_codeobj__233;
static PyObject *__pyx_codeobj__235;
static PyObject *__pyx_codeobj__237;
static PyObject *__pyx_codeobj__239;
static PyObject *__pyx_codeobj__241;
static PyObject *__pyx_codeobj__243;
static PyObject *__pyx_codeobj__245;
static PyObject *__pyx_codeobj__247;
static PyObject *__pyx_codeobj__249;
static PyObject *__pyx_codeobj__251;
static PyObject *__pyx_codeobj__253;
static PyObject *__pyx_codeobj__255;
static PyObject *__pyx_codeobj__257;

/* "pandas/lib.pyx":76
 * import_ufunc()
 * 
 * def values_from_object(object o):             # <<<<<<<<<<<<<<
 *     """ return my values or the object if we are say an ndarray """
 *     cdef f
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_1values_from_object(PyObject *__pyx_self, PyObject *__pyx_v_o); /*proto*/
static char __pyx_doc_6pandas_3lib_values_from_object[] = " return my values or the object if we are say an ndarray ";
static PyMethodDef __pyx_mdef_6pandas_3lib_1values_from_object = {"values_from_object", (PyCFunction)__pyx_pw_6pandas_3lib_1values_from_object, METH_O, __pyx_doc_6pandas_3lib_values_from_object};
static PyObject *__pyx_pw_6pandas_3lib_1values_from_object(PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("values_from_object (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_values_from_object(__pyx_self, ((PyObject *)__pyx_v_o));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_values_from_object(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("values_from_object", 0);
  __Pyx_INCREF(__pyx_v_o);

  /* "pandas/lib.pyx":80
 *     cdef f
 * 
 *     f = getattr(o, 'get_values', None)             # <<<<<<<<<<<<<<
 *     if f is not None:
 *         o = f()
 */
  __pyx_t_1 = __Pyx_GetAttr3(__pyx_v_o, __pyx_n_s_get_values, Py_None); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_f = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":81
 * 
 *     f = getattr(o, 'get_values', None)
 *     if f is not None:             # <<<<<<<<<<<<<<
 *         o = f()
 * 
 */
  __pyx_t_2 = (__pyx_v_f != Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":82
 *     f = getattr(o, 'get_values', None)
 *     if f is not None:
 *         o = f()             # <<<<<<<<<<<<<<
 * 
 *     return o
 */
    __Pyx_INCREF(__pyx_v_f);
    __pyx_t_4 = __pyx_v_f; __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (__pyx_t_5) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    } else {
      __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 82; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF_SET(__pyx_v_o, __pyx_t_1);
    __pyx_t_1 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":84
 *         o = f()
 * 
 *     return o             # <<<<<<<<<<<<<<
 * 
 * cpdef map_indices_list(list index):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_o);
  __pyx_r = __pyx_v_o;
  goto __pyx_L0;

  /* "pandas/lib.pyx":76
 * import_ufunc()
 * 
 * def values_from_object(object o):             # <<<<<<<<<<<<<<
 *     """ return my values or the object if we are say an ndarray """
 *     cdef f
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.values_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_f);
  __Pyx_XDECREF(__pyx_v_o);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":86
 *     return o
 * 
 * cpdef map_indices_list(list index):             # <<<<<<<<<<<<<<
 *     '''
 *     Produce a dict mapping the values of the input array to their respective
 */

static PyObject *__pyx_pw_6pandas_3lib_3map_indices_list(PyObject *__pyx_self, PyObject *__pyx_v_index); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_map_indices_list(PyObject *__pyx_v_index, CYTHON_UNUSED int __pyx_skip_dispatch) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_length;
  PyObject *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("map_indices_list", 0);

  /* "pandas/lib.pyx":97
 *     '''
 *     cdef Py_ssize_t i, length
 *     cdef dict result = {}             # <<<<<<<<<<<<<<
 * 
 *     length = len(index)
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 97; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_result = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":99
 *     cdef dict result = {}
 * 
 *     length = len(index)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < length:
 */
  if (unlikely(__pyx_v_index == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = PyList_GET_SIZE(__pyx_v_index); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_length = __pyx_t_2;

  /* "pandas/lib.pyx":101
 *     length = len(index)
 * 
 *     for i from 0 <= i < length:             # <<<<<<<<<<<<<<
 *         result[index[i]] = i
 * 
 */
  __pyx_t_2 = __pyx_v_length;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {

    /* "pandas/lib.pyx":102
 * 
 *     for i from 0 <= i < length:
 *         result[index[i]] = i             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (unlikely(__pyx_v_index == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = __Pyx_GetItemInt_List(__pyx_v_index, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    if (unlikely(PyDict_SetItem(__pyx_v_result, __pyx_t_3, __pyx_t_1) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/lib.pyx":104
 *         result[index[i]] = i
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/lib.pyx":86
 *     return o
 * 
 * cpdef map_indices_list(list index):             # <<<<<<<<<<<<<<
 *     '''
 *     Produce a dict mapping the values of the input array to their respective
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.map_indices_list", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_3map_indices_list(PyObject *__pyx_self, PyObject *__pyx_v_index); /*proto*/
static char __pyx_doc_6pandas_3lib_2map_indices_list[] = "\n    Produce a dict mapping the values of the input array to their respective\n    locations.\n\n    Example:\n        array(['hi', 'there']) --> {'hi' : 0 , 'there' : 1}\n\n    Better to do this with Cython because of the enormous speed boost.\n    ";
static PyObject *__pyx_pw_6pandas_3lib_3map_indices_list(PyObject *__pyx_self, PyObject *__pyx_v_index) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("map_indices_list (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_index), (&PyList_Type), 1, "index", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_2map_indices_list(__pyx_self, ((PyObject*)__pyx_v_index));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_2map_indices_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("map_indices_list", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_map_indices_list(__pyx_v_index, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.map_indices_list", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":110
 * 
 * 
 * def ismember_nans(float64_t[:] arr, set values, bint hasnans):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_5ismember_nans(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_5ismember_nans = {"ismember_nans", (PyCFunction)__pyx_pw_6pandas_3lib_5ismember_nans, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_5ismember_nans(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  __Pyx_memviewslice __pyx_v_arr = { 0, 0, { 0 }, { 0 }, { 0 } };
  PyObject *__pyx_v_values = 0;
  int __pyx_v_hasnans;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("ismember_nans (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_values,&__pyx_n_s_hasnans,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("ismember_nans", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_hasnans)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("ismember_nans", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "ismember_nans") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_arr = __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_float64_t(values[0]); if (unlikely(!__pyx_v_arr.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_values = ((PyObject*)values[1]);
    __pyx_v_hasnans = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_hasnans == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("ismember_nans", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.ismember_nans", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), (&PySet_Type), 1, "values", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_4ismember_nans(__pyx_self, __pyx_v_arr, __pyx_v_values, __pyx_v_hasnans);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_4ismember_nans(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_arr, PyObject *__pyx_v_values, int __pyx_v_hasnans) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  __pyx_t_5numpy_float64_t __pyx_v_val;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  __pyx_t_5numpy_uint8_t __pyx_t_14;
  int __pyx_t_15;
  __pyx_t_5numpy_uint8_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("ismember_nans", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":116
 *         float64_t val
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):
 */
  __pyx_t_1 = __pyx_memoryview_fromslice(__pyx_v_arr, 1, (PyObject *(*)(char *)) __pyx_memview_get_nn___pyx_t_5numpy_float64_t, (int (*)(char *, PyObject *)) __pyx_memview_set_nn___pyx_t_5numpy_float64_t, 0);; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":117
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = arr[i]
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":118
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = arr[i]
 *         result[i] = val in values or hasnans and isnan(val)
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_2; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":119
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):
 *         val = arr[i]             # <<<<<<<<<<<<<<
 *         result[i] = val in values or hasnans and isnan(val)
 * 
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_v_arr.shape[0];
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_v_arr.shape[0])) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_val = (*((__pyx_t_5numpy_float64_t *) ( /* dim=0 */ (__pyx_v_arr.data + __pyx_t_13 * __pyx_v_arr.strides[0]) )));

    /* "pandas/lib.pyx":120
 *     for i in range(n):
 *         val = arr[i]
 *         result[i] = val in values or hasnans and isnan(val)             # <<<<<<<<<<<<<<
 * 
 *     return result.view(np.bool_)
 */
    __pyx_t_6 = PyFloat_FromDouble(__pyx_v_val); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_15 = (__Pyx_PySequence_Contains(__pyx_t_6, __pyx_v_values, Py_EQ)); if (unlikely(__pyx_t_15 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!__pyx_t_15) {
      goto __pyx_L6_next_or;
    } else {
      __pyx_t_14 = __pyx_t_15;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L6_next_or:;
    if (__pyx_v_hasnans) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_14 = __pyx_v_hasnans;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L7_next_and:;
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_isnan); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = PyFloat_FromDouble(__pyx_v_val); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4);
      __Pyx_GIVEREF(__pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_16 = __Pyx_PyInt_As_npy_uint8(__pyx_t_6); if (unlikely((__pyx_t_16 == (npy_uint8)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_14 = __pyx_t_16;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_L5_bool_binop_done:;
    __pyx_t_17 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_17 < 0) {
      __pyx_t_17 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_17 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_14;
  }

  /* "pandas/lib.pyx":122
 *         result[i] = val in values or hasnans and isnan(val)
 * 
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_bool); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_6);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":110
 * 
 * 
 * def ismember_nans(float64_t[:] arr, set values, bint hasnans):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.ismember_nans", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __PYX_XDEC_MEMVIEW(&__pyx_v_arr, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":125
 * 
 * 
 * def ismember(ndarray arr, set values):             # <<<<<<<<<<<<<<
 *     '''
 *     Checks whether
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_7ismember(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_6ismember[] = "\n    Checks whether\n\n    Parameters\n    ----------\n    arr : ndarray\n    values : set\n\n    Returns\n    -------\n    ismember : ndarray (boolean dtype)\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_7ismember = {"ismember", (PyCFunction)__pyx_pw_6pandas_3lib_7ismember, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_6ismember};
static PyObject *__pyx_pw_6pandas_3lib_7ismember(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_values = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("ismember (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_values,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("ismember", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "ismember") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_values = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("ismember", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.ismember", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), (&PySet_Type), 1, "values", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_6ismember(__pyx_self, __pyx_v_arr, __pyx_v_values);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_6ismember(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_val = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  int __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("ismember", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":143
 *         object val
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":144
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = util.get_value_at(arr, i)
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":145
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = util.get_value_at(arr, i)
 *         result[i] = val in values
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":146
 *     result = np.empty(n, dtype=np.uint8)
 *     for i in range(n):
 *         val = util.get_value_at(arr, i)             # <<<<<<<<<<<<<<
 *         result[i] = val in values
 * 
 */
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_2 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":147
 *     for i in range(n):
 *         val = util.get_value_at(arr, i)
 *         result[i] = val in values             # <<<<<<<<<<<<<<
 * 
 *     return result.view(np.bool_)
 */
    __pyx_t_13 = (__Pyx_PySequence_Contains(__pyx_v_val, __pyx_v_values, Py_EQ)); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_13;
  }

  /* "pandas/lib.pyx":149
 *         result[i] = val in values
 * 
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * #----------------------------------------------------------------------
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_6))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_6);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_6, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":125
 * 
 * 
 * def ismember(ndarray arr, set values):             # <<<<<<<<<<<<<<
 *     '''
 *     Checks whether
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.ismember", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":158
 * from datetime import date as pydate
 * 
 * cdef inline int64_t gmtime(object date):             # <<<<<<<<<<<<<<
 *     cdef int y, m, d, h, mn, s, days
 * 
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_3lib_gmtime(PyObject *__pyx_v_date) {
  int __pyx_v_y;
  int __pyx_v_m;
  int __pyx_v_d;
  int __pyx_v_h;
  int __pyx_v_mn;
  int __pyx_v_s;
  int __pyx_v_days;
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("gmtime", 0);

  /* "pandas/lib.pyx":161
 *     cdef int y, m, d, h, mn, s, days
 * 
 *     y = PyDateTime_GET_YEAR(date)             # <<<<<<<<<<<<<<
 *     m = PyDateTime_GET_MONTH(date)
 *     d = PyDateTime_GET_DAY(date)
 */
  if (!(likely(((__pyx_v_date) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_date, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_y = PyDateTime_GET_YEAR(((PyDateTime_Date *)__pyx_v_date));

  /* "pandas/lib.pyx":162
 * 
 *     y = PyDateTime_GET_YEAR(date)
 *     m = PyDateTime_GET_MONTH(date)             # <<<<<<<<<<<<<<
 *     d = PyDateTime_GET_DAY(date)
 *     h = PyDateTime_DATE_GET_HOUR(date)
 */
  if (!(likely(((__pyx_v_date) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_date, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_m = PyDateTime_GET_MONTH(((PyDateTime_Date *)__pyx_v_date));

  /* "pandas/lib.pyx":163
 *     y = PyDateTime_GET_YEAR(date)
 *     m = PyDateTime_GET_MONTH(date)
 *     d = PyDateTime_GET_DAY(date)             # <<<<<<<<<<<<<<
 *     h = PyDateTime_DATE_GET_HOUR(date)
 *     mn = PyDateTime_DATE_GET_MINUTE(date)
 */
  if (!(likely(((__pyx_v_date) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_date, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_d = PyDateTime_GET_DAY(((PyDateTime_Date *)__pyx_v_date));

  /* "pandas/lib.pyx":164
 *     m = PyDateTime_GET_MONTH(date)
 *     d = PyDateTime_GET_DAY(date)
 *     h = PyDateTime_DATE_GET_HOUR(date)             # <<<<<<<<<<<<<<
 *     mn = PyDateTime_DATE_GET_MINUTE(date)
 *     s = PyDateTime_DATE_GET_SECOND(date)
 */
  __pyx_v_h = PyDateTime_DATE_GET_HOUR(__pyx_v_date);

  /* "pandas/lib.pyx":165
 *     d = PyDateTime_GET_DAY(date)
 *     h = PyDateTime_DATE_GET_HOUR(date)
 *     mn = PyDateTime_DATE_GET_MINUTE(date)             # <<<<<<<<<<<<<<
 *     s = PyDateTime_DATE_GET_SECOND(date)
 * 
 */
  __pyx_v_mn = PyDateTime_DATE_GET_MINUTE(__pyx_v_date);

  /* "pandas/lib.pyx":166
 *     h = PyDateTime_DATE_GET_HOUR(date)
 *     mn = PyDateTime_DATE_GET_MINUTE(date)
 *     s = PyDateTime_DATE_GET_SECOND(date)             # <<<<<<<<<<<<<<
 * 
 *     days = pydate(y, m, 1).toordinal() - _EPOCH_ORD + d - 1
 */
  __pyx_v_s = PyDateTime_DATE_GET_SECOND(__pyx_v_date);

  /* "pandas/lib.pyx":168
 *     s = PyDateTime_DATE_GET_SECOND(date)
 * 
 *     days = pydate(y, m, 1).toordinal() - _EPOCH_ORD + d - 1             # <<<<<<<<<<<<<<
 *     return ((<int64_t> (((days * 24 + h) * 60 + mn))) * 60 + s) * 1000
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_pydate); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_y); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyInt_From_int(__pyx_v_m); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = NULL;
  __pyx_t_7 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
      __pyx_t_7 = 1;
    }
  }
  __pyx_t_8 = PyTuple_New(3+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  if (__pyx_t_6) {
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
  }
  PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __Pyx_INCREF(__pyx_int_1);
  PyTuple_SET_ITEM(__pyx_t_8, 2+__pyx_t_7, __pyx_int_1);
  __Pyx_GIVEREF(__pyx_int_1);
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_toordinal); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_6pandas_3lib__EPOCH_ORD); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyNumber_Subtract(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_d); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyNumber_Add(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyNumber_Subtract(__pyx_t_1, __pyx_int_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_9 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_9 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_days = __pyx_t_9;

  /* "pandas/lib.pyx":169
 * 
 *     days = pydate(y, m, 1).toordinal() - _EPOCH_ORD + d - 1
 *     return ((<int64_t> (((days * 24 + h) * 60 + mn))) * 60 + s) * 1000             # <<<<<<<<<<<<<<
 * 
 * cpdef object to_datetime(int64_t timestamp):
 */
  __pyx_r = (((((__pyx_t_5numpy_int64_t)((((__pyx_v_days * 24) + __pyx_v_h) * 60) + __pyx_v_mn)) * 60) + __pyx_v_s) * 1000);
  goto __pyx_L0;

  /* "pandas/lib.pyx":158
 * from datetime import date as pydate
 * 
 * cdef inline int64_t gmtime(object date):             # <<<<<<<<<<<<<<
 *     cdef int y, m, d, h, mn, s, days
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_WriteUnraisable("pandas.lib.gmtime", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":171
 *     return ((<int64_t> (((days * 24 + h) * 60 + mn))) * 60 + s) * 1000
 * 
 * cpdef object to_datetime(int64_t timestamp):             # <<<<<<<<<<<<<<
 *     return pydatetime.utcfromtimestamp(timestamp / 1000.0)
 * 
 */

static PyObject *__pyx_pw_6pandas_3lib_9to_datetime(PyObject *__pyx_self, PyObject *__pyx_arg_timestamp); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_to_datetime(__pyx_t_5numpy_int64_t __pyx_v_timestamp, CYTHON_UNUSED int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_datetime", 0);

  /* "pandas/lib.pyx":172
 * 
 * cpdef object to_datetime(int64_t timestamp):
 *     return pydatetime.utcfromtimestamp(timestamp / 1000.0)             # <<<<<<<<<<<<<<
 * 
 * cpdef object to_timestamp(object dt):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_pydatetime); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_utcfromtimestamp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyFloat_FromDouble((__pyx_v_timestamp / 1000.0)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":171
 *     return ((<int64_t> (((days * 24 + h) * 60 + mn))) * 60 + s) * 1000
 * 
 * cpdef object to_datetime(int64_t timestamp):             # <<<<<<<<<<<<<<
 *     return pydatetime.utcfromtimestamp(timestamp / 1000.0)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_9to_datetime(PyObject *__pyx_self, PyObject *__pyx_arg_timestamp); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_9to_datetime(PyObject *__pyx_self, PyObject *__pyx_arg_timestamp) {
  __pyx_t_5numpy_int64_t __pyx_v_timestamp;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_datetime (wrapper)", 0);
  assert(__pyx_arg_timestamp); {
    __pyx_v_timestamp = __Pyx_PyInt_As_npy_int64(__pyx_arg_timestamp); if (unlikely((__pyx_v_timestamp == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_8to_datetime(__pyx_self, ((__pyx_t_5numpy_int64_t)__pyx_v_timestamp));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_8to_datetime(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_timestamp) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_datetime", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_to_datetime(__pyx_v_timestamp, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":174
 *     return pydatetime.utcfromtimestamp(timestamp / 1000.0)
 * 
 * cpdef object to_timestamp(object dt):             # <<<<<<<<<<<<<<
 *     return gmtime(dt)
 * 
 */

static PyObject *__pyx_pw_6pandas_3lib_11to_timestamp(PyObject *__pyx_self, PyObject *__pyx_v_dt); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_to_timestamp(PyObject *__pyx_v_dt, CYTHON_UNUSED int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_timestamp", 0);

  /* "pandas/lib.pyx":175
 * 
 * cpdef object to_timestamp(object dt):
 *     return gmtime(dt)             # <<<<<<<<<<<<<<
 * 
 * def array_to_timestamp(ndarray[object, ndim=1] arr):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_npy_int64(__pyx_f_6pandas_3lib_gmtime(__pyx_v_dt)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":174
 *     return pydatetime.utcfromtimestamp(timestamp / 1000.0)
 * 
 * cpdef object to_timestamp(object dt):             # <<<<<<<<<<<<<<
 *     return gmtime(dt)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.to_timestamp", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11to_timestamp(PyObject *__pyx_self, PyObject *__pyx_v_dt); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11to_timestamp(PyObject *__pyx_self, PyObject *__pyx_v_dt) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_timestamp (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_10to_timestamp(__pyx_self, ((PyObject *)__pyx_v_dt));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_10to_timestamp(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_timestamp", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_to_timestamp(__pyx_v_dt, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.to_timestamp", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":177
 *     return gmtime(dt)
 * 
 * def array_to_timestamp(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[int64_t, ndim=1] result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13array_to_timestamp(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_13array_to_timestamp = {"array_to_timestamp", (PyCFunction)__pyx_pw_6pandas_3lib_13array_to_timestamp, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_13array_to_timestamp(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("array_to_timestamp (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_12array_to_timestamp(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_12array_to_timestamp(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  int __pyx_v_i;
  int __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  int __pyx_t_13;
  int __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("array_to_timestamp", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":181
 *     cdef ndarray[int64_t, ndim=1] result
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=np.int64)
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":182
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.int64)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":184
 *     result = np.empty(n, dtype=np.int64)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         result[i] = gmtime(arr[i])
 * 
 */
  __pyx_t_8 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_8; __pyx_v_i++) {

    /* "pandas/lib.pyx":185
 * 
 *     for i from 0 <= i < n:
 *         result[i] = gmtime(arr[i])             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_13 = -1;
    if (__pyx_t_12 < 0) {
      __pyx_t_12 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_12 < 0)) __pyx_t_13 = 0;
    } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_13 = 0;
    if (unlikely(__pyx_t_13 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_13);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_14 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_14 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_14 = 0;
    if (unlikely(__pyx_t_14 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_14);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_f_6pandas_3lib_gmtime(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }

  /* "pandas/lib.pyx":187
 *         result[i] = gmtime(arr[i])
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def time64_to_datetime(ndarray[int64_t, ndim=1] arr):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":177
 *     return gmtime(dt)
 * 
 * def array_to_timestamp(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[int64_t, ndim=1] result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.array_to_timestamp", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":189
 *     return result
 * 
 * def time64_to_datetime(ndarray[int64_t, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[object, ndim=1] result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_15time64_to_datetime(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_15time64_to_datetime = {"time64_to_datetime", (PyCFunction)__pyx_pw_6pandas_3lib_15time64_to_datetime, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_15time64_to_datetime(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("time64_to_datetime (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_14time64_to_datetime(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14time64_to_datetime(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  int __pyx_v_i;
  int __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  int __pyx_t_12;
  int __pyx_t_13;
  PyObject **__pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("time64_to_datetime", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":193
 *     cdef ndarray[object, ndim=1] result
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=object)
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":194
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":196
 *     result = np.empty(n, dtype=object)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         result[i] = to_datetime(arr[i])
 * 
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) {

    /* "pandas/lib.pyx":197
 * 
 *     for i from 0 <= i < n:
 *         result[i] = to_datetime(arr[i])             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_11 = __pyx_v_i;
    __pyx_t_12 = -1;
    if (__pyx_t_11 < 0) {
      __pyx_t_11 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_11 < 0)) __pyx_t_12 = 0;
    } else if (unlikely(__pyx_t_11 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_12 = 0;
    if (unlikely(__pyx_t_12 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_12);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = __pyx_f_6pandas_3lib_to_datetime((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_11, __pyx_pybuffernd_arr.diminfo[0].strides)), 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_13 = -1;
    if (__pyx_t_12 < 0) {
      __pyx_t_12 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_12 < 0)) __pyx_t_13 = 0;
    } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_13 = 0;
    if (unlikely(__pyx_t_13 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_13);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_14 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_14);
    __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_14);
    *__pyx_t_14 = __pyx_t_5;
    __Pyx_GIVEREF(*__pyx_t_14);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }

  /* "pandas/lib.pyx":199
 *         result[i] = to_datetime(arr[i])
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t get_timedelta64_value(val):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":189
 *     return result
 * 
 * def time64_to_datetime(ndarray[int64_t, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[object, ndim=1] result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.time64_to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":201
 *     return result
 * 
 * cdef inline int64_t get_timedelta64_value(val):             # <<<<<<<<<<<<<<
 *     return val.view('i8')
 * 
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_3lib_get_timedelta64_value(PyObject *__pyx_v_val) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  __pyx_t_5numpy_int64_t __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_timedelta64_value", 0);

  /* "pandas/lib.pyx":202
 * 
 * cdef inline int64_t get_timedelta64_value(val):
 *     return val.view('i8')             # <<<<<<<<<<<<<<
 * 
 * #----------------------------------------------------------------------
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_view); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyInt_As_npy_int64(__pyx_t_2); if (unlikely((__pyx_t_3 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  goto __pyx_L0;

  /* "pandas/lib.pyx":201
 *     return result
 * 
 * cdef inline int64_t get_timedelta64_value(val):             # <<<<<<<<<<<<<<
 *     return val.view('i8')
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_WriteUnraisable("pandas.lib.get_timedelta64_value", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":210
 * cdef double NEGINF = -INF
 * 
 * cpdef checknull(object val):             # <<<<<<<<<<<<<<
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val # and val != INF and val != NEGINF
 */

static PyObject *__pyx_pw_6pandas_3lib_17checknull(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_checknull(PyObject *__pyx_v_val, CYTHON_UNUSED int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("checknull", 0);

  /* "pandas/lib.pyx":211
 * 
 * cpdef checknull(object val):
 *     if util.is_float_object(val) or util.is_complex_object(val):             # <<<<<<<<<<<<<<
 *         return val != val # and val != INF and val != NEGINF
 *     elif util.is_datetime64_object(val):
 */
  __pyx_t_2 = (is_float_object(__pyx_v_val) != 0);
  if (!__pyx_t_2) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_2 = (is_complex_object(__pyx_v_val) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":212
 * cpdef checknull(object val):
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val # and val != INF and val != NEGINF             # <<<<<<<<<<<<<<
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":213
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val # and val != INF and val != NEGINF
 *     elif util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:
 */
  __pyx_t_1 = (is_datetime64_object(__pyx_v_val) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":214
 *         return val != val # and val != INF and val != NEGINF
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT             # <<<<<<<<<<<<<<
 *     elif val is NaT:
 *         return True
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong((get_datetime64_value(__pyx_v_val) == __pyx_v_6pandas_3lib_NPY_NAT)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 214; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":215
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:             # <<<<<<<<<<<<<<
 *         return True
 *     elif util.is_timedelta64_object(val):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 215; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = (__pyx_v_val == __pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":216
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:
 *         return True             # <<<<<<<<<<<<<<
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":217
 *     elif val is NaT:
 *         return True
 *     elif util.is_timedelta64_object(val):             # <<<<<<<<<<<<<<
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):
 */
  __pyx_t_2 = (is_timedelta64_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":218
 *         return True
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT             # <<<<<<<<<<<<<<
 *     elif is_array(val):
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong((__pyx_f_6pandas_3lib_get_timedelta64_value(__pyx_v_val) == __pyx_v_6pandas_3lib_NPY_NAT)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 218; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":219
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):             # <<<<<<<<<<<<<<
 *         return False
 *     else:
 */
  __pyx_t_3 = __pyx_f_4util_is_array(__pyx_v_val); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":220
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):
 *         return False             # <<<<<<<<<<<<<<
 *     else:
 *         return _checknull(val)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":222
 *         return False
 *     else:
 *         return _checknull(val)             # <<<<<<<<<<<<<<
 * 
 * cpdef checknull_old(object val):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_f_4util__checknull(__pyx_v_val)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":210
 * cdef double NEGINF = -INF
 * 
 * cpdef checknull(object val):             # <<<<<<<<<<<<<<
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val # and val != INF and val != NEGINF
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.checknull", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_17checknull(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_17checknull(PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("checknull (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16checknull(__pyx_self, ((PyObject *)__pyx_v_val));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16checknull(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("checknull", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_checknull(__pyx_v_val, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.checknull", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":224
 *         return _checknull(val)
 * 
 * cpdef checknull_old(object val):             # <<<<<<<<<<<<<<
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val or val == INF or val == NEGINF
 */

static PyObject *__pyx_pw_6pandas_3lib_19checknull_old(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_checknull_old(PyObject *__pyx_v_val, CYTHON_UNUSED int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("checknull_old", 0);

  /* "pandas/lib.pyx":225
 * 
 * cpdef checknull_old(object val):
 *     if util.is_float_object(val) or util.is_complex_object(val):             # <<<<<<<<<<<<<<
 *         return val != val or val == INF or val == NEGINF
 *     elif util.is_datetime64_object(val):
 */
  __pyx_t_2 = (is_float_object(__pyx_v_val) != 0);
  if (!__pyx_t_2) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_2 = (is_complex_object(__pyx_v_val) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":226
 * cpdef checknull_old(object val):
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val or val == INF or val == NEGINF             # <<<<<<<<<<<<<<
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!__pyx_t_1) {
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      goto __pyx_L7_next_or;
    } else {
      __Pyx_INCREF(__pyx_t_4);
      __pyx_t_3 = __pyx_t_4;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_4 = PyFloat_FromDouble(__pyx_v_6pandas_3lib_INF); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!__pyx_t_1) {
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L8_next_or;
    } else {
      __Pyx_INCREF(__pyx_t_5);
      __pyx_t_3 = __pyx_t_5;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L8_next_or:;
    __pyx_t_5 = PyFloat_FromDouble(__pyx_v_6pandas_3lib_NEGINF); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = PyObject_RichCompare(__pyx_v_val, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_INCREF(__pyx_t_4);
    __pyx_t_3 = __pyx_t_4;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_L6_bool_binop_done:;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":227
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val or val == INF or val == NEGINF
 *     elif util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:
 */
  __pyx_t_1 = (is_datetime64_object(__pyx_v_val) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":228
 *         return val != val or val == INF or val == NEGINF
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT             # <<<<<<<<<<<<<<
 *     elif val is NaT:
 *         return True
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong((get_datetime64_value(__pyx_v_val) == __pyx_v_6pandas_3lib_NPY_NAT)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":229
 *     elif util.is_datetime64_object(val):
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:             # <<<<<<<<<<<<<<
 *         return True
 *     elif util.is_timedelta64_object(val):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = (__pyx_v_val == __pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":230
 *         return get_datetime64_value(val) == NPY_NAT
 *     elif val is NaT:
 *         return True             # <<<<<<<<<<<<<<
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":231
 *     elif val is NaT:
 *         return True
 *     elif util.is_timedelta64_object(val):             # <<<<<<<<<<<<<<
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):
 */
  __pyx_t_2 = (is_timedelta64_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":232
 *         return True
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT             # <<<<<<<<<<<<<<
 *     elif is_array(val):
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong((__pyx_f_6pandas_3lib_get_timedelta64_value(__pyx_v_val) == __pyx_v_6pandas_3lib_NPY_NAT)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":233
 *     elif util.is_timedelta64_object(val):
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):             # <<<<<<<<<<<<<<
 *         return False
 *     else:
 */
  __pyx_t_3 = __pyx_f_4util_is_array(__pyx_v_val); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 233; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":234
 *         return get_timedelta64_value(val) == NPY_NAT
 *     elif is_array(val):
 *         return False             # <<<<<<<<<<<<<<
 *     else:
 *         return util._checknull(val)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":236
 *         return False
 *     else:
 *         return util._checknull(val)             # <<<<<<<<<<<<<<
 * 
 * def isscalar(object val):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_f_4util__checknull(__pyx_v_val)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":224
 *         return _checknull(val)
 * 
 * cpdef checknull_old(object val):             # <<<<<<<<<<<<<<
 *     if util.is_float_object(val) or util.is_complex_object(val):
 *         return val != val or val == INF or val == NEGINF
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_19checknull_old(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_19checknull_old(PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("checknull_old (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_18checknull_old(__pyx_self, ((PyObject *)__pyx_v_val));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_18checknull_old(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("checknull_old", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_checknull_old(__pyx_v_val, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":238
 *         return util._checknull(val)
 * 
 * def isscalar(object val):             # <<<<<<<<<<<<<<
 *     """
 *     Return True if given value is scalar.
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_21isscalar(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static char __pyx_doc_6pandas_3lib_20isscalar[] = "\n    Return True if given value is scalar.\n\n    This includes:\n    - numpy array scalar (e.g. np.int64)\n    - Python builtin numerics\n    - Python builtin byte arrays and strings\n    - None\n    - instances of datetime.datetime\n    - instances of datetime.timedelta\n    - Period\n\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_21isscalar = {"isscalar", (PyCFunction)__pyx_pw_6pandas_3lib_21isscalar, METH_O, __pyx_doc_6pandas_3lib_20isscalar};
static PyObject *__pyx_pw_6pandas_3lib_21isscalar(PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isscalar (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_20isscalar(__pyx_self, ((PyObject *)__pyx_v_val));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_20isscalar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isscalar", 0);

  /* "pandas/lib.pyx":253
 *     """
 * 
 *     return (np.PyArray_IsAnyScalar(val)             # <<<<<<<<<<<<<<
 *             # As of numpy-1.9, PyArray_IsAnyScalar misses bytearrays on Py3.
 *             or PyBytes_Check(val)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "pandas/lib.pyx":255
 *     return (np.PyArray_IsAnyScalar(val)
 *             # As of numpy-1.9, PyArray_IsAnyScalar misses bytearrays on Py3.
 *             or PyBytes_Check(val)             # <<<<<<<<<<<<<<
 *             or val is None
 *             or PyDate_Check(val)
 */
  __pyx_t_2 = PyArray_IsAnyScalar(__pyx_v_val);
  if (!__pyx_t_2) {
    goto __pyx_L4_next_or;
  } else {

    /* "pandas/lib.pyx":253
 *     """
 * 
 *     return (np.PyArray_IsAnyScalar(val)             # <<<<<<<<<<<<<<
 *             # As of numpy-1.9, PyArray_IsAnyScalar misses bytearrays on Py3.
 *             or PyBytes_Check(val)
 */
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L4_next_or:;

  /* "pandas/lib.pyx":255
 *     return (np.PyArray_IsAnyScalar(val)
 *             # As of numpy-1.9, PyArray_IsAnyScalar misses bytearrays on Py3.
 *             or PyBytes_Check(val)             # <<<<<<<<<<<<<<
 *             or val is None
 *             or PyDate_Check(val)
 */
  __pyx_t_2 = PyBytes_Check(__pyx_v_val);
  if (!__pyx_t_2) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L5_next_or:;

  /* "pandas/lib.pyx":256
 *             # As of numpy-1.9, PyArray_IsAnyScalar misses bytearrays on Py3.
 *             or PyBytes_Check(val)
 *             or val is None             # <<<<<<<<<<<<<<
 *             or PyDate_Check(val)
 *             or PyDelta_Check(val)
 */
  __pyx_t_2 = (__pyx_v_val == Py_None);
  if (!__pyx_t_2) {
    goto __pyx_L6_next_or;
  } else {
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L6_next_or:;

  /* "pandas/lib.pyx":257
 *             or PyBytes_Check(val)
 *             or val is None
 *             or PyDate_Check(val)             # <<<<<<<<<<<<<<
 *             or PyDelta_Check(val)
 *             or PyTime_Check(val)
 */
  __pyx_t_2 = PyDate_Check(__pyx_v_val);
  if (!__pyx_t_2) {
    goto __pyx_L7_next_or;
  } else {
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L7_next_or:;

  /* "pandas/lib.pyx":258
 *             or val is None
 *             or PyDate_Check(val)
 *             or PyDelta_Check(val)             # <<<<<<<<<<<<<<
 *             or PyTime_Check(val)
 *             or util.is_period_object(val))
 */
  __pyx_t_2 = PyDelta_Check(__pyx_v_val);
  if (!__pyx_t_2) {
    goto __pyx_L8_next_or;
  } else {
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L8_next_or:;

  /* "pandas/lib.pyx":259
 *             or PyDate_Check(val)
 *             or PyDelta_Check(val)
 *             or PyTime_Check(val)             # <<<<<<<<<<<<<<
 *             or util.is_period_object(val))
 * 
 */
  __pyx_t_2 = PyTime_Check(__pyx_v_val);
  if (!__pyx_t_2) {
    goto __pyx_L9_next_or;
  } else {
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L9_next_or:;

  /* "pandas/lib.pyx":260
 *             or PyDelta_Check(val)
 *             or PyTime_Check(val)
 *             or util.is_period_object(val))             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_f_4util_is_period_object(__pyx_v_val);
  __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = __pyx_t_3;
  __pyx_t_3 = 0;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":238
 *         return util._checknull(val)
 * 
 * def isscalar(object val):             # <<<<<<<<<<<<<<
 *     """
 *     Return True if given value is scalar.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.isscalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":263
 * 
 * 
 * def item_from_zerodim(object val):             # <<<<<<<<<<<<<<
 *     """
 *     If the value is a zerodim array, return the item it contains.
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_23item_from_zerodim(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static char __pyx_doc_6pandas_3lib_22item_from_zerodim[] = "\n    If the value is a zerodim array, return the item it contains.\n\n    Examples\n    --------\n    >>> item_from_zerodim(1)\n    1\n    >>> item_from_zerodim('foobar')\n    'foobar'\n    >>> item_from_zerodim(np.array(1))\n    1\n    >>> item_from_zerodim(np.array([1]))\n    array([1])\n\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_23item_from_zerodim = {"item_from_zerodim", (PyCFunction)__pyx_pw_6pandas_3lib_23item_from_zerodim, METH_O, __pyx_doc_6pandas_3lib_22item_from_zerodim};
static PyObject *__pyx_pw_6pandas_3lib_23item_from_zerodim(PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("item_from_zerodim (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_22item_from_zerodim(__pyx_self, ((PyObject *)__pyx_v_val));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_22item_from_zerodim(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("item_from_zerodim", 0);

  /* "pandas/lib.pyx":279
 * 
 *     """
 *     return util.unbox_if_zerodim(val)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = unbox_if_zerodim(__pyx_v_val); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":263
 * 
 * 
 * def item_from_zerodim(object val):             # <<<<<<<<<<<<<<
 *     """
 *     If the value is a zerodim array, return the item it contains.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.item_from_zerodim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":284
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_25isnullobj(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_25isnullobj = {"isnullobj", (PyCFunction)__pyx_pw_6pandas_3lib_25isnullobj, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_25isnullobj(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isnullobj (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_24isnullobj(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_24isnullobj(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  __pyx_t_5numpy_uint8_t __pyx_t_13;
  int __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isnullobj", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":289
 *     cdef ndarray[uint8_t] result
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 289; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":290
 * 
 *     n = len(arr)
 *     result = np.zeros(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         val = arr[i]
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":291
 *     n = len(arr)
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = arr[i]
 *         result[i] = val is NaT or _checknull(val)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":292
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:
 *         val = arr[i]             # <<<<<<<<<<<<<<
 *         result[i] = val is NaT or _checknull(val)
 *     return result.view(np.bool_)
 */
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/lib.pyx":293
 *     for i from 0 <= i < n:
 *         val = arr[i]
 *         result[i] = val is NaT or _checknull(val)             # <<<<<<<<<<<<<<
 *     return result.view(np.bool_)
 * 
 */
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_14 = (__pyx_v_val == __pyx_t_6);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!__pyx_t_14) {
      goto __pyx_L6_next_or;
    } else {
      __pyx_t_13 = __pyx_t_14;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L6_next_or:;
    __pyx_t_14 = __pyx_f_4util__checknull(__pyx_v_val);
    __pyx_t_13 = __pyx_t_14;
    __pyx_L5_bool_binop_done:;
    __pyx_t_15 = __pyx_v_i;
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_13;
  }

  /* "pandas/lib.pyx":294
 *         val = arr[i]
 *         result[i] = val is NaT or _checknull(val)
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_6);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":284
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.isnullobj", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":298
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj_old(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_27isnullobj_old(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_27isnullobj_old = {"isnullobj_old", (PyCFunction)__pyx_pw_6pandas_3lib_27isnullobj_old, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_27isnullobj_old(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isnullobj_old (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_26isnullobj_old(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_26isnullobj_old(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  __pyx_t_5numpy_uint8_t __pyx_t_13;
  int __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isnullobj_old", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":303
 *     cdef ndarray[uint8_t] result
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":304
 * 
 *     n = len(arr)
 *     result = np.zeros(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         val = arr[i]
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":305
 *     n = len(arr)
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = arr[i]
 *         result[i] = val is NaT or util._checknull_old(val)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":306
 *     result = np.zeros(n, dtype=np.uint8)
 *     for i from 0 <= i < n:
 *         val = arr[i]             # <<<<<<<<<<<<<<
 *         result[i] = val is NaT or util._checknull_old(val)
 *     return result.view(np.bool_)
 */
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/lib.pyx":307
 *     for i from 0 <= i < n:
 *         val = arr[i]
 *         result[i] = val is NaT or util._checknull_old(val)             # <<<<<<<<<<<<<<
 *     return result.view(np.bool_)
 * 
 */
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 307; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_14 = (__pyx_v_val == __pyx_t_6);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!__pyx_t_14) {
      goto __pyx_L6_next_or;
    } else {
      __pyx_t_13 = __pyx_t_14;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L6_next_or:;
    __pyx_t_14 = __pyx_f_4util__checknull_old(__pyx_v_val);
    __pyx_t_13 = __pyx_t_14;
    __pyx_L5_bool_binop_done:;
    __pyx_t_15 = __pyx_v_i;
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_13;
  }

  /* "pandas/lib.pyx":308
 *         val = arr[i]
 *         result[i] = val is NaT or util._checknull_old(val)
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_6);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":298
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj_old(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.isnullobj_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":312
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_29isnullobj2d(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_29isnullobj2d = {"isnullobj2d", (PyCFunction)__pyx_pw_6pandas_3lib_29isnullobj2d, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_29isnullobj2d(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isnullobj2d (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_28isnullobj2d(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_28isnullobj2d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_m;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  int __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isnullobj2d", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_arr.diminfo[1].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_arr.diminfo[1].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[1];

  /* "pandas/lib.pyx":317
 *     cdef ndarray[uint8_t, ndim=2] result
 * 
 *     n, m = (<object> arr).shape             # <<<<<<<<<<<<<<
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_arr), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_n = __pyx_t_6;
  __pyx_v_m = __pyx_t_7;

  /* "pandas/lib.pyx":318
 * 
 *     n, m = (<object> arr).shape
 *     result = np.zeros((n, m), dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_m); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_uint8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_8);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_10 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_10 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_12, __pyx_t_13);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "pandas/lib.pyx":319
 *     n, m = (<object> arr).shape
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < m:
 *             val = arr[i, j]
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) {

    /* "pandas/lib.pyx":320
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:             # <<<<<<<<<<<<<<
 *             val = arr[i, j]
 *             if checknull(val):
 */
    __pyx_t_6 = __pyx_v_m;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_6; __pyx_v_j++) {

      /* "pandas/lib.pyx":321
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:
 *             val = arr[i, j]             # <<<<<<<<<<<<<<
 *             if checknull(val):
 *                 result[i, j] = 1
 */
      __pyx_t_14 = __pyx_v_i;
      __pyx_t_15 = __pyx_v_j;
      __pyx_t_8 = (PyObject *) *__Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_arr.diminfo[0].strides, __pyx_t_15, __pyx_pybuffernd_arr.diminfo[1].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_8);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_8);
      __pyx_t_8 = 0;

      /* "pandas/lib.pyx":322
 *         for j from 0 <= j < m:
 *             val = arr[i, j]
 *             if checknull(val):             # <<<<<<<<<<<<<<
 *                 result[i, j] = 1
 *     return result.view(np.bool_)
 */
      __pyx_t_8 = __pyx_f_6pandas_3lib_checknull(__pyx_v_val, 0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 322; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (__pyx_t_16) {

        /* "pandas/lib.pyx":323
 *             val = arr[i, j]
 *             if checknull(val):
 *                 result[i, j] = 1             # <<<<<<<<<<<<<<
 *     return result.view(np.bool_)
 * 
 */
        __pyx_t_17 = __pyx_v_i;
        __pyx_t_18 = __pyx_v_j;
        *__Pyx_BufPtrStrided2d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_18, __pyx_pybuffernd_result.diminfo[1].strides) = 1;
        goto __pyx_L9;
      }
      __pyx_L9:;
    }
  }

  /* "pandas/lib.pyx":324
 *             if checknull(val):
 *                 result[i, j] = 1
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_8);
  } else {
    __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = NULL;
    PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_1, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_r = __pyx_t_8;
  __pyx_t_8 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":312
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_8);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.isnullobj2d", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":328
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d_old(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_31isnullobj2d_old(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_31isnullobj2d_old = {"isnullobj2d_old", (PyCFunction)__pyx_pw_6pandas_3lib_31isnullobj2d_old, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_31isnullobj2d_old(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isnullobj2d_old (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_30isnullobj2d_old(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_30isnullobj2d_old(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_m;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  int __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isnullobj2d_old", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_arr.diminfo[1].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_arr.diminfo[1].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[1];

  /* "pandas/lib.pyx":333
 *     cdef ndarray[uint8_t, ndim=2] result
 * 
 *     n, m = (<object> arr).shape             # <<<<<<<<<<<<<<
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_arr), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_n = __pyx_t_6;
  __pyx_v_m = __pyx_t_7;

  /* "pandas/lib.pyx":334
 * 
 *     n, m = (<object> arr).shape
 *     result = np.zeros((n, m), dtype=np.uint8)             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_m); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_uint8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_8);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_10 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_10 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_12, __pyx_t_13);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "pandas/lib.pyx":335
 *     n, m = (<object> arr).shape
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < m:
 *             val = arr[i, j]
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) {

    /* "pandas/lib.pyx":336
 *     result = np.zeros((n, m), dtype=np.uint8)
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:             # <<<<<<<<<<<<<<
 *             val = arr[i, j]
 *             if checknull_old(val):
 */
    __pyx_t_6 = __pyx_v_m;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_6; __pyx_v_j++) {

      /* "pandas/lib.pyx":337
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < m:
 *             val = arr[i, j]             # <<<<<<<<<<<<<<
 *             if checknull_old(val):
 *                 result[i, j] = 1
 */
      __pyx_t_14 = __pyx_v_i;
      __pyx_t_15 = __pyx_v_j;
      __pyx_t_8 = (PyObject *) *__Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_arr.diminfo[0].strides, __pyx_t_15, __pyx_pybuffernd_arr.diminfo[1].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_8);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_8);
      __pyx_t_8 = 0;

      /* "pandas/lib.pyx":338
 *         for j from 0 <= j < m:
 *             val = arr[i, j]
 *             if checknull_old(val):             # <<<<<<<<<<<<<<
 *                 result[i, j] = 1
 *     return result.view(np.bool_)
 */
      __pyx_t_8 = __pyx_f_6pandas_3lib_checknull_old(__pyx_v_val, 0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_16 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_16 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      if (__pyx_t_16) {

        /* "pandas/lib.pyx":339
 *             val = arr[i, j]
 *             if checknull_old(val):
 *                 result[i, j] = 1             # <<<<<<<<<<<<<<
 *     return result.view(np.bool_)
 * 
 */
        __pyx_t_17 = __pyx_v_i;
        __pyx_t_18 = __pyx_v_j;
        *__Pyx_BufPtrStrided2d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_18, __pyx_pybuffernd_result.diminfo[1].strides) = 1;
        goto __pyx_L9;
      }
      __pyx_L9:;
    }
  }

  /* "pandas/lib.pyx":340
 *             if checknull_old(val):
 *                 result[i, j] = 1
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * def list_to_object_array(list obj):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_8);
  } else {
    __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = NULL;
    PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_1, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_r = __pyx_t_8;
  __pyx_t_8 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":328
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d_old(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_8);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.isnullobj2d_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":342
 *     return result.view(np.bool_)
 * 
 * def list_to_object_array(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Convert list to object ndarray. Seriously can't believe I had to write this
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_33list_to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static char __pyx_doc_6pandas_3lib_32list_to_object_array[] = "\n    Convert list to object ndarray. Seriously can't believe I had to write this\n    function\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_33list_to_object_array = {"list_to_object_array", (PyCFunction)__pyx_pw_6pandas_3lib_33list_to_object_array, METH_O, __pyx_doc_6pandas_3lib_32list_to_object_array};
static PyObject *__pyx_pw_6pandas_3lib_33list_to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("list_to_object_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_obj), (&PyList_Type), 1, "obj", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_32list_to_object_array(__pyx_self, ((PyObject*)__pyx_v_obj));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_32list_to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_arr = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  PyObject **__pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("list_to_object_array", 0);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;

  /* "pandas/lib.pyx":351
 *         ndarray[object] arr
 * 
 *     n = len(obj)             # <<<<<<<<<<<<<<
 *     arr = np.empty(n, dtype=object)
 * 
 */
  if (unlikely(__pyx_v_obj == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_obj); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":352
 * 
 *     n = len(obj)
 *     arr = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_arr = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":354
 *     arr = np.empty(n, dtype=object)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         arr[i] = obj[i]
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":355
 * 
 *     for i from 0 <= i < n:
 *         arr[i] = obj[i]             # <<<<<<<<<<<<<<
 * 
 *     return arr
 */
    if (unlikely(__pyx_v_obj == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = __Pyx_GetItemInt_List(__pyx_v_obj, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_11 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_11 < 0) {
      __pyx_t_11 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_11 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_11 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 355; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_12 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_11, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_12);
    __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_12);
    *__pyx_t_12 = __pyx_t_5;
    __Pyx_GIVEREF(*__pyx_t_12);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }

  /* "pandas/lib.pyx":357
 *         arr[i] = obj[i]
 * 
 *     return arr             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_arr));
  __pyx_r = ((PyObject *)__pyx_v_arr);
  goto __pyx_L0;

  /* "pandas/lib.pyx":342
 *     return result.view(np.bool_)
 * 
 * def list_to_object_array(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Convert list to object ndarray. Seriously can't believe I had to write this
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.list_to_object_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":362
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_35fast_unique(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_35fast_unique = {"fast_unique", (PyCFunction)__pyx_pw_6pandas_3lib_35fast_unique, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_35fast_unique(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_unique (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_34fast_unique(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_34fast_unique(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_uniques = 0;
  PyObject *__pyx_v_table = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_stub = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_unique", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":364
 * def fast_unique(ndarray[object] values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         list uniques = []
 *         dict table = {}
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":365
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 *         list uniques = []             # <<<<<<<<<<<<<<
 *         dict table = {}
 *         object val, stub = 0
 */
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_uniques = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":366
 *         Py_ssize_t i, n = len(values)
 *         list uniques = []
 *         dict table = {}             # <<<<<<<<<<<<<<
 *         object val, stub = 0
 * 
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_table = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":367
 *         list uniques = []
 *         dict table = {}
 *         object val, stub = 0             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_stub = __pyx_int_0;

  /* "pandas/lib.pyx":369
 *         object val, stub = 0
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = values[i]
 *         if val not in table:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":370
 * 
 *     for i from 0 <= i < n:
 *         val = values[i]             # <<<<<<<<<<<<<<
 *         if val not in table:
 *             table[val] = stub
 */
    __pyx_t_3 = __pyx_v_i;
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_3, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":371
 *     for i from 0 <= i < n:
 *         val = values[i]
 *         if val not in table:             # <<<<<<<<<<<<<<
 *             table[val] = stub
 *             uniques.append(val)
 */
    __pyx_t_4 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_table, Py_NE)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 371; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = (__pyx_t_4 != 0);
    if (__pyx_t_5) {

      /* "pandas/lib.pyx":372
 *         val = values[i]
 *         if val not in table:
 *             table[val] = stub             # <<<<<<<<<<<<<<
 *             uniques.append(val)
 *     try:
 */
      if (unlikely(PyDict_SetItem(__pyx_v_table, __pyx_v_val, __pyx_v_stub) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "pandas/lib.pyx":373
 *         if val not in table:
 *             table[val] = stub
 *             uniques.append(val)             # <<<<<<<<<<<<<<
 *     try:
 *         uniques.sort()
 */
      __pyx_t_6 = __Pyx_PyList_Append(__pyx_v_uniques, __pyx_v_val); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":374
 *             table[val] = stub
 *             uniques.append(val)
 *     try:             # <<<<<<<<<<<<<<
 *         uniques.sort()
 *     except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_7);
    __Pyx_XGOTREF(__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_9);
    /*try:*/ {

      /* "pandas/lib.pyx":375
 *             uniques.append(val)
 *     try:
 *         uniques.sort()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         pass
 */
      __pyx_t_6 = PyList_Sort(__pyx_v_uniques); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
    }
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    goto __pyx_L13_try_end;
    __pyx_L6_error:;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/lib.pyx":376
 *     try:
 *         uniques.sort()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         pass
 * 
 */
    __pyx_t_10 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_10) {
      PyErr_Restore(0,0,0);
      goto __pyx_L7_exception_handled;
    }
    goto __pyx_L8_except_error;
    __pyx_L8_except_error:;
    __Pyx_XGIVEREF(__pyx_t_7);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_ExceptionReset(__pyx_t_7, __pyx_t_8, __pyx_t_9);
    goto __pyx_L1_error;
    __pyx_L7_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_7);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_ExceptionReset(__pyx_t_7, __pyx_t_8, __pyx_t_9);
    __pyx_L13_try_end:;
  }

  /* "pandas/lib.pyx":379
 *         pass
 * 
 *     return uniques             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_uniques);
  __pyx_r = __pyx_v_uniques;
  goto __pyx_L0;

  /* "pandas/lib.pyx":362
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.fast_unique", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_uniques);
  __Pyx_XDECREF(__pyx_v_table);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_stub);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":383
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple(list arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         ndarray[object] buf
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_37fast_unique_multiple(PyObject *__pyx_self, PyObject *__pyx_v_arrays); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_37fast_unique_multiple = {"fast_unique_multiple", (PyCFunction)__pyx_pw_6pandas_3lib_37fast_unique_multiple, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_37fast_unique_multiple(PyObject *__pyx_self, PyObject *__pyx_v_arrays) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_unique_multiple (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arrays), (&PyList_Type), 1, "arrays", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_36fast_unique_multiple(__pyx_self, ((PyObject*)__pyx_v_arrays));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_36fast_unique_multiple(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arrays) {
  PyArrayObject *__pyx_v_buf = 0;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_uniques = 0;
  PyObject *__pyx_v_table = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_stub = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_buf;
  __Pyx_Buffer __pyx_pybuffer_buf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_unique_multiple", 0);
  __pyx_pybuffer_buf.pybuffer.buf = NULL;
  __pyx_pybuffer_buf.refcount = 0;
  __pyx_pybuffernd_buf.data = NULL;
  __pyx_pybuffernd_buf.rcbuffer = &__pyx_pybuffer_buf;

  /* "pandas/lib.pyx":386
 *     cdef:
 *         ndarray[object] buf
 *         Py_ssize_t k = len(arrays)             # <<<<<<<<<<<<<<
 *         Py_ssize_t i, j, n
 *         list uniques = []
 */
  if (unlikely(__pyx_v_arrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_arrays); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_1;

  /* "pandas/lib.pyx":388
 *         Py_ssize_t k = len(arrays)
 *         Py_ssize_t i, j, n
 *         list uniques = []             # <<<<<<<<<<<<<<
 *         dict table = {}
 *         object val, stub = 0
 */
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_uniques = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":389
 *         Py_ssize_t i, j, n
 *         list uniques = []
 *         dict table = {}             # <<<<<<<<<<<<<<
 *         object val, stub = 0
 * 
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_table = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":390
 *         list uniques = []
 *         dict table = {}
 *         object val, stub = 0             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < k:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_stub = __pyx_int_0;

  /* "pandas/lib.pyx":392
 *         object val, stub = 0
 * 
 *     for i from 0 <= i < k:             # <<<<<<<<<<<<<<
 *         buf = arrays[i]
 *         n = len(buf)
 */
  __pyx_t_1 = __pyx_v_k;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":393
 * 
 *     for i from 0 <= i < k:
 *         buf = arrays[i]             # <<<<<<<<<<<<<<
 *         n = len(buf)
 *         for j from 0 <= j < n:
 */
    if (unlikely(__pyx_v_arrays == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    if (!(likely(((PyList_GET_ITEM(__pyx_v_arrays, __pyx_v_i)) == Py_None) || likely(__Pyx_TypeTest(PyList_GET_ITEM(__pyx_v_arrays, __pyx_v_i), __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyList_GET_ITEM(__pyx_v_arrays, __pyx_v_i);
    __Pyx_INCREF(__pyx_t_2);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_buf.rcbuffer->pybuffer);
      __pyx_t_3 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_buf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_t_2), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_3 < 0)) {
        PyErr_Fetch(&__pyx_t_4, &__pyx_t_5, &__pyx_t_6);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_buf.rcbuffer->pybuffer, (PyObject*)__pyx_v_buf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_4); Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_6);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_4, __pyx_t_5, __pyx_t_6);
        }
      }
      __pyx_pybuffernd_buf.diminfo[0].strides = __pyx_pybuffernd_buf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_buf.diminfo[0].shape = __pyx_pybuffernd_buf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_XDECREF_SET(__pyx_v_buf, ((PyArrayObject *)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":394
 *     for i from 0 <= i < k:
 *         buf = arrays[i]
 *         n = len(buf)             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < n:
 *             val = buf[j]
 */
    __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_buf)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_n = __pyx_t_7;

    /* "pandas/lib.pyx":395
 *         buf = arrays[i]
 *         n = len(buf)
 *         for j from 0 <= j < n:             # <<<<<<<<<<<<<<
 *             val = buf[j]
 *             if val not in table:
 */
    __pyx_t_7 = __pyx_v_n;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) {

      /* "pandas/lib.pyx":396
 *         n = len(buf)
 *         for j from 0 <= j < n:
 *             val = buf[j]             # <<<<<<<<<<<<<<
 *             if val not in table:
 *                 table[val] = stub
 */
      __pyx_t_8 = __pyx_v_j;
      __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_buf.rcbuffer->pybuffer.buf, __pyx_t_8, __pyx_pybuffernd_buf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/lib.pyx":397
 *         for j from 0 <= j < n:
 *             val = buf[j]
 *             if val not in table:             # <<<<<<<<<<<<<<
 *                 table[val] = stub
 *                 uniques.append(val)
 */
      __pyx_t_9 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_table, Py_NE)); if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_10 = (__pyx_t_9 != 0);
      if (__pyx_t_10) {

        /* "pandas/lib.pyx":398
 *             val = buf[j]
 *             if val not in table:
 *                 table[val] = stub             # <<<<<<<<<<<<<<
 *                 uniques.append(val)
 *     try:
 */
        if (unlikely(PyDict_SetItem(__pyx_v_table, __pyx_v_val, __pyx_v_stub) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "pandas/lib.pyx":399
 *             if val not in table:
 *                 table[val] = stub
 *                 uniques.append(val)             # <<<<<<<<<<<<<<
 *     try:
 *         uniques.sort()
 */
        __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_uniques, __pyx_v_val); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 399; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        goto __pyx_L7;
      }
      __pyx_L7:;
    }
  }

  /* "pandas/lib.pyx":400
 *                 table[val] = stub
 *                 uniques.append(val)
 *     try:             # <<<<<<<<<<<<<<
 *         uniques.sort()
 *     except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_6, &__pyx_t_5, &__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_6);
    __Pyx_XGOTREF(__pyx_t_5);
    __Pyx_XGOTREF(__pyx_t_4);
    /*try:*/ {

      /* "pandas/lib.pyx":401
 *                 uniques.append(val)
 *     try:
 *         uniques.sort()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         pass
 */
      __pyx_t_11 = PyList_Sort(__pyx_v_uniques); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L8_error;}
    }
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L15_try_end;
    __pyx_L8_error:;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/lib.pyx":402
 *     try:
 *         uniques.sort()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         pass
 * 
 */
    __pyx_t_3 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_3) {
      PyErr_Restore(0,0,0);
      goto __pyx_L9_exception_handled;
    }
    goto __pyx_L10_except_error;
    __pyx_L10_except_error:;
    __Pyx_XGIVEREF(__pyx_t_6);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_5, __pyx_t_4);
    goto __pyx_L1_error;
    __pyx_L9_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_6);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_6, __pyx_t_5, __pyx_t_4);
    __pyx_L15_try_end:;
  }

  /* "pandas/lib.pyx":405
 *         pass
 * 
 *     return uniques             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_uniques);
  __pyx_r = __pyx_v_uniques;
  goto __pyx_L0;

  /* "pandas/lib.pyx":383
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple(list arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         ndarray[object] buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_buf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.fast_unique_multiple", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_buf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_buf);
  __Pyx_XDECREF(__pyx_v_uniques);
  __Pyx_XDECREF(__pyx_v_table);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_stub);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":409
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list(list lists):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_39fast_unique_multiple_list(PyObject *__pyx_self, PyObject *__pyx_v_lists); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_39fast_unique_multiple_list = {"fast_unique_multiple_list", (PyCFunction)__pyx_pw_6pandas_3lib_39fast_unique_multiple_list, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_39fast_unique_multiple_list(PyObject *__pyx_self, PyObject *__pyx_v_lists) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_unique_multiple_list (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_lists), (&PyList_Type), 1, "lists", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_38fast_unique_multiple_list(__pyx_self, ((PyObject*)__pyx_v_lists));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_38fast_unique_multiple_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lists) {
  PyObject *__pyx_v_buf = 0;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_uniques = 0;
  PyObject *__pyx_v_table = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_stub = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_unique_multiple_list", 0);

  /* "pandas/lib.pyx":412
 *     cdef:
 *         list buf
 *         Py_ssize_t k = len(lists)             # <<<<<<<<<<<<<<
 *         Py_ssize_t i, j, n
 *         list uniques = []
 */
  if (unlikely(__pyx_v_lists == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_lists); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_1;

  /* "pandas/lib.pyx":414
 *         Py_ssize_t k = len(lists)
 *         Py_ssize_t i, j, n
 *         list uniques = []             # <<<<<<<<<<<<<<
 *         dict table = {}
 *         object val, stub = 0
 */
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_uniques = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":415
 *         Py_ssize_t i, j, n
 *         list uniques = []
 *         dict table = {}             # <<<<<<<<<<<<<<
 *         object val, stub = 0
 * 
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_table = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":416
 *         list uniques = []
 *         dict table = {}
 *         object val, stub = 0             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < k:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_stub = __pyx_int_0;

  /* "pandas/lib.pyx":418
 *         object val, stub = 0
 * 
 *     for i from 0 <= i < k:             # <<<<<<<<<<<<<<
 *         buf = lists[i]
 *         n = len(buf)
 */
  __pyx_t_1 = __pyx_v_k;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":419
 * 
 *     for i from 0 <= i < k:
 *         buf = lists[i]             # <<<<<<<<<<<<<<
 *         n = len(buf)
 *         for j from 0 <= j < n:
 */
    if (unlikely(__pyx_v_lists == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    if (!(likely(PyList_CheckExact(PyList_GET_ITEM(__pyx_v_lists, __pyx_v_i)))||((PyList_GET_ITEM(__pyx_v_lists, __pyx_v_i)) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(PyList_GET_ITEM(__pyx_v_lists, __pyx_v_i))->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyList_GET_ITEM(__pyx_v_lists, __pyx_v_i);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_buf, ((PyObject*)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":420
 *     for i from 0 <= i < k:
 *         buf = lists[i]
 *         n = len(buf)             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < n:
 *             val = buf[j]
 */
    if (unlikely(__pyx_v_buf == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = PyList_GET_SIZE(__pyx_v_buf); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_n = __pyx_t_3;

    /* "pandas/lib.pyx":421
 *         buf = lists[i]
 *         n = len(buf)
 *         for j from 0 <= j < n:             # <<<<<<<<<<<<<<
 *             val = buf[j]
 *             if val not in table:
 */
    __pyx_t_3 = __pyx_v_n;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_3; __pyx_v_j++) {

      /* "pandas/lib.pyx":422
 *         n = len(buf)
 *         for j from 0 <= j < n:
 *             val = buf[j]             # <<<<<<<<<<<<<<
 *             if val not in table:
 *                 table[val] = stub
 */
      if (unlikely(__pyx_v_buf == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = PyList_GET_ITEM(__pyx_v_buf, __pyx_v_j);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/lib.pyx":423
 *         for j from 0 <= j < n:
 *             val = buf[j]
 *             if val not in table:             # <<<<<<<<<<<<<<
 *                 table[val] = stub
 *                 uniques.append(val)
 */
      __pyx_t_4 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_table, Py_NE)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_5 = (__pyx_t_4 != 0);
      if (__pyx_t_5) {

        /* "pandas/lib.pyx":424
 *             val = buf[j]
 *             if val not in table:
 *                 table[val] = stub             # <<<<<<<<<<<<<<
 *                 uniques.append(val)
 *     try:
 */
        if (unlikely(PyDict_SetItem(__pyx_v_table, __pyx_v_val, __pyx_v_stub) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "pandas/lib.pyx":425
 *             if val not in table:
 *                 table[val] = stub
 *                 uniques.append(val)             # <<<<<<<<<<<<<<
 *     try:
 *         uniques.sort()
 */
        __pyx_t_6 = __Pyx_PyList_Append(__pyx_v_uniques, __pyx_v_val); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        goto __pyx_L7;
      }
      __pyx_L7:;
    }
  }

  /* "pandas/lib.pyx":426
 *                 table[val] = stub
 *                 uniques.append(val)
 *     try:             # <<<<<<<<<<<<<<
 *         uniques.sort()
 *     except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_7);
    __Pyx_XGOTREF(__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_9);
    /*try:*/ {

      /* "pandas/lib.pyx":427
 *                 uniques.append(val)
 *     try:
 *         uniques.sort()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         pass
 */
      __pyx_t_6 = PyList_Sort(__pyx_v_uniques); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L8_error;}
    }
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    goto __pyx_L15_try_end;
    __pyx_L8_error:;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/lib.pyx":428
 *     try:
 *         uniques.sort()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         pass
 * 
 */
    __pyx_t_10 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_10) {
      PyErr_Restore(0,0,0);
      goto __pyx_L9_exception_handled;
    }
    goto __pyx_L10_except_error;
    __pyx_L10_except_error:;
    __Pyx_XGIVEREF(__pyx_t_7);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_ExceptionReset(__pyx_t_7, __pyx_t_8, __pyx_t_9);
    goto __pyx_L1_error;
    __pyx_L9_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_7);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_ExceptionReset(__pyx_t_7, __pyx_t_8, __pyx_t_9);
    __pyx_L15_try_end:;
  }

  /* "pandas/lib.pyx":431
 *         pass
 * 
 *     return uniques             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_uniques);
  __pyx_r = __pyx_v_uniques;
  goto __pyx_L0;

  /* "pandas/lib.pyx":409
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list(list lists):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib.fast_unique_multiple_list", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_buf);
  __Pyx_XDECREF(__pyx_v_uniques);
  __Pyx_XDECREF(__pyx_v_table);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_stub);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":435
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list_gen(object gen):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_41fast_unique_multiple_list_gen(PyObject *__pyx_self, PyObject *__pyx_v_gen); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_41fast_unique_multiple_list_gen = {"fast_unique_multiple_list_gen", (PyCFunction)__pyx_pw_6pandas_3lib_41fast_unique_multiple_list_gen, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_41fast_unique_multiple_list_gen(PyObject *__pyx_self, PyObject *__pyx_v_gen) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_unique_multiple_list_gen (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_40fast_unique_multiple_list_gen(__pyx_self, ((PyObject *)__pyx_v_gen));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_40fast_unique_multiple_list_gen(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_gen) {
  PyObject *__pyx_v_buf = 0;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_uniques = 0;
  PyObject *__pyx_v_table = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_stub = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_unique_multiple_list_gen", 0);

  /* "pandas/lib.pyx":439
 *         list buf
 *         Py_ssize_t j, n
 *         list uniques = []             # <<<<<<<<<<<<<<
 *         dict table = {}
 *         object val, stub = 0
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 439; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_uniques = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":440
 *         Py_ssize_t j, n
 *         list uniques = []
 *         dict table = {}             # <<<<<<<<<<<<<<
 *         object val, stub = 0
 * 
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 440; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_table = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":441
 *         list uniques = []
 *         dict table = {}
 *         object val, stub = 0             # <<<<<<<<<<<<<<
 * 
 *     for buf in gen:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_v_stub = __pyx_int_0;

  /* "pandas/lib.pyx":443
 *         object val, stub = 0
 * 
 *     for buf in gen:             # <<<<<<<<<<<<<<
 *         n = len(buf)
 *         for j from 0 <= j < n:
 */
  if (likely(PyList_CheckExact(__pyx_v_gen)) || PyTuple_CheckExact(__pyx_v_gen)) {
    __pyx_t_1 = __pyx_v_gen; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_v_gen); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    if (!(likely(PyList_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_buf, ((PyObject*)__pyx_t_4));
    __pyx_t_4 = 0;

    /* "pandas/lib.pyx":444
 * 
 *     for buf in gen:
 *         n = len(buf)             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < n:
 *             val = buf[j]
 */
    if (unlikely(__pyx_v_buf == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = PyList_GET_SIZE(__pyx_v_buf); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_n = __pyx_t_5;

    /* "pandas/lib.pyx":445
 *     for buf in gen:
 *         n = len(buf)
 *         for j from 0 <= j < n:             # <<<<<<<<<<<<<<
 *             val = buf[j]
 *             if val not in table:
 */
    __pyx_t_5 = __pyx_v_n;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_5; __pyx_v_j++) {

      /* "pandas/lib.pyx":446
 *         n = len(buf)
 *         for j from 0 <= j < n:
 *             val = buf[j]             # <<<<<<<<<<<<<<
 *             if val not in table:
 *                 table[val] = stub
 */
      if (unlikely(__pyx_v_buf == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_4 = PyList_GET_ITEM(__pyx_v_buf, __pyx_v_j);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "pandas/lib.pyx":447
 *         for j from 0 <= j < n:
 *             val = buf[j]
 *             if val not in table:             # <<<<<<<<<<<<<<
 *                 table[val] = stub
 *                 uniques.append(val)
 */
      __pyx_t_6 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_table, Py_NE)); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_7 = (__pyx_t_6 != 0);
      if (__pyx_t_7) {

        /* "pandas/lib.pyx":448
 *             val = buf[j]
 *             if val not in table:
 *                 table[val] = stub             # <<<<<<<<<<<<<<
 *                 uniques.append(val)
 * 
 */
        if (unlikely(PyDict_SetItem(__pyx_v_table, __pyx_v_val, __pyx_v_stub) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "pandas/lib.pyx":449
 *             if val not in table:
 *                 table[val] = stub
 *                 uniques.append(val)             # <<<<<<<<<<<<<<
 * 
 *     try:
 */
        __pyx_t_8 = __Pyx_PyList_Append(__pyx_v_uniques, __pyx_v_val); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        goto __pyx_L7;
      }
      __pyx_L7:;
    }

    /* "pandas/lib.pyx":443
 *         object val, stub = 0
 * 
 *     for buf in gen:             # <<<<<<<<<<<<<<
 *         n = len(buf)
 *         for j from 0 <= j < n:
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/lib.pyx":451
 *                 uniques.append(val)
 * 
 *     try:             # <<<<<<<<<<<<<<
 *         uniques.sort()
 *     except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_11);
    /*try:*/ {

      /* "pandas/lib.pyx":452
 * 
 *     try:
 *         uniques.sort()             # <<<<<<<<<<<<<<
 *     except Exception:
 *         pass
 */
      __pyx_t_8 = PyList_Sort(__pyx_v_uniques); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L8_error;}
    }
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    goto __pyx_L15_try_end;
    __pyx_L8_error:;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "pandas/lib.pyx":453
 *     try:
 *         uniques.sort()
 *     except Exception:             # <<<<<<<<<<<<<<
 *         pass
 * 
 */
    __pyx_t_12 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_12) {
      PyErr_Restore(0,0,0);
      goto __pyx_L9_exception_handled;
    }
    goto __pyx_L10_except_error;
    __pyx_L10_except_error:;
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
    goto __pyx_L1_error;
    __pyx_L9_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
    __pyx_L15_try_end:;
  }

  /* "pandas/lib.pyx":456
 *         pass
 * 
 *     return uniques             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_uniques);
  __pyx_r = __pyx_v_uniques;
  goto __pyx_L0;

  /* "pandas/lib.pyx":435
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list_gen(object gen):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.fast_unique_multiple_list_gen", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_buf);
  __Pyx_XDECREF(__pyx_v_uniques);
  __Pyx_XDECREF(__pyx_v_table);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_stub);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":460
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def dicts_to_array(list dicts, list columns):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, k, n
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_43dicts_to_array(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_43dicts_to_array = {"dicts_to_array", (PyCFunction)__pyx_pw_6pandas_3lib_43dicts_to_array, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_43dicts_to_array(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_dicts = 0;
  PyObject *__pyx_v_columns = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("dicts_to_array (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dicts,&__pyx_n_s_columns,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dicts)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_columns)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("dicts_to_array", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "dicts_to_array") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_dicts = ((PyObject*)values[0]);
    __pyx_v_columns = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("dicts_to_array", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.dicts_to_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dicts), (&PyList_Type), 1, "dicts", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_columns), (&PyList_Type), 1, "columns", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_42dicts_to_array(__pyx_self, __pyx_v_dicts, __pyx_v_columns);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_42dicts_to_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dicts, PyObject *__pyx_v_columns) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_row = 0;
  PyObject *__pyx_v_col = 0;
  PyObject *__pyx_v_onan = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  PyObject **__pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("dicts_to_array", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":465
 *         ndarray[object, ndim=2] result
 *         dict row
 *         object col, onan = np.nan             # <<<<<<<<<<<<<<
 * 
 *     k = len(columns)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 465; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_nan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 465; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_onan = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":467
 *         object col, onan = np.nan
 * 
 *     k = len(columns)             # <<<<<<<<<<<<<<
 *     n = len(dicts)
 * 
 */
  if (unlikely(__pyx_v_columns == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_3 = PyList_GET_SIZE(__pyx_v_columns); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_3;

  /* "pandas/lib.pyx":468
 * 
 *     k = len(columns)
 *     n = len(dicts)             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty((n, k), dtype='O')
 */
  if (unlikely(__pyx_v_dicts == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_3 = PyList_GET_SIZE(__pyx_v_dicts); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_3;

  /* "pandas/lib.pyx":470
 *     n = len(dicts)
 * 
 *     result = np.empty((n, k), dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_2 = 0;
  __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":472
 *     result = np.empty((n, k), dtype='O')
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         row = dicts[i]
 *         for j in range(k):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_3; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/lib.pyx":473
 * 
 *     for i in range(n):
 *         row = dicts[i]             # <<<<<<<<<<<<<<
 *         for j in range(k):
 *             col = columns[j]
 */
    if (unlikely(__pyx_v_dicts == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    if (!(likely(PyDict_CheckExact(PyList_GET_ITEM(__pyx_v_dicts, __pyx_v_i)))||((PyList_GET_ITEM(__pyx_v_dicts, __pyx_v_i)) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "dict", Py_TYPE(PyList_GET_ITEM(__pyx_v_dicts, __pyx_v_i))->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyList_GET_ITEM(__pyx_v_dicts, __pyx_v_i);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_row, ((PyObject*)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":474
 *     for i in range(n):
 *         row = dicts[i]
 *         for j in range(k):             # <<<<<<<<<<<<<<
 *             col = columns[j]
 *             if col in row:
 */
    __pyx_t_12 = __pyx_v_k;
    for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) {
      __pyx_v_j = __pyx_t_13;

      /* "pandas/lib.pyx":475
 *         row = dicts[i]
 *         for j in range(k):
 *             col = columns[j]             # <<<<<<<<<<<<<<
 *             if col in row:
 *                 result[i, j] = row[col]
 */
      if (unlikely(__pyx_v_columns == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 475; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = PyList_GET_ITEM(__pyx_v_columns, __pyx_v_j);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_col, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/lib.pyx":476
 *         for j in range(k):
 *             col = columns[j]
 *             if col in row:             # <<<<<<<<<<<<<<
 *                 result[i, j] = row[col]
 *             else:
 */
      if (unlikely(__pyx_v_row == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_14 = (__Pyx_PyDict_Contains(__pyx_v_col, __pyx_v_row, Py_EQ)); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_15 = (__pyx_t_14 != 0);
      if (__pyx_t_15) {

        /* "pandas/lib.pyx":477
 *             col = columns[j]
 *             if col in row:
 *                 result[i, j] = row[col]             # <<<<<<<<<<<<<<
 *             else:
 *                 result[i, j] = onan
 */
        if (unlikely(__pyx_v_row == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 477; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_v_row, __pyx_v_col); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 477; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_16 = __pyx_v_i;
        __pyx_t_17 = __pyx_v_j;
        __pyx_t_18 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_17, __pyx_pybuffernd_result.diminfo[1].strides);
        __Pyx_GOTREF(*__pyx_t_18);
        __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_18);
        *__pyx_t_18 = __pyx_t_2;
        __Pyx_GIVEREF(*__pyx_t_18);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        goto __pyx_L7;
      }
      /*else*/ {

        /* "pandas/lib.pyx":479
 *                 result[i, j] = row[col]
 *             else:
 *                 result[i, j] = onan             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
        __pyx_t_19 = __pyx_v_i;
        __pyx_t_20 = __pyx_v_j;
        __pyx_t_18 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_20, __pyx_pybuffernd_result.diminfo[1].strides);
        __Pyx_GOTREF(*__pyx_t_18);
        __Pyx_INCREF(__pyx_v_onan); __Pyx_DECREF(*__pyx_t_18);
        *__pyx_t_18 = __pyx_v_onan;
        __Pyx_GIVEREF(*__pyx_t_18);
      }
      __pyx_L7:;
    }
  }

  /* "pandas/lib.pyx":481
 *                 result[i, j] = onan
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def fast_zip(list ndarrays):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":460
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def dicts_to_array(list dicts, list columns):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, k, n
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.dicts_to_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_row);
  __Pyx_XDECREF(__pyx_v_col);
  __Pyx_XDECREF(__pyx_v_onan);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":483
 *     return result
 * 
 * def fast_zip(list ndarrays):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_45fast_zip(PyObject *__pyx_self, PyObject *__pyx_v_ndarrays); /*proto*/
static char __pyx_doc_6pandas_3lib_44fast_zip[] = "\n    For zipping multiple ndarrays into an ndarray of tuples\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_45fast_zip = {"fast_zip", (PyCFunction)__pyx_pw_6pandas_3lib_45fast_zip, METH_O, __pyx_doc_6pandas_3lib_44fast_zip};
static PyObject *__pyx_pw_6pandas_3lib_45fast_zip(PyObject *__pyx_self, PyObject *__pyx_v_ndarrays) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_zip (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_ndarrays), (&PyList_Type), 1, "ndarrays", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_44fast_zip(__pyx_self, ((PyObject*)__pyx_v_ndarrays));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_44fast_zip(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ndarrays) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyArrayIterObject *__pyx_v_it = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_tup = 0;
  PyObject *__pyx_v_arr = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  PyObject **__pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_zip", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":493
 *         object val, tup
 * 
 *     k = len(ndarrays)             # <<<<<<<<<<<<<<
 *     n = len(ndarrays[0])
 * 
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_ndarrays); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 493; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_1;

  /* "pandas/lib.pyx":494
 * 
 *     k = len(ndarrays)
 *     n = len(ndarrays[0])             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=object)
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, 0, long, 1, __Pyx_PyInt_From_long, 1, 0, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":496
 *     n = len(ndarrays[0])
 * 
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     # initialize tuples on first pass
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":499
 * 
 *     # initialize tuples on first pass
 *     arr = ndarrays[0]             # <<<<<<<<<<<<<<
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_5 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, 0, long, 1, __Pyx_PyInt_From_long, 1, 0, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_v_arr = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":500
 *     # initialize tuples on first pass
 *     arr = ndarrays[0]
 *     it = <flatiter> PyArray_IterNew(arr)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 */
  __pyx_t_5 = PyArray_IterNew(__pyx_v_arr); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = __pyx_t_5;
  __Pyx_INCREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_it = ((PyArrayIterObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":501
 *     arr = ndarrays[0]
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *         tup = PyTuple_New(k)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/lib.pyx":502
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))             # <<<<<<<<<<<<<<
 *         tup = PyTuple_New(k)
 * 
 */
    if (!(likely(((__pyx_v_arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_arr, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyArray_GETITEM(((PyArrayObject *)__pyx_v_arr), PyArray_ITER_DATA(__pyx_v_it)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":503
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *         tup = PyTuple_New(k)             # <<<<<<<<<<<<<<
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)
 */
    __pyx_t_2 = PyTuple_New(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_tup, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":505
 *         tup = PyTuple_New(k)
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)             # <<<<<<<<<<<<<<
 *         Py_INCREF(val)
 *         result[i] = tup
 */
    PyTuple_SET_ITEM(__pyx_v_tup, 0, __pyx_v_val);

    /* "pandas/lib.pyx":506
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)
 *         Py_INCREF(val)             # <<<<<<<<<<<<<<
 *         result[i] = tup
 *         PyArray_ITER_NEXT(it)
 */
    Py_INCREF(__pyx_v_val);

    /* "pandas/lib.pyx":507
 *         PyTuple_SET_ITEM(tup, 0, val)
 *         Py_INCREF(val)
 *         result[i] = tup             # <<<<<<<<<<<<<<
 *         PyArray_ITER_NEXT(it)
 * 
 */
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_12 < 0) {
      __pyx_t_12 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_13 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_13);
    __Pyx_INCREF(__pyx_v_tup); __Pyx_DECREF(*__pyx_t_13);
    *__pyx_t_13 = __pyx_v_tup;
    __Pyx_GIVEREF(*__pyx_t_13);

    /* "pandas/lib.pyx":508
 *         Py_INCREF(val)
 *         result[i] = tup
 *         PyArray_ITER_NEXT(it)             # <<<<<<<<<<<<<<
 * 
 *     for j in range(1, k):
 */
    PyArray_ITER_NEXT(__pyx_v_it);
  }

  /* "pandas/lib.pyx":510
 *         PyArray_ITER_NEXT(it)
 * 
 *     for j in range(1, k):             # <<<<<<<<<<<<<<
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)
 */
  __pyx_t_1 = __pyx_v_k;
  for (__pyx_t_11 = 1; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_j = __pyx_t_11;

    /* "pandas/lib.pyx":511
 * 
 *     for j in range(1, k):
 *         arr = ndarrays[j]             # <<<<<<<<<<<<<<
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 */
    if (unlikely(__pyx_v_ndarrays == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 511; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 511; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF_SET(__pyx_v_arr, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":512
 *     for j in range(1, k):
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)             # <<<<<<<<<<<<<<
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')
 */
    __pyx_t_2 = PyArray_IterNew(__pyx_v_arr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = __pyx_t_2;
    __Pyx_INCREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF_SET(__pyx_v_it, ((PyArrayIterObject *)__pyx_t_5));
    __pyx_t_5 = 0;

    /* "pandas/lib.pyx":513
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:             # <<<<<<<<<<<<<<
 *             raise ValueError('all arrays must be same length')
 * 
 */
    __pyx_t_14 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_14 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_15 = ((__pyx_t_14 != __pyx_v_n) != 0);
    if (__pyx_t_15) {

      /* "pandas/lib.pyx":514
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":516
 *             raise ValueError('all arrays must be same length')
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             PyTuple_SET_ITEM(result[i], j, val)
 */
    __pyx_t_14 = __pyx_v_n;
    for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_14; __pyx_t_16+=1) {
      __pyx_v_i = __pyx_t_16;

      /* "pandas/lib.pyx":517
 * 
 *         for i in range(n):
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))             # <<<<<<<<<<<<<<
 *             PyTuple_SET_ITEM(result[i], j, val)
 *             Py_INCREF(val)
 */
      if (!(likely(((__pyx_v_arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_arr, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 517; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_5 = PyArray_GETITEM(((PyArrayObject *)__pyx_v_arr), PyArray_ITER_DATA(__pyx_v_it)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 517; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_5);
      __pyx_t_5 = 0;

      /* "pandas/lib.pyx":518
 *         for i in range(n):
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             PyTuple_SET_ITEM(result[i], j, val)             # <<<<<<<<<<<<<<
 *             Py_INCREF(val)
 *             PyArray_ITER_NEXT(it)
 */
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 518; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, __pyx_v_j, __pyx_v_val);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/lib.pyx":519
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             PyTuple_SET_ITEM(result[i], j, val)
 *             Py_INCREF(val)             # <<<<<<<<<<<<<<
 *             PyArray_ITER_NEXT(it)
 * 
 */
      Py_INCREF(__pyx_v_val);

      /* "pandas/lib.pyx":520
 *             PyTuple_SET_ITEM(result[i], j, val)
 *             Py_INCREF(val)
 *             PyArray_ITER_NEXT(it)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
      PyArray_ITER_NEXT(__pyx_v_it);
    }
  }

  /* "pandas/lib.pyx":522
 *             PyArray_ITER_NEXT(it)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def get_reverse_indexer(ndarray[int64_t] indexer, Py_ssize_t length):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":483
 *     return result
 * 
 * def fast_zip(list ndarrays):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.fast_zip", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_it);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":524
 *     return result
 * 
 * def get_reverse_indexer(ndarray[int64_t] indexer, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *     """
 *     Reverse indexing operation.
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_47get_reverse_indexer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_46get_reverse_indexer[] = "\n    Reverse indexing operation.\n\n    Given `indexer`, make `indexer_inv` of it, such that::\n\n        indexer_inv[indexer[x]] = x\n\n    .. note:: If indexer is not unique, only first occurrence is accounted.\n\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_47get_reverse_indexer = {"get_reverse_indexer", (PyCFunction)__pyx_pw_6pandas_3lib_47get_reverse_indexer, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_46get_reverse_indexer};
static PyObject *__pyx_pw_6pandas_3lib_47get_reverse_indexer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_indexer = 0;
  Py_ssize_t __pyx_v_length;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_reverse_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_indexer,&__pyx_n_s_length,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_indexer)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_length)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_reverse_indexer", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_reverse_indexer") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_indexer = ((PyArrayObject *)values[0]);
    __pyx_v_length = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_length == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_reverse_indexer", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.get_reverse_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indexer), __pyx_ptype_5numpy_ndarray, 1, "indexer", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_46get_reverse_indexer(__pyx_self, __pyx_v_indexer, __pyx_v_length);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_46get_reverse_indexer(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_indexer, Py_ssize_t __pyx_v_length) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_rev_indexer = 0;
  __pyx_t_5numpy_int64_t __pyx_v_idx;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_indexer;
  __Pyx_Buffer __pyx_pybuffer_indexer;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_rev_indexer;
  __Pyx_Buffer __pyx_pybuffer_rev_indexer;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  __pyx_t_5numpy_int64_t __pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_reverse_indexer", 0);
  __pyx_pybuffer_rev_indexer.pybuffer.buf = NULL;
  __pyx_pybuffer_rev_indexer.refcount = 0;
  __pyx_pybuffernd_rev_indexer.data = NULL;
  __pyx_pybuffernd_rev_indexer.rcbuffer = &__pyx_pybuffer_rev_indexer;
  __pyx_pybuffer_indexer.pybuffer.buf = NULL;
  __pyx_pybuffer_indexer.refcount = 0;
  __pyx_pybuffernd_indexer.data = NULL;
  __pyx_pybuffernd_indexer.rcbuffer = &__pyx_pybuffer_indexer;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_v_indexer, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_indexer.diminfo[0].strides = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_indexer.diminfo[0].shape = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":537
 * 
 *     cdef:
 *         Py_ssize_t i, n = len(indexer)             # <<<<<<<<<<<<<<
 *         ndarray[int64_t] rev_indexer
 *         int64_t idx
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_indexer)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":541
 *         int64_t idx
 * 
 *     rev_indexer = np.empty(length, dtype=np.int64)             # <<<<<<<<<<<<<<
 *     rev_indexer.fill(-1)
 *     for i in range(n):
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_v_rev_indexer, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_rev_indexer.diminfo[0].strides = __pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_rev_indexer.diminfo[0].shape = __pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_rev_indexer = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":542
 * 
 *     rev_indexer = np.empty(length, dtype=np.int64)
 *     rev_indexer.fill(-1)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         idx = indexer[i]
 */
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_rev_indexer), __pyx_n_s_fill); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 542; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 542; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":543
 *     rev_indexer = np.empty(length, dtype=np.int64)
 *     rev_indexer.fill(-1)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         idx = indexer[i]
 *         if idx != -1:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":544
 *     rev_indexer.fill(-1)
 *     for i in range(n):
 *         idx = indexer[i]             # <<<<<<<<<<<<<<
 *         if idx != -1:
 *             rev_indexer[idx] = i
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_indexer.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_idx = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_indexer.diminfo[0].strides));

    /* "pandas/lib.pyx":545
 *     for i in range(n):
 *         idx = indexer[i]
 *         if idx != -1:             # <<<<<<<<<<<<<<
 *             rev_indexer[idx] = i
 * 
 */
    __pyx_t_14 = ((__pyx_v_idx != -1) != 0);
    if (__pyx_t_14) {

      /* "pandas/lib.pyx":546
 *         idx = indexer[i]
 *         if idx != -1:
 *             rev_indexer[idx] = i             # <<<<<<<<<<<<<<
 * 
 *     return rev_indexer
 */
      __pyx_t_15 = __pyx_v_idx;
      __pyx_t_8 = -1;
      if (__pyx_t_15 < 0) {
        __pyx_t_15 += __pyx_pybuffernd_rev_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_15 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_rev_indexer.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_rev_indexer.diminfo[0].strides) = __pyx_v_i;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":548
 *             rev_indexer[idx] = i
 * 
 *     return rev_indexer             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_rev_indexer));
  __pyx_r = ((PyObject *)__pyx_v_rev_indexer);
  goto __pyx_L0;

  /* "pandas/lib.pyx":524
 *     return result
 * 
 * def get_reverse_indexer(ndarray[int64_t] indexer, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *     """
 *     Reverse indexing operation.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.get_reverse_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_rev_indexer.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_rev_indexer);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":551
 * 
 * 
 * def has_infs_f4(ndarray[float32_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_49has_infs_f4(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_49has_infs_f4 = {"has_infs_f4", (PyCFunction)__pyx_pw_6pandas_3lib_49has_infs_f4, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_49has_infs_f4(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("has_infs_f4 (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_48has_infs_f4(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_48has_infs_f4(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  __pyx_t_5numpy_float32_t __pyx_v_inf;
  __pyx_t_5numpy_float32_t __pyx_v_neginf;
  __pyx_t_5numpy_float32_t __pyx_v_val;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __pyx_t_5numpy_float32_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("has_infs_f4", 0);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":553
 * def has_infs_f4(ndarray[float32_t] arr):
 *     cdef:
 *         Py_ssize_t i, n = len(arr)             # <<<<<<<<<<<<<<
 *         float32_t inf, neginf, val
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 553; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":556
 *         float32_t inf, neginf, val
 * 
 *     inf = np.inf             # <<<<<<<<<<<<<<
 *     neginf = -inf
 * 
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_inf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __pyx_PyFloat_AsFloat(__pyx_t_3); if (unlikely((__pyx_t_4 == (npy_float32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_inf = __pyx_t_4;

  /* "pandas/lib.pyx":557
 * 
 *     inf = np.inf
 *     neginf = -inf             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_v_neginf = (-__pyx_v_inf);

  /* "pandas/lib.pyx":559
 *     neginf = -inf
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = arr[i]
 *         if val == inf or val == neginf:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_1; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "pandas/lib.pyx":560
 * 
 *     for i in range(n):
 *         val = arr[i]             # <<<<<<<<<<<<<<
 *         if val == inf or val == neginf:
 *             return True
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_6 < 0) {
      __pyx_t_6 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_6 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_6 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_val = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float32_t *, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_arr.diminfo[0].strides));

    /* "pandas/lib.pyx":561
 *     for i in range(n):
 *         val = arr[i]
 *         if val == inf or val == neginf:             # <<<<<<<<<<<<<<
 *             return True
 *     return False
 */
    __pyx_t_9 = ((__pyx_v_val == __pyx_v_inf) != 0);
    if (!__pyx_t_9) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_9 = ((__pyx_v_val == __pyx_v_neginf) != 0);
    __pyx_t_8 = __pyx_t_9;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_8) {

      /* "pandas/lib.pyx":562
 *         val = arr[i]
 *         if val == inf or val == neginf:
 *             return True             # <<<<<<<<<<<<<<
 *     return False
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_True);
      __pyx_r = Py_True;
      goto __pyx_L0;
    }
  }

  /* "pandas/lib.pyx":563
 *         if val == inf or val == neginf:
 *             return True
 *     return False             # <<<<<<<<<<<<<<
 * 
 * def has_infs_f8(ndarray[float64_t] arr):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_False);
  __pyx_r = Py_False;
  goto __pyx_L0;

  /* "pandas/lib.pyx":551
 * 
 * 
 * def has_infs_f4(ndarray[float32_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.has_infs_f4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":565
 *     return False
 * 
 * def has_infs_f8(ndarray[float64_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_51has_infs_f8(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_51has_infs_f8 = {"has_infs_f8", (PyCFunction)__pyx_pw_6pandas_3lib_51has_infs_f8, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_51has_infs_f8(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("has_infs_f8 (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_50has_infs_f8(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_50has_infs_f8(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  __pyx_t_5numpy_float64_t __pyx_v_inf;
  __pyx_t_5numpy_float64_t __pyx_v_neginf;
  __pyx_t_5numpy_float64_t __pyx_v_val;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __pyx_t_5numpy_float64_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("has_infs_f8", 0);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":567
 * def has_infs_f8(ndarray[float64_t] arr):
 *     cdef:
 *         Py_ssize_t i, n = len(arr)             # <<<<<<<<<<<<<<
 *         float64_t inf, neginf, val
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":570
 *         float64_t inf, neginf, val
 * 
 *     inf = np.inf             # <<<<<<<<<<<<<<
 *     neginf = -inf
 * 
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_inf); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_3); if (unlikely((__pyx_t_4 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_inf = __pyx_t_4;

  /* "pandas/lib.pyx":571
 * 
 *     inf = np.inf
 *     neginf = -inf             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_v_neginf = (-__pyx_v_inf);

  /* "pandas/lib.pyx":573
 *     neginf = -inf
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = arr[i]
 *         if val == inf or val == neginf:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_1; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "pandas/lib.pyx":574
 * 
 *     for i in range(n):
 *         val = arr[i]             # <<<<<<<<<<<<<<
 *         if val == inf or val == neginf:
 *             return True
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_6 < 0) {
      __pyx_t_6 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_6 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_6 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_val = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_arr.diminfo[0].strides));

    /* "pandas/lib.pyx":575
 *     for i in range(n):
 *         val = arr[i]
 *         if val == inf or val == neginf:             # <<<<<<<<<<<<<<
 *             return True
 *     return False
 */
    __pyx_t_9 = ((__pyx_v_val == __pyx_v_inf) != 0);
    if (!__pyx_t_9) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_8 = __pyx_t_9;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_9 = ((__pyx_v_val == __pyx_v_neginf) != 0);
    __pyx_t_8 = __pyx_t_9;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_8) {

      /* "pandas/lib.pyx":576
 *         val = arr[i]
 *         if val == inf or val == neginf:
 *             return True             # <<<<<<<<<<<<<<
 *     return False
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_True);
      __pyx_r = Py_True;
      goto __pyx_L0;
    }
  }

  /* "pandas/lib.pyx":577
 *         if val == inf or val == neginf:
 *             return True
 *     return False             # <<<<<<<<<<<<<<
 * 
 * def convert_timestamps(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_False);
  __pyx_r = Py_False;
  goto __pyx_L0;

  /* "pandas/lib.pyx":565
 *     return False
 * 
 * def has_infs_f8(ndarray[float64_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.has_infs_f8", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":579
 *     return False
 * 
 * def convert_timestamps(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object val, f, result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_53convert_timestamps(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_53convert_timestamps = {"convert_timestamps", (PyCFunction)__pyx_pw_6pandas_3lib_53convert_timestamps, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_53convert_timestamps(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("convert_timestamps (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_52convert_timestamps(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_52convert_timestamps(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_cache = 0;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_out = 0;
  PyObject *__pyx_v_datetime = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_out;
  __Pyx_Buffer __pyx_pybuffer_out;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  int __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject **__pyx_t_15;
  Py_ssize_t __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_timestamps", 0);
  __pyx_pybuffer_out.pybuffer.buf = NULL;
  __pyx_pybuffer_out.refcount = 0;
  __pyx_pybuffernd_out.data = NULL;
  __pyx_pybuffernd_out.rcbuffer = &__pyx_pybuffer_out;

  /* "pandas/lib.pyx":582
 *     cdef:
 *         object val, f, result
 *         dict cache = {}             # <<<<<<<<<<<<<<
 *         Py_ssize_t i, n = len(values)
 *         ndarray[object] out
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_cache = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":583
 *         object val, f, result
 *         dict cache = {}
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] out
 * 
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 583; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":588
 *     # for HDFStore, a bit temporary but...
 * 
 *     from datetime import datetime             # <<<<<<<<<<<<<<
 *     f = datetime.fromtimestamp
 * 
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_1, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_datetime); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_datetime = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":589
 * 
 *     from datetime import datetime
 *     f = datetime.fromtimestamp             # <<<<<<<<<<<<<<
 * 
 *     out = np.empty(n, dtype='O')
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_datetime, __pyx_n_s_fromtimestamp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_f = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/lib.pyx":591
 *     f = datetime.fromtimestamp
 * 
 *     out = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_v_out, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_out.diminfo[0].strides = __pyx_pybuffernd_out.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_out.diminfo[0].shape = __pyx_pybuffernd_out.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_out = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":593
 *     out = np.empty(n, dtype='O')
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = util.get_value_1d(values, i)
 *         if val in cache:
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_2; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/lib.pyx":594
 * 
 *     for i in range(n):
 *         val = util.get_value_1d(values, i)             # <<<<<<<<<<<<<<
 *         if val in cache:
 *             out[i] = cache[val]
 */
    __pyx_t_5 = get_value_1d(__pyx_v_values, __pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/lib.pyx":595
 *     for i in range(n):
 *         val = util.get_value_1d(values, i)
 *         if val in cache:             # <<<<<<<<<<<<<<
 *             out[i] = cache[val]
 *         else:
 */
    __pyx_t_12 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_cache, Py_EQ)); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_13 = (__pyx_t_12 != 0);
    if (__pyx_t_13) {

      /* "pandas/lib.pyx":596
 *         val = util.get_value_1d(values, i)
 *         if val in cache:
 *             out[i] = cache[val]             # <<<<<<<<<<<<<<
 *         else:
 *             cache[val] = out[i] = f(val)
 */
      __pyx_t_5 = __Pyx_PyDict_GetItem(__pyx_v_cache, __pyx_v_val); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 596; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_14 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_14 < 0) {
        __pyx_t_14 += __pyx_pybuffernd_out.diminfo[0].shape;
        if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_out.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 596; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_out.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_out.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_15);
      __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_15);
      *__pyx_t_15 = __pyx_t_5;
      __Pyx_GIVEREF(*__pyx_t_15);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/lib.pyx":598
 *             out[i] = cache[val]
 *         else:
 *             cache[val] = out[i] = f(val)             # <<<<<<<<<<<<<<
 * 
 *     return out
 */
      __Pyx_INCREF(__pyx_v_f);
      __pyx_t_3 = __pyx_v_f; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_val); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
      } else {
        __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_1);
        PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_1, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (unlikely(PyDict_SetItem(__pyx_v_cache, __pyx_v_val, __pyx_t_5) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_out.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_out.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_out.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_out.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_15);
      __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_15);
      *__pyx_t_15 = __pyx_t_5;
      __Pyx_GIVEREF(*__pyx_t_15);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":600
 *             cache[val] = out[i] = f(val)
 * 
 *     return out             # <<<<<<<<<<<<<<
 * 
 * def maybe_indices_to_slice(ndarray[int64_t] indices):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_out));
  __pyx_r = ((PyObject *)__pyx_v_out);
  goto __pyx_L0;

  /* "pandas/lib.pyx":579
 *     return False
 * 
 * def convert_timestamps(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object val, f, result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.convert_timestamps", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_f);
  __Pyx_XDECREF(__pyx_v_cache);
  __Pyx_XDECREF((PyObject *)__pyx_v_out);
  __Pyx_XDECREF(__pyx_v_datetime);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":602
 *     return out
 * 
 * def maybe_indices_to_slice(ndarray[int64_t] indices):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(indices)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_55maybe_indices_to_slice(PyObject *__pyx_self, PyObject *__pyx_v_indices); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_55maybe_indices_to_slice = {"maybe_indices_to_slice", (PyCFunction)__pyx_pw_6pandas_3lib_55maybe_indices_to_slice, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_55maybe_indices_to_slice(PyObject *__pyx_self, PyObject *__pyx_v_indices) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("maybe_indices_to_slice (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_indices), __pyx_ptype_5numpy_ndarray, 1, "indices", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_54maybe_indices_to_slice(__pyx_self, ((PyArrayObject *)__pyx_v_indices));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_54maybe_indices_to_slice(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_indices) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_indices;
  __Pyx_Buffer __pyx_pybuffer_indices;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  long __pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  long __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("maybe_indices_to_slice", 0);
  __pyx_pybuffer_indices.pybuffer.buf = NULL;
  __pyx_pybuffer_indices.refcount = 0;
  __pyx_pybuffernd_indices.data = NULL;
  __pyx_pybuffernd_indices.rcbuffer = &__pyx_pybuffer_indices;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indices.rcbuffer->pybuffer, (PyObject*)__pyx_v_indices, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_indices.diminfo[0].strides = __pyx_pybuffernd_indices.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_indices.diminfo[0].shape = __pyx_pybuffernd_indices.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":604
 * def maybe_indices_to_slice(ndarray[int64_t] indices):
 *     cdef:
 *         Py_ssize_t i, n = len(indices)             # <<<<<<<<<<<<<<
 * 
 *     if not n or indices[0] < 0:
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_indices)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":606
 *         Py_ssize_t i, n = len(indices)
 * 
 *     if not n or indices[0] < 0:             # <<<<<<<<<<<<<<
 *         return indices
 * 
 */
  __pyx_t_3 = ((!(__pyx_v_n != 0)) != 0);
  if (!__pyx_t_3) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_2 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_4 = 0;
  __pyx_t_5 = -1;
  if (__pyx_t_4 < 0) {
    __pyx_t_4 += __pyx_pybuffernd_indices.diminfo[0].shape;
    if (unlikely(__pyx_t_4 < 0)) __pyx_t_5 = 0;
  } else if (unlikely(__pyx_t_4 >= __pyx_pybuffernd_indices.diminfo[0].shape)) __pyx_t_5 = 0;
  if (unlikely(__pyx_t_5 != -1)) {
    __Pyx_RaiseBufferIndexError(__pyx_t_5);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_3 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indices.rcbuffer->pybuffer.buf, __pyx_t_4, __pyx_pybuffernd_indices.diminfo[0].strides)) < 0) != 0);
  __pyx_t_2 = __pyx_t_3;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":607
 * 
 *     if not n or indices[0] < 0:
 *         return indices             # <<<<<<<<<<<<<<
 * 
 *     for i in range(1, n):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_indices));
    __pyx_r = ((PyObject *)__pyx_v_indices);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":609
 *         return indices
 * 
 *     for i in range(1, n):             # <<<<<<<<<<<<<<
 *         if indices[i] - indices[i - 1] != 1:
 *             return indices
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_6 = 1; __pyx_t_6 < __pyx_t_1; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/lib.pyx":610
 * 
 *     for i in range(1, n):
 *         if indices[i] - indices[i - 1] != 1:             # <<<<<<<<<<<<<<
 *             return indices
 *     return slice(indices[0], indices[n - 1] + 1)
 */
    __pyx_t_7 = __pyx_v_i;
    __pyx_t_5 = -1;
    if (__pyx_t_7 < 0) {
      __pyx_t_7 += __pyx_pybuffernd_indices.diminfo[0].shape;
      if (unlikely(__pyx_t_7 < 0)) __pyx_t_5 = 0;
    } else if (unlikely(__pyx_t_7 >= __pyx_pybuffernd_indices.diminfo[0].shape)) __pyx_t_5 = 0;
    if (unlikely(__pyx_t_5 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_5);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 610; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_8 = (__pyx_v_i - 1);
    __pyx_t_5 = -1;
    if (__pyx_t_8 < 0) {
      __pyx_t_8 += __pyx_pybuffernd_indices.diminfo[0].shape;
      if (unlikely(__pyx_t_8 < 0)) __pyx_t_5 = 0;
    } else if (unlikely(__pyx_t_8 >= __pyx_pybuffernd_indices.diminfo[0].shape)) __pyx_t_5 = 0;
    if (unlikely(__pyx_t_5 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_5);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 610; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = ((((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indices.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_indices.diminfo[0].strides)) - (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indices.rcbuffer->pybuffer.buf, __pyx_t_8, __pyx_pybuffernd_indices.diminfo[0].strides))) != 1) != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":611
 *     for i in range(1, n):
 *         if indices[i] - indices[i - 1] != 1:
 *             return indices             # <<<<<<<<<<<<<<
 *     return slice(indices[0], indices[n - 1] + 1)
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(((PyObject *)__pyx_v_indices));
      __pyx_r = ((PyObject *)__pyx_v_indices);
      goto __pyx_L0;
    }
  }

  /* "pandas/lib.pyx":612
 *         if indices[i] - indices[i - 1] != 1:
 *             return indices
 *     return slice(indices[0], indices[n - 1] + 1)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_9 = 0;
  __pyx_t_5 = -1;
  if (__pyx_t_9 < 0) {
    __pyx_t_9 += __pyx_pybuffernd_indices.diminfo[0].shape;
    if (unlikely(__pyx_t_9 < 0)) __pyx_t_5 = 0;
  } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_indices.diminfo[0].shape)) __pyx_t_5 = 0;
  if (unlikely(__pyx_t_5 != -1)) {
    __Pyx_RaiseBufferIndexError(__pyx_t_5);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_10 = __Pyx_PyInt_From_npy_int64((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indices.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_indices.diminfo[0].strides))); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  __pyx_t_1 = (__pyx_v_n - 1);
  __pyx_t_5 = -1;
  if (__pyx_t_1 < 0) {
    __pyx_t_1 += __pyx_pybuffernd_indices.diminfo[0].shape;
    if (unlikely(__pyx_t_1 < 0)) __pyx_t_5 = 0;
  } else if (unlikely(__pyx_t_1 >= __pyx_pybuffernd_indices.diminfo[0].shape)) __pyx_t_5 = 0;
  if (unlikely(__pyx_t_5 != -1)) {
    __Pyx_RaiseBufferIndexError(__pyx_t_5);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_11 = __Pyx_PyInt_From_npy_int64(((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_indices.rcbuffer->pybuffer.buf, __pyx_t_1, __pyx_pybuffernd_indices.diminfo[0].strides)) + 1)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_11);
  __pyx_t_12 = PySlice_New(__pyx_t_10, __pyx_t_11, Py_None); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_12);
  __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __pyx_r = __pyx_t_12;
  __pyx_t_12 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":602
 *     return out
 * 
 * def maybe_indices_to_slice(ndarray[int64_t] indices):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(indices)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indices.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.maybe_indices_to_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indices.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":615
 * 
 * 
 * def maybe_booleans_to_slice(ndarray[uint8_t] mask):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(mask)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_57maybe_booleans_to_slice(PyObject *__pyx_self, PyObject *__pyx_v_mask); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_57maybe_booleans_to_slice = {"maybe_booleans_to_slice", (PyCFunction)__pyx_pw_6pandas_3lib_57maybe_booleans_to_slice, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_57maybe_booleans_to_slice(PyObject *__pyx_self, PyObject *__pyx_v_mask) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("maybe_booleans_to_slice (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_56maybe_booleans_to_slice(__pyx_self, ((PyArrayObject *)__pyx_v_mask));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_56maybe_booleans_to_slice(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_end;
  int __pyx_v_started;
  int __pyx_v_finished;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("maybe_booleans_to_slice", 0);
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":617
 * def maybe_booleans_to_slice(ndarray[uint8_t] mask):
 *     cdef:
 *         Py_ssize_t i, n = len(mask)             # <<<<<<<<<<<<<<
 *         Py_ssize_t start, end
 *         bint started = 0, finished = 0
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_mask)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":619
 *         Py_ssize_t i, n = len(mask)
 *         Py_ssize_t start, end
 *         bint started = 0, finished = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_v_started = 0;
  __pyx_v_finished = 0;

  /* "pandas/lib.pyx":621
 *         bint started = 0, finished = 0
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if mask[i]:
 *             if finished:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "pandas/lib.pyx":622
 * 
 *     for i in range(n):
 *         if mask[i]:             # <<<<<<<<<<<<<<
 *             if finished:
 *                 return mask.view(np.bool_)
 */
    __pyx_t_3 = __pyx_v_i;
    __pyx_t_4 = -1;
    if (__pyx_t_3 < 0) {
      __pyx_t_3 += __pyx_pybuffernd_mask.diminfo[0].shape;
      if (unlikely(__pyx_t_3 < 0)) __pyx_t_4 = 0;
    } else if (unlikely(__pyx_t_3 >= __pyx_pybuffernd_mask.diminfo[0].shape)) __pyx_t_4 = 0;
    if (unlikely(__pyx_t_4 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_4);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 622; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = ((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_3, __pyx_pybuffernd_mask.diminfo[0].strides)) != 0);
    if (__pyx_t_5) {

      /* "pandas/lib.pyx":623
 *     for i in range(n):
 *         if mask[i]:
 *             if finished:             # <<<<<<<<<<<<<<
 *                 return mask.view(np.bool_)
 *             if not started:
 */
      __pyx_t_5 = (__pyx_v_finished != 0);
      if (__pyx_t_5) {

        /* "pandas/lib.pyx":624
 *         if mask[i]:
 *             if finished:
 *                 return mask.view(np.bool_)             # <<<<<<<<<<<<<<
 *             if not started:
 *                 started = 1
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_mask), __pyx_n_s_view); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_bool); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_8 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
          __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_7);
          if (likely(__pyx_t_8)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
            __Pyx_INCREF(__pyx_t_8);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_7, function);
          }
        }
        if (!__pyx_t_8) {
          __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_9); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          __Pyx_GOTREF(__pyx_t_6);
        } else {
          __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_10);
          PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = NULL;
          PyTuple_SET_ITEM(__pyx_t_10, 0+1, __pyx_t_9);
          __Pyx_GIVEREF(__pyx_t_9);
          __pyx_t_9 = 0;
          __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_10, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        }
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __pyx_r = __pyx_t_6;
        __pyx_t_6 = 0;
        goto __pyx_L0;
      }

      /* "pandas/lib.pyx":625
 *             if finished:
 *                 return mask.view(np.bool_)
 *             if not started:             # <<<<<<<<<<<<<<
 *                 started = 1
 *                 start = i
 */
      __pyx_t_5 = ((!(__pyx_v_started != 0)) != 0);
      if (__pyx_t_5) {

        /* "pandas/lib.pyx":626
 *                 return mask.view(np.bool_)
 *             if not started:
 *                 started = 1             # <<<<<<<<<<<<<<
 *                 start = i
 *         else:
 */
        __pyx_v_started = 1;

        /* "pandas/lib.pyx":627
 *             if not started:
 *                 started = 1
 *                 start = i             # <<<<<<<<<<<<<<
 *         else:
 *             if finished:
 */
        __pyx_v_start = __pyx_v_i;
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/lib.pyx":629
 *                 start = i
 *         else:
 *             if finished:             # <<<<<<<<<<<<<<
 *                 continue
 * 
 */
      __pyx_t_5 = (__pyx_v_finished != 0);
      if (__pyx_t_5) {

        /* "pandas/lib.pyx":630
 *         else:
 *             if finished:
 *                 continue             # <<<<<<<<<<<<<<
 * 
 *             if started:
 */
        goto __pyx_L3_continue;
      }

      /* "pandas/lib.pyx":632
 *                 continue
 * 
 *             if started:             # <<<<<<<<<<<<<<
 *                 end = i
 *                 finished = 1
 */
      __pyx_t_5 = (__pyx_v_started != 0);
      if (__pyx_t_5) {

        /* "pandas/lib.pyx":633
 * 
 *             if started:
 *                 end = i             # <<<<<<<<<<<<<<
 *                 finished = 1
 * 
 */
        __pyx_v_end = __pyx_v_i;

        /* "pandas/lib.pyx":634
 *             if started:
 *                 end = i
 *                 finished = 1             # <<<<<<<<<<<<<<
 * 
 *     if not started:
 */
        __pyx_v_finished = 1;
        goto __pyx_L9;
      }
      __pyx_L9:;
    }
    __pyx_L5:;
    __pyx_L3_continue:;
  }

  /* "pandas/lib.pyx":636
 *                 finished = 1
 * 
 *     if not started:             # <<<<<<<<<<<<<<
 *         return slice(0, 0)
 *     if not finished:
 */
  __pyx_t_5 = ((!(__pyx_v_started != 0)) != 0);
  if (__pyx_t_5) {

    /* "pandas/lib.pyx":637
 * 
 *     if not started:
 *         return slice(0, 0)             # <<<<<<<<<<<<<<
 *     if not finished:
 *         return slice(start, None)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_slice__4);
    __pyx_r = __pyx_slice__4;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":638
 *     if not started:
 *         return slice(0, 0)
 *     if not finished:             # <<<<<<<<<<<<<<
 *         return slice(start, None)
 *     else:
 */
  __pyx_t_5 = ((!(__pyx_v_finished != 0)) != 0);
  if (__pyx_t_5) {

    /* "pandas/lib.pyx":639
 *         return slice(0, 0)
 *     if not finished:
 *         return slice(start, None)             # <<<<<<<<<<<<<<
 *     else:
 *         return slice(start, end)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 639; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = PySlice_New(__pyx_t_6, Py_None, Py_None); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 639; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":641
 *         return slice(start, None)
 *     else:
 *         return slice(start, end)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 641; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_end); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 641; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_10 = PySlice_New(__pyx_t_7, __pyx_t_6, Py_None); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 641; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_r = __pyx_t_10;
    __pyx_t_10 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":615
 * 
 * 
 * def maybe_booleans_to_slice(ndarray[uint8_t] mask):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(mask)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.maybe_booleans_to_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":646
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_compare(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_59scalar_compare(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_59scalar_compare = {"scalar_compare", (PyCFunction)__pyx_pw_6pandas_3lib_59scalar_compare, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_59scalar_compare(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_op = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("scalar_compare (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_val,&__pyx_n_s_op,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_val)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("scalar_compare", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_op)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("scalar_compare", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "scalar_compare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_val = values[1];
    __pyx_v_op = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("scalar_compare", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.scalar_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_58scalar_compare(__pyx_self, __pyx_v_values, __pyx_v_val, __pyx_v_op);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_58scalar_compare(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_val, PyObject *__pyx_v_op) {
  PyObject *__pyx_v_operator = NULL;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  int __pyx_v_flag;
  PyObject *__pyx_v_x = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  Py_ssize_t __pyx_t_23;
  Py_ssize_t __pyx_t_24;
  Py_ssize_t __pyx_t_25;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("scalar_compare", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":647
 * @cython.boundscheck(False)
 * def scalar_compare(ndarray[object] values, object val, object op):
 *     import operator             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_operator, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_operator = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":649
 *     import operator
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[uint8_t, cast=True] result
 *         int flag
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":654
 *         object x
 * 
 *     if op is operator.lt:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_LT
 *     elif op is operator.le:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_lt); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (__pyx_t_4) {

    /* "pandas/lib.pyx":655
 * 
 *     if op is operator.lt:
 *         flag = cpython.Py_LT             # <<<<<<<<<<<<<<
 *     elif op is operator.le:
 *         flag = cpython.Py_LE
 */
    __pyx_v_flag = Py_LT;
    goto __pyx_L3;
  }

  /* "pandas/lib.pyx":656
 *     if op is operator.lt:
 *         flag = cpython.Py_LT
 *     elif op is operator.le:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_le); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 656; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_4 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":657
 *         flag = cpython.Py_LT
 *     elif op is operator.le:
 *         flag = cpython.Py_LE             # <<<<<<<<<<<<<<
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT
 */
    __pyx_v_flag = Py_LE;
    goto __pyx_L3;
  }

  /* "pandas/lib.pyx":658
 *     elif op is operator.le:
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_gt); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 658; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (__pyx_t_4) {

    /* "pandas/lib.pyx":659
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT             # <<<<<<<<<<<<<<
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE
 */
    __pyx_v_flag = Py_GT;
    goto __pyx_L3;
  }

  /* "pandas/lib.pyx":660
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_ge); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_4 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":661
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE             # <<<<<<<<<<<<<<
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ
 */
    __pyx_v_flag = Py_GE;
    goto __pyx_L3;
  }

  /* "pandas/lib.pyx":662
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_eq); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 662; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (__pyx_t_4) {

    /* "pandas/lib.pyx":663
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ             # <<<<<<<<<<<<<<
 *     elif op is operator.ne:
 *         flag = cpython.Py_NE
 */
    __pyx_v_flag = Py_EQ;
    goto __pyx_L3;
  }

  /* "pandas/lib.pyx":664
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_NE
 *     else:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_ne); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = (__pyx_v_op == __pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = (__pyx_t_4 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":665
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:
 *         flag = cpython.Py_NE             # <<<<<<<<<<<<<<
 *     else:
 *         raise ValueError('Unrecognized operator')
 */
    __pyx_v_flag = Py_NE;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":667
 *         flag = cpython.Py_NE
 *     else:
 *         raise ValueError('Unrecognized operator')             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":669
 *         raise ValueError('Unrecognized operator')
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)             # <<<<<<<<<<<<<<
 * 
 *     if flag == cpython.Py_NE:
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_empty); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, ((PyObject*)&PyBool_Type)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_7, __pyx_t_5); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_view); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_uint8); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_8) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = NULL;
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_10 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack);
    if (unlikely(__pyx_t_10 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_12, __pyx_t_13);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 669; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":671
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 * 
 *     if flag == cpython.Py_NE:             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             x = values[i]
 */
  __pyx_t_3 = ((__pyx_v_flag == Py_NE) != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":672
 * 
 *     if flag == cpython.Py_NE:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             x = values[i]
 *             if _checknull(x):
 */
    __pyx_t_2 = __pyx_v_n;
    for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_2; __pyx_t_14+=1) {
      __pyx_v_i = __pyx_t_14;

      /* "pandas/lib.pyx":673
 *     if flag == cpython.Py_NE:
 *         for i in range(n):
 *             x = values[i]             # <<<<<<<<<<<<<<
 *             if _checknull(x):
 *                 result[i] = True
 */
      __pyx_t_15 = __pyx_v_i;
      __pyx_t_1 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_1);
      __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "pandas/lib.pyx":674
 *         for i in range(n):
 *             x = values[i]
 *             if _checknull(x):             # <<<<<<<<<<<<<<
 *                 result[i] = True
 *             else:
 */
      __pyx_t_3 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":675
 *             x = values[i]
 *             if _checknull(x):
 *                 result[i] = True             # <<<<<<<<<<<<<<
 *             else:
 *                 try:
 */
        __pyx_t_16 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
        goto __pyx_L7;
      }
      /*else*/ {

        /* "pandas/lib.pyx":677
 *                 result[i] = True
 *             else:
 *                 try:             # <<<<<<<<<<<<<<
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):
 */
        {
          __Pyx_ExceptionSave(&__pyx_t_13, &__pyx_t_12, &__pyx_t_11);
          __Pyx_XGOTREF(__pyx_t_13);
          __Pyx_XGOTREF(__pyx_t_12);
          __Pyx_XGOTREF(__pyx_t_11);
          /*try:*/ {

            /* "pandas/lib.pyx":678
 *             else:
 *                 try:
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)             # <<<<<<<<<<<<<<
 *                 except (TypeError):
 *                     result[i] = True
 */
            __pyx_t_3 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_val, __pyx_v_flag); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 678; __pyx_clineno = __LINE__; goto __pyx_L8_error;}
            __pyx_t_17 = __pyx_v_i;
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_3;
          }
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
          __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
          goto __pyx_L15_try_end;
          __pyx_L8_error:;
          __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
          __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
          __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
          __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
          __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

          /* "pandas/lib.pyx":679
 *                 try:
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):             # <<<<<<<<<<<<<<
 *                     result[i] = True
 *     elif flag == cpython.Py_EQ:
 */
          __pyx_t_10 = PyErr_ExceptionMatches(__pyx_builtin_TypeError);
          if (__pyx_t_10) {
            __Pyx_AddTraceback("pandas.lib.scalar_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
            if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 679; __pyx_clineno = __LINE__; goto __pyx_L10_except_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __Pyx_GOTREF(__pyx_t_5);
            __Pyx_GOTREF(__pyx_t_6);

            /* "pandas/lib.pyx":680
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):
 *                     result[i] = True             # <<<<<<<<<<<<<<
 *     elif flag == cpython.Py_EQ:
 *         for i in range(n):
 */
            __pyx_t_18 = __pyx_v_i;
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
            goto __pyx_L9_exception_handled;
          }
          goto __pyx_L10_except_error;
          __pyx_L10_except_error:;
          __Pyx_XGIVEREF(__pyx_t_13);
          __Pyx_XGIVEREF(__pyx_t_12);
          __Pyx_XGIVEREF(__pyx_t_11);
          __Pyx_ExceptionReset(__pyx_t_13, __pyx_t_12, __pyx_t_11);
          goto __pyx_L1_error;
          __pyx_L9_exception_handled:;
          __Pyx_XGIVEREF(__pyx_t_13);
          __Pyx_XGIVEREF(__pyx_t_12);
          __Pyx_XGIVEREF(__pyx_t_11);
          __Pyx_ExceptionReset(__pyx_t_13, __pyx_t_12, __pyx_t_11);
          __pyx_L15_try_end:;
        }
      }
      __pyx_L7:;
    }
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":681
 *                 except (TypeError):
 *                     result[i] = True
 *     elif flag == cpython.Py_EQ:             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             x = values[i]
 */
  __pyx_t_3 = ((__pyx_v_flag == Py_EQ) != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":682
 *                     result[i] = True
 *     elif flag == cpython.Py_EQ:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             x = values[i]
 *             if _checknull(x):
 */
    __pyx_t_2 = __pyx_v_n;
    for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_2; __pyx_t_14+=1) {
      __pyx_v_i = __pyx_t_14;

      /* "pandas/lib.pyx":683
 *     elif flag == cpython.Py_EQ:
 *         for i in range(n):
 *             x = values[i]             # <<<<<<<<<<<<<<
 *             if _checknull(x):
 *                 result[i] = False
 */
      __pyx_t_19 = __pyx_v_i;
      __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_6);
      __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":684
 *         for i in range(n):
 *             x = values[i]
 *             if _checknull(x):             # <<<<<<<<<<<<<<
 *                 result[i] = False
 *             else:
 */
      __pyx_t_3 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":685
 *             x = values[i]
 *             if _checknull(x):
 *                 result[i] = False             # <<<<<<<<<<<<<<
 *             else:
 *                 try:
 */
        __pyx_t_20 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
        goto __pyx_L20;
      }
      /*else*/ {

        /* "pandas/lib.pyx":687
 *                 result[i] = False
 *             else:
 *                 try:             # <<<<<<<<<<<<<<
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):
 */
        {
          __Pyx_ExceptionSave(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
          __Pyx_XGOTREF(__pyx_t_11);
          __Pyx_XGOTREF(__pyx_t_12);
          __Pyx_XGOTREF(__pyx_t_13);
          /*try:*/ {

            /* "pandas/lib.pyx":688
 *             else:
 *                 try:
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)             # <<<<<<<<<<<<<<
 *                 except (TypeError):
 *                     result[i] = False
 */
            __pyx_t_3 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_val, __pyx_v_flag); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 688; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
            __pyx_t_21 = __pyx_v_i;
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_3;
          }
          __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
          __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          goto __pyx_L28_try_end;
          __pyx_L21_error:;
          __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
          __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
          __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
          __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
          __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;

          /* "pandas/lib.pyx":689
 *                 try:
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):             # <<<<<<<<<<<<<<
 *                     result[i] = False
 * 
 */
          __pyx_t_10 = PyErr_ExceptionMatches(__pyx_builtin_TypeError);
          if (__pyx_t_10) {
            __Pyx_AddTraceback("pandas.lib.scalar_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
            if (__Pyx_GetException(&__pyx_t_6, &__pyx_t_5, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 689; __pyx_clineno = __LINE__; goto __pyx_L23_except_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __Pyx_GOTREF(__pyx_t_5);
            __Pyx_GOTREF(__pyx_t_1);

            /* "pandas/lib.pyx":690
 *                     result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 *                 except (TypeError):
 *                     result[i] = False             # <<<<<<<<<<<<<<
 * 
 *     else:
 */
            __pyx_t_22 = __pyx_v_i;
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            goto __pyx_L22_exception_handled;
          }
          goto __pyx_L23_except_error;
          __pyx_L23_except_error:;
          __Pyx_XGIVEREF(__pyx_t_11);
          __Pyx_XGIVEREF(__pyx_t_12);
          __Pyx_XGIVEREF(__pyx_t_13);
          __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_12, __pyx_t_13);
          goto __pyx_L1_error;
          __pyx_L22_exception_handled:;
          __Pyx_XGIVEREF(__pyx_t_11);
          __Pyx_XGIVEREF(__pyx_t_12);
          __Pyx_XGIVEREF(__pyx_t_13);
          __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_12, __pyx_t_13);
          __pyx_L28_try_end:;
        }
      }
      __pyx_L20:;
    }
    goto __pyx_L4;
  }
  /*else*/ {

    /* "pandas/lib.pyx":693
 * 
 *     else:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             x = values[i]
 *             if _checknull(x):
 */
    __pyx_t_2 = __pyx_v_n;
    for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_2; __pyx_t_14+=1) {
      __pyx_v_i = __pyx_t_14;

      /* "pandas/lib.pyx":694
 *     else:
 *         for i in range(n):
 *             x = values[i]             # <<<<<<<<<<<<<<
 *             if _checknull(x):
 *                 result[i] = False
 */
      __pyx_t_23 = __pyx_v_i;
      __pyx_t_1 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_1);
      __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "pandas/lib.pyx":695
 *         for i in range(n):
 *             x = values[i]
 *             if _checknull(x):             # <<<<<<<<<<<<<<
 *                 result[i] = False
 *             else:
 */
      __pyx_t_3 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":696
 *             x = values[i]
 *             if _checknull(x):
 *                 result[i] = False             # <<<<<<<<<<<<<<
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 */
        __pyx_t_24 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
        goto __pyx_L33;
      }
      /*else*/ {

        /* "pandas/lib.pyx":698
 *                 result[i] = False
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, val, flag)             # <<<<<<<<<<<<<<
 * 
 *     return result.view(bool)
 */
        __pyx_t_3 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_val, __pyx_v_flag); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_25 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_25, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_3;
      }
      __pyx_L33:;
    }
  }
  __pyx_L4:;

  /* "pandas/lib.pyx":700
 *                 result[i] = cpython.PyObject_RichCompareBool(x, val, flag)
 * 
 *     return result.view(bool)             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_6) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject*)&PyBool_Type)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
    __Pyx_INCREF(((PyObject*)&PyBool_Type));
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, ((PyObject*)&PyBool_Type));
    __Pyx_GIVEREF(((PyObject*)&PyBool_Type));
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":646
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_compare(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.scalar_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_operator);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":704
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def array_equivalent_object(ndarray[object] left, ndarray[object] right):             # <<<<<<<<<<<<<<
 *     """ perform an element by element comparion on 1-d object arrays
 *         taking into account nan positions """
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_61array_equivalent_object(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_60array_equivalent_object[] = " perform an element by element comparion on 1-d object arrays\n        taking into account nan positions ";
static PyMethodDef __pyx_mdef_6pandas_3lib_61array_equivalent_object = {"array_equivalent_object", (PyCFunction)__pyx_pw_6pandas_3lib_61array_equivalent_object, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_60array_equivalent_object};
static PyObject *__pyx_pw_6pandas_3lib_61array_equivalent_object(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_left = 0;
  PyArrayObject *__pyx_v_right = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("array_equivalent_object (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_left,&__pyx_n_s_right,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_left)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_right)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("array_equivalent_object", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "array_equivalent_object") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_left = ((PyArrayObject *)values[0]);
    __pyx_v_right = ((PyArrayObject *)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("array_equivalent_object", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.array_equivalent_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_left), __pyx_ptype_5numpy_ndarray, 1, "left", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_right), __pyx_ptype_5numpy_ndarray, 1, "right", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_60array_equivalent_object(__pyx_self, __pyx_v_left, __pyx_v_right);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_60array_equivalent_object(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_x = 0;
  PyObject *__pyx_v_y = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_left;
  __Pyx_Buffer __pyx_pybuffer_left;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_right;
  __Pyx_Buffer __pyx_pybuffer_right;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("array_equivalent_object", 0);
  __pyx_pybuffer_left.pybuffer.buf = NULL;
  __pyx_pybuffer_left.refcount = 0;
  __pyx_pybuffernd_left.data = NULL;
  __pyx_pybuffernd_left.rcbuffer = &__pyx_pybuffer_left;
  __pyx_pybuffer_right.pybuffer.buf = NULL;
  __pyx_pybuffer_right.refcount = 0;
  __pyx_pybuffernd_right.data = NULL;
  __pyx_pybuffernd_right.rcbuffer = &__pyx_pybuffer_right;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_left.rcbuffer->pybuffer, (PyObject*)__pyx_v_left, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_left.diminfo[0].strides = __pyx_pybuffernd_left.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_left.diminfo[0].shape = __pyx_pybuffernd_left.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_right.rcbuffer->pybuffer, (PyObject*)__pyx_v_right, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_right.diminfo[0].strides = __pyx_pybuffernd_right.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_right.diminfo[0].shape = __pyx_pybuffernd_right.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":710
 *     cdef object x, y
 * 
 *     n = len(left)             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         x = left[i]
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_left)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 710; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":711
 * 
 *     n = len(left)
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         x = left[i]
 *         y = right[i]
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":712
 *     n = len(left)
 *     for i from 0 <= i < n:
 *         x = left[i]             # <<<<<<<<<<<<<<
 *         y = right[i]
 * 
 */
    __pyx_t_3 = __pyx_v_i;
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_left.rcbuffer->pybuffer.buf, __pyx_t_3, __pyx_pybuffernd_left.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":713
 *     for i from 0 <= i < n:
 *         x = left[i]
 *         y = right[i]             # <<<<<<<<<<<<<<
 * 
 *         # we are either not equal or both nan
 */
    __pyx_t_4 = __pyx_v_i;
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_right.rcbuffer->pybuffer.buf, __pyx_t_4, __pyx_pybuffernd_right.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":717
 *         # we are either not equal or both nan
 *         # I think None == None will be true here
 *         if cpython.PyObject_RichCompareBool(x, y, cpython.Py_EQ):             # <<<<<<<<<<<<<<
 *             continue
 *         elif _checknull(x) and _checknull(y):
 */
    __pyx_t_5 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_y, Py_EQ); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_6 = (__pyx_t_5 != 0);
    if (__pyx_t_6) {

      /* "pandas/lib.pyx":718
 *         # I think None == None will be true here
 *         if cpython.PyObject_RichCompareBool(x, y, cpython.Py_EQ):
 *             continue             # <<<<<<<<<<<<<<
 *         elif _checknull(x) and _checknull(y):
 *             continue
 */
      goto __pyx_L3_continue;
    }

    /* "pandas/lib.pyx":719
 *         if cpython.PyObject_RichCompareBool(x, y, cpython.Py_EQ):
 *             continue
 *         elif _checknull(x) and _checknull(y):             # <<<<<<<<<<<<<<
 *             continue
 *         else:
 */
    __pyx_t_5 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
    if (__pyx_t_5) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_6 = __pyx_t_5;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_and:;
    __pyx_t_5 = (__pyx_f_4util__checknull(__pyx_v_y) != 0);
    __pyx_t_6 = __pyx_t_5;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_6) {

      /* "pandas/lib.pyx":720
 *             continue
 *         elif _checknull(x) and _checknull(y):
 *             continue             # <<<<<<<<<<<<<<
 *         else:
 *             return False
 */
      goto __pyx_L3_continue;
    }
    /*else*/ {

      /* "pandas/lib.pyx":722
 *             continue
 *         else:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *     return True
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L3_continue:;
  }

  /* "pandas/lib.pyx":724
 *             return False
 * 
 *     return True             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_True);
  __pyx_r = Py_True;
  goto __pyx_L0;

  /* "pandas/lib.pyx":704
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def array_equivalent_object(ndarray[object] left, ndarray[object] right):             # <<<<<<<<<<<<<<
 *     """ perform an element by element comparion on 1-d object arrays
 *         taking into account nan positions """
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.array_equivalent_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":729
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_compare(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_63vec_compare(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_63vec_compare = {"vec_compare", (PyCFunction)__pyx_pw_6pandas_3lib_63vec_compare, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_63vec_compare(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_left = 0;
  PyArrayObject *__pyx_v_right = 0;
  PyObject *__pyx_v_op = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("vec_compare (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_left,&__pyx_n_s_right,&__pyx_n_s_op,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_left)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_right)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("vec_compare", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_op)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("vec_compare", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "vec_compare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_left = ((PyArrayObject *)values[0]);
    __pyx_v_right = ((PyArrayObject *)values[1]);
    __pyx_v_op = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("vec_compare", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.vec_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_left), __pyx_ptype_5numpy_ndarray, 1, "left", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_right), __pyx_ptype_5numpy_ndarray, 1, "right", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_62vec_compare(__pyx_self, __pyx_v_left, __pyx_v_right, __pyx_v_op);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_62vec_compare(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyObject *__pyx_v_op) {
  PyObject *__pyx_v_operator = NULL;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  int __pyx_v_flag;
  PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_y = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_left;
  __Pyx_Buffer __pyx_pybuffer_left;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_right;
  __Pyx_Buffer __pyx_pybuffer_right;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("vec_compare", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_left.pybuffer.buf = NULL;
  __pyx_pybuffer_left.refcount = 0;
  __pyx_pybuffernd_left.data = NULL;
  __pyx_pybuffernd_left.rcbuffer = &__pyx_pybuffer_left;
  __pyx_pybuffer_right.pybuffer.buf = NULL;
  __pyx_pybuffer_right.refcount = 0;
  __pyx_pybuffernd_right.data = NULL;
  __pyx_pybuffernd_right.rcbuffer = &__pyx_pybuffer_right;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_left.rcbuffer->pybuffer, (PyObject*)__pyx_v_left, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_left.diminfo[0].strides = __pyx_pybuffernd_left.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_left.diminfo[0].shape = __pyx_pybuffernd_left.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_right.rcbuffer->pybuffer, (PyObject*)__pyx_v_right, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_right.diminfo[0].strides = __pyx_pybuffernd_right.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_right.diminfo[0].shape = __pyx_pybuffernd_right.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":730
 * @cython.boundscheck(False)
 * def vec_compare(ndarray[object] left, ndarray[object] right, object op):
 *     import operator             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(left)
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_operator, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 730; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_operator = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":732
 *     import operator
 *     cdef:
 *         Py_ssize_t i, n = len(left)             # <<<<<<<<<<<<<<
 *         ndarray[uint8_t, cast=True] result
 *         int flag
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_left)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":736
 *         int flag
 * 
 *     if n != len(right):             # <<<<<<<<<<<<<<
 *         raise ValueError('Arrays were different lengths: %d vs %d'
 *                          % (n, len(right)))
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_right)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = ((__pyx_v_n != __pyx_t_2) != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":738
 *     if n != len(right):
 *         raise ValueError('Arrays were different lengths: %d vs %d'
 *                          % (n, len(right)))             # <<<<<<<<<<<<<<
 * 
 *     if op is operator.lt:
 */
    __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_right)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_1 = 0;
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Arrays_were_different_lengths_d, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 738; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "pandas/lib.pyx":737
 * 
 *     if n != len(right):
 *         raise ValueError('Arrays were different lengths: %d vs %d'             # <<<<<<<<<<<<<<
 *                          % (n, len(right)))
 * 
 */
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 737; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":740
 *                          % (n, len(right)))
 * 
 *     if op is operator.lt:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_LT
 *     elif op is operator.le:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_lt); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_3 != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":741
 * 
 *     if op is operator.lt:
 *         flag = cpython.Py_LT             # <<<<<<<<<<<<<<
 *     elif op is operator.le:
 *         flag = cpython.Py_LE
 */
    __pyx_v_flag = Py_LT;
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":742
 *     if op is operator.lt:
 *         flag = cpython.Py_LT
 *     elif op is operator.le:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_le); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 742; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_3 = (__pyx_t_6 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":743
 *         flag = cpython.Py_LT
 *     elif op is operator.le:
 *         flag = cpython.Py_LE             # <<<<<<<<<<<<<<
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT
 */
    __pyx_v_flag = Py_LE;
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":744
 *     elif op is operator.le:
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_gt); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_3 != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":745
 *         flag = cpython.Py_LE
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT             # <<<<<<<<<<<<<<
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE
 */
    __pyx_v_flag = Py_GT;
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":746
 *     elif op is operator.gt:
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_ge); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 746; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_3 = (__pyx_t_6 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":747
 *         flag = cpython.Py_GT
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE             # <<<<<<<<<<<<<<
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ
 */
    __pyx_v_flag = Py_GE;
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":748
 *     elif op is operator.ge:
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_eq); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 748; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_3 != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":749
 *         flag = cpython.Py_GE
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ             # <<<<<<<<<<<<<<
 *     elif op is operator.ne:
 *         flag = cpython.Py_NE
 */
    __pyx_v_flag = Py_EQ;
    goto __pyx_L4;
  }

  /* "pandas/lib.pyx":750
 *     elif op is operator.eq:
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:             # <<<<<<<<<<<<<<
 *         flag = cpython.Py_NE
 *     else:
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_operator, __pyx_n_s_ne); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 750; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = (__pyx_v_op == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_3 = (__pyx_t_6 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":751
 *         flag = cpython.Py_EQ
 *     elif op is operator.ne:
 *         flag = cpython.Py_NE             # <<<<<<<<<<<<<<
 *     else:
 *         raise ValueError('Unrecognized operator')
 */
    __pyx_v_flag = Py_NE;
    goto __pyx_L4;
  }
  /*else*/ {

    /* "pandas/lib.pyx":753
 *         flag = cpython.Py_NE
 *     else:
 *         raise ValueError('Unrecognized operator')             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 753; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 753; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L4:;

  /* "pandas/lib.pyx":755
 *         raise ValueError('Unrecognized operator')
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)             # <<<<<<<<<<<<<<
 * 
 *     if flag == cpython.Py_NE:
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, ((PyObject*)&PyBool_Type)) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, __pyx_t_5); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_view); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_uint8); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_8) {
    __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_7); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_GOTREF(__pyx_t_4);
  } else {
    __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = NULL;
    PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_4);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_10 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack);
    if (unlikely(__pyx_t_10 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_12, __pyx_t_13);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "pandas/lib.pyx":757
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 * 
 *     if flag == cpython.Py_NE:             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             x = left[i]
 */
  __pyx_t_3 = ((__pyx_v_flag == Py_NE) != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":758
 * 
 *     if flag == cpython.Py_NE:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             x = left[i]
 *             y = right[i]
 */
    __pyx_t_2 = __pyx_v_n;
    for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_2; __pyx_t_14+=1) {
      __pyx_v_i = __pyx_t_14;

      /* "pandas/lib.pyx":759
 *     if flag == cpython.Py_NE:
 *         for i in range(n):
 *             x = left[i]             # <<<<<<<<<<<<<<
 *             y = right[i]
 * 
 */
      __pyx_t_15 = __pyx_v_i;
      __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_left.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_left.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "pandas/lib.pyx":760
 *         for i in range(n):
 *             x = left[i]
 *             y = right[i]             # <<<<<<<<<<<<<<
 * 
 *             if _checknull(x) or _checknull(y):
 */
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_right.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_right.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "pandas/lib.pyx":762
 *             y = right[i]
 * 
 *             if _checknull(x) or _checknull(y):             # <<<<<<<<<<<<<<
 *                 result[i] = True
 *             else:
 */
      __pyx_t_6 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
      if (!__pyx_t_6) {
        goto __pyx_L10_next_or;
      } else {
        __pyx_t_3 = __pyx_t_6;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_L10_next_or:;
      __pyx_t_6 = (__pyx_f_4util__checknull(__pyx_v_y) != 0);
      __pyx_t_3 = __pyx_t_6;
      __pyx_L9_bool_binop_done:;
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":763
 * 
 *             if _checknull(x) or _checknull(y):
 *                 result[i] = True             # <<<<<<<<<<<<<<
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)
 */
        __pyx_t_17 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
        goto __pyx_L8;
      }
      /*else*/ {

        /* "pandas/lib.pyx":765
 *                 result[i] = True
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(n):
 */
        __pyx_t_3 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_y, __pyx_v_flag); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 765; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_18 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_3;
      }
      __pyx_L8:;
    }
    goto __pyx_L5;
  }
  /*else*/ {

    /* "pandas/lib.pyx":767
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)
 *     else:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             x = left[i]
 *             y = right[i]
 */
    __pyx_t_2 = __pyx_v_n;
    for (__pyx_t_14 = 0; __pyx_t_14 < __pyx_t_2; __pyx_t_14+=1) {
      __pyx_v_i = __pyx_t_14;

      /* "pandas/lib.pyx":768
 *     else:
 *         for i in range(n):
 *             x = left[i]             # <<<<<<<<<<<<<<
 *             y = right[i]
 * 
 */
      __pyx_t_19 = __pyx_v_i;
      __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_left.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_left.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "pandas/lib.pyx":769
 *         for i in range(n):
 *             x = left[i]
 *             y = right[i]             # <<<<<<<<<<<<<<
 * 
 *             if _checknull(x) or _checknull(y):
 */
      __pyx_t_20 = __pyx_v_i;
      __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_right.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_right.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_4);
      __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_4);
      __pyx_t_4 = 0;

      /* "pandas/lib.pyx":771
 *             y = right[i]
 * 
 *             if _checknull(x) or _checknull(y):             # <<<<<<<<<<<<<<
 *                 result[i] = False
 *             else:
 */
      __pyx_t_6 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
      if (!__pyx_t_6) {
        goto __pyx_L15_next_or;
      } else {
        __pyx_t_3 = __pyx_t_6;
        goto __pyx_L14_bool_binop_done;
      }
      __pyx_L15_next_or:;
      __pyx_t_6 = (__pyx_f_4util__checknull(__pyx_v_y) != 0);
      __pyx_t_3 = __pyx_t_6;
      __pyx_L14_bool_binop_done:;
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":772
 * 
 *             if _checknull(x) or _checknull(y):
 *                 result[i] = False             # <<<<<<<<<<<<<<
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)
 */
        __pyx_t_21 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
        goto __pyx_L13;
      }
      /*else*/ {

        /* "pandas/lib.pyx":774
 *                 result[i] = False
 *             else:
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)             # <<<<<<<<<<<<<<
 * 
 *     return result.view(bool)
 */
        __pyx_t_3 = PyObject_RichCompareBool(__pyx_v_x, __pyx_v_y, __pyx_v_flag); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 774; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_22 = __pyx_v_i;
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_t_3;
      }
      __pyx_L13:;
    }
  }
  __pyx_L5:;

  /* "pandas/lib.pyx":776
 *                 result[i] = cpython.PyObject_RichCompareBool(x, y, flag)
 * 
 *     return result.view(bool)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 776; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_1) {
    __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject*)&PyBool_Type)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 776; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 776; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = NULL;
    __Pyx_INCREF(((PyObject*)&PyBool_Type));
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, ((PyObject*)&PyBool_Type));
    __Pyx_GIVEREF(((PyObject*)&PyBool_Type));
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 776; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":729
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_compare(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.vec_compare", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_operator);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":781
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_binop(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_65scalar_binop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_65scalar_binop = {"scalar_binop", (PyCFunction)__pyx_pw_6pandas_3lib_65scalar_binop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_65scalar_binop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_op = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("scalar_binop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_val,&__pyx_n_s_op,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_val)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("scalar_binop", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_op)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("scalar_binop", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "scalar_binop") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_val = values[1];
    __pyx_v_op = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("scalar_binop", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.scalar_binop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_64scalar_binop(__pyx_self, __pyx_v_values, __pyx_v_val, __pyx_v_op);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_64scalar_binop(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_val, PyObject *__pyx_v_op) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_x = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject **__pyx_t_15;
  Py_ssize_t __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("scalar_binop", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":783
 * def scalar_binop(ndarray[object] values, object val, object op):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] result
 *         object x
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 783; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":787
 *         object x
 * 
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 *     if util._checknull(val):
 *         result.fill(val)
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":788
 * 
 *     result = np.empty(n, dtype=object)
 *     if util._checknull(val):             # <<<<<<<<<<<<<<
 *         result.fill(val)
 *         return result
 */
  __pyx_t_11 = (__pyx_f_4util__checknull(__pyx_v_val) != 0);
  if (__pyx_t_11) {

    /* "pandas/lib.pyx":789
 *     result = np.empty(n, dtype=object)
 *     if util._checknull(val):
 *         result.fill(val)             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_fill); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_val); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "pandas/lib.pyx":790
 *     if util._checknull(val):
 *         result.fill(val)
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_result));
    __pyx_r = ((PyObject *)__pyx_v_result);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":792
 *         return result
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         x = values[i]
 *         if util._checknull(x):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":793
 * 
 *     for i in range(n):
 *         x = values[i]             # <<<<<<<<<<<<<<
 *         if util._checknull(x):
 *             result[i] = x
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/lib.pyx":794
 *     for i in range(n):
 *         x = values[i]
 *         if util._checknull(x):             # <<<<<<<<<<<<<<
 *             result[i] = x
 *         else:
 */
    __pyx_t_11 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
    if (__pyx_t_11) {

      /* "pandas/lib.pyx":795
 *         x = values[i]
 *         if util._checknull(x):
 *             result[i] = x             # <<<<<<<<<<<<<<
 *         else:
 *             result[i] = op(x, val)
 */
      __pyx_t_14 = __pyx_v_i;
      __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_result.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_15);
      __Pyx_INCREF(__pyx_v_x); __Pyx_DECREF(*__pyx_t_15);
      *__pyx_t_15 = __pyx_v_x;
      __Pyx_GIVEREF(*__pyx_t_15);
      goto __pyx_L6;
    }
    /*else*/ {

      /* "pandas/lib.pyx":797
 *             result[i] = x
 *         else:
 *             result[i] = op(x, val)             # <<<<<<<<<<<<<<
 * 
 *     return maybe_convert_bool(result)
 */
      __Pyx_INCREF(__pyx_v_op);
      __pyx_t_2 = __pyx_v_op; __pyx_t_3 = NULL;
      __pyx_t_16 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_3)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_3);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
          __pyx_t_16 = 1;
        }
      }
      __pyx_t_4 = PyTuple_New(2+__pyx_t_16); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 797; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      if (__pyx_t_3) {
        PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
      }
      __Pyx_INCREF(__pyx_v_x);
      PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_16, __pyx_v_x);
      __Pyx_GIVEREF(__pyx_v_x);
      __Pyx_INCREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_16, __pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 797; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_15);
      __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_15);
      *__pyx_t_15 = __pyx_t_5;
      __Pyx_GIVEREF(*__pyx_t_15);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __pyx_L6:;
  }

  /* "pandas/lib.pyx":799
 *             result[i] = op(x, val)
 * 
 *     return maybe_convert_bool(result)             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_bool); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_result));
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, ((PyObject *)__pyx_v_result));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":781
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_binop(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.scalar_binop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":803
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_binop(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(left)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_67vec_binop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_67vec_binop = {"vec_binop", (PyCFunction)__pyx_pw_6pandas_3lib_67vec_binop, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_67vec_binop(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_left = 0;
  PyArrayObject *__pyx_v_right = 0;
  PyObject *__pyx_v_op = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("vec_binop (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_left,&__pyx_n_s_right,&__pyx_n_s_op,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_left)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_right)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("vec_binop", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_op)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("vec_binop", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "vec_binop") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_left = ((PyArrayObject *)values[0]);
    __pyx_v_right = ((PyArrayObject *)values[1]);
    __pyx_v_op = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("vec_binop", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.vec_binop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_left), __pyx_ptype_5numpy_ndarray, 1, "left", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_right), __pyx_ptype_5numpy_ndarray, 1, "right", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_66vec_binop(__pyx_self, __pyx_v_left, __pyx_v_right, __pyx_v_op);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_66vec_binop(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyObject *__pyx_v_op) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_y = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_left;
  __Pyx_Buffer __pyx_pybuffer_left;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_right;
  __Pyx_Buffer __pyx_pybuffer_right;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  PyObject **__pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("vec_binop", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_left.pybuffer.buf = NULL;
  __pyx_pybuffer_left.refcount = 0;
  __pyx_pybuffernd_left.data = NULL;
  __pyx_pybuffernd_left.rcbuffer = &__pyx_pybuffer_left;
  __pyx_pybuffer_right.pybuffer.buf = NULL;
  __pyx_pybuffer_right.refcount = 0;
  __pyx_pybuffernd_right.data = NULL;
  __pyx_pybuffernd_right.rcbuffer = &__pyx_pybuffer_right;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_left.rcbuffer->pybuffer, (PyObject*)__pyx_v_left, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_left.diminfo[0].strides = __pyx_pybuffernd_left.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_left.diminfo[0].shape = __pyx_pybuffernd_left.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_right.rcbuffer->pybuffer, (PyObject*)__pyx_v_right, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_right.diminfo[0].strides = __pyx_pybuffernd_right.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_right.diminfo[0].shape = __pyx_pybuffernd_right.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":805
 * def vec_binop(ndarray[object] left, ndarray[object] right, object op):
 *     cdef:
 *         Py_ssize_t i, n = len(left)             # <<<<<<<<<<<<<<
 *         ndarray[object] result
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_left)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 805; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":808
 *         ndarray[object] result
 * 
 *     if n != len(right):             # <<<<<<<<<<<<<<
 *         raise ValueError('Arrays were different lengths: %d vs %d'
 *                          % (n, len(right)))
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_right)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 808; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = ((__pyx_v_n != __pyx_t_1) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":810
 *     if n != len(right):
 *         raise ValueError('Arrays were different lengths: %d vs %d'
 *                          % (n, len(right)))             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=object)
 */
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_right)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_3 = 0;
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Arrays_were_different_lengths_d, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

    /* "pandas/lib.pyx":809
 * 
 *     if n != len(right):
 *         raise ValueError('Arrays were different lengths: %d vs %d'             # <<<<<<<<<<<<<<
 *                          % (n, len(right)))
 * 
 */
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":812
 *                          % (n, len(right)))
 * 
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":814
 *     result = np.empty(n, dtype=object)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         x = left[i]
 *         y = right[i]
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":815
 * 
 *     for i in range(n):
 *         x = left[i]             # <<<<<<<<<<<<<<
 *         y = right[i]
 *         try:
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_left.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_left.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/lib.pyx":816
 *     for i in range(n):
 *         x = left[i]
 *         y = right[i]             # <<<<<<<<<<<<<<
 *         try:
 *             result[i] = op(x, y)
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_right.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_right.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_y, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/lib.pyx":817
 *         x = left[i]
 *         y = right[i]
 *         try:             # <<<<<<<<<<<<<<
 *             result[i] = op(x, y)
 *         except TypeError:
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_11, &__pyx_t_10, &__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_11);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_9);
      /*try:*/ {

        /* "pandas/lib.pyx":818
 *         y = right[i]
 *         try:
 *             result[i] = op(x, y)             # <<<<<<<<<<<<<<
 *         except TypeError:
 *             if util._checknull(x):
 */
        __Pyx_INCREF(__pyx_v_op);
        __pyx_t_4 = __pyx_v_op; __pyx_t_3 = NULL;
        __pyx_t_15 = 0;
        if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
          __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
          if (likely(__pyx_t_3)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
            __Pyx_INCREF(__pyx_t_3);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_4, function);
            __pyx_t_15 = 1;
          }
        }
        __pyx_t_5 = PyTuple_New(2+__pyx_t_15); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 818; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_5);
        if (__pyx_t_3) {
          PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
        }
        __Pyx_INCREF(__pyx_v_x);
        PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_15, __pyx_v_x);
        __Pyx_GIVEREF(__pyx_v_x);
        __Pyx_INCREF(__pyx_v_y);
        PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_15, __pyx_v_y);
        __Pyx_GIVEREF(__pyx_v_y);
        __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 818; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __pyx_t_15 = __pyx_v_i;
        __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides);
        __Pyx_GOTREF(*__pyx_t_16);
        __Pyx_INCREF(__pyx_t_6); __Pyx_DECREF(*__pyx_t_16);
        *__pyx_t_16 = __pyx_t_6;
        __Pyx_GIVEREF(*__pyx_t_16);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      }
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      goto __pyx_L13_try_end;
      __pyx_L6_error:;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;

      /* "pandas/lib.pyx":819
 *         try:
 *             result[i] = op(x, y)
 *         except TypeError:             # <<<<<<<<<<<<<<
 *             if util._checknull(x):
 *                 result[i] = x
 */
      __pyx_t_8 = PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_8) {
        __Pyx_AddTraceback("pandas.lib.vec_binop", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_6, &__pyx_t_4, &__pyx_t_5) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 819; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GOTREF(__pyx_t_5);

        /* "pandas/lib.pyx":820
 *             result[i] = op(x, y)
 *         except TypeError:
 *             if util._checknull(x):             # <<<<<<<<<<<<<<
 *                 result[i] = x
 *             elif util._checknull(y):
 */
        __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_x) != 0);
        if (__pyx_t_2) {

          /* "pandas/lib.pyx":821
 *         except TypeError:
 *             if util._checknull(x):
 *                 result[i] = x             # <<<<<<<<<<<<<<
 *             elif util._checknull(y):
 *                 result[i] = y
 */
          __pyx_t_17 = __pyx_v_i;
          __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides);
          __Pyx_GOTREF(*__pyx_t_16);
          __Pyx_INCREF(__pyx_v_x); __Pyx_DECREF(*__pyx_t_16);
          *__pyx_t_16 = __pyx_v_x;
          __Pyx_GIVEREF(*__pyx_t_16);
          goto __pyx_L16;
        }

        /* "pandas/lib.pyx":822
 *             if util._checknull(x):
 *                 result[i] = x
 *             elif util._checknull(y):             # <<<<<<<<<<<<<<
 *                 result[i] = y
 *             else:
 */
        __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_y) != 0);
        if (__pyx_t_2) {

          /* "pandas/lib.pyx":823
 *                 result[i] = x
 *             elif util._checknull(y):
 *                 result[i] = y             # <<<<<<<<<<<<<<
 *             else:
 *                 raise
 */
          __pyx_t_18 = __pyx_v_i;
          __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides);
          __Pyx_GOTREF(*__pyx_t_16);
          __Pyx_INCREF(__pyx_v_y); __Pyx_DECREF(*__pyx_t_16);
          *__pyx_t_16 = __pyx_v_y;
          __Pyx_GIVEREF(*__pyx_t_16);
          goto __pyx_L16;
        }
        /*else*/ {

          /* "pandas/lib.pyx":825
 *                 result[i] = y
 *             else:
 *                 raise             # <<<<<<<<<<<<<<
 * 
 *     return maybe_convert_bool(result)
 */
          __Pyx_GIVEREF(__pyx_t_6);
          __Pyx_GIVEREF(__pyx_t_4);
          __Pyx_XGIVEREF(__pyx_t_5);
          __Pyx_ErrRestore(__pyx_t_6, __pyx_t_4, __pyx_t_5);
          __pyx_t_6 = 0; __pyx_t_4 = 0; __pyx_t_5 = 0; 
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        }
        __pyx_L16:;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        goto __pyx_L7_exception_handled;
      }
      goto __pyx_L8_except_error;
      __pyx_L8_except_error:;
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_10, __pyx_t_9);
      goto __pyx_L1_error;
      __pyx_L7_exception_handled:;
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_10, __pyx_t_9);
      __pyx_L13_try_end:;
    }
  }

  /* "pandas/lib.pyx":827
 *                 raise
 * 
 *     return maybe_convert_bool(result)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_bool); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (!__pyx_t_6) {
    __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_4, ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_result));
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, ((PyObject *)__pyx_v_result));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":803
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_binop(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(left)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.vec_binop", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_left.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_right.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_y);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":830
 * 
 * 
 * def astype_intsafe(ndarray[object] arr, new_dtype):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_69astype_intsafe(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_69astype_intsafe = {"astype_intsafe", (PyCFunction)__pyx_pw_6pandas_3lib_69astype_intsafe, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_69astype_intsafe(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_new_dtype = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("astype_intsafe (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_new_dtype,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_new_dtype)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("astype_intsafe", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "astype_intsafe") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_new_dtype = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("astype_intsafe", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.astype_intsafe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_68astype_intsafe(__pyx_self, __pyx_v_arr, __pyx_v_new_dtype);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_68astype_intsafe(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_new_dtype) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  int __pyx_v_is_datelike;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  Py_ssize_t __pyx_t_9;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("astype_intsafe", 0);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":832
 * def astype_intsafe(ndarray[object] arr, new_dtype):
 *     cdef:
 *         Py_ssize_t i, n = len(arr)             # <<<<<<<<<<<<<<
 *         object v
 *         bint is_datelike
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 832; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":838
 * 
 *     # on 32-bit, 1.6.2 numpy M8[ns] is a subdtype of integer, which is weird
 *     is_datelike = new_dtype in ['M8[ns]','m8[ns]']             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=new_dtype)
 */
  __Pyx_INCREF(__pyx_v_new_dtype);
  __pyx_t_2 = __pyx_v_new_dtype;
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_t_2, __pyx_kp_s_M8_ns, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (!__pyx_t_4) {
    goto __pyx_L4_next_or;
  } else {
    __pyx_t_3 = __pyx_t_4;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L4_next_or:;
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_t_2, __pyx_kp_s_m8_ns, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = __pyx_t_4;
  __pyx_L3_bool_binop_done:;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_is_datelike = __pyx_t_3;

  /* "pandas/lib.pyx":840
 *     is_datelike = new_dtype in ['M8[ns]','m8[ns]']
 * 
 *     result = np.empty(n, dtype=new_dtype)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         v = arr[i]
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_v_new_dtype) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, __pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_result = ((PyArrayObject *)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "pandas/lib.pyx":841
 * 
 *     result = np.empty(n, dtype=new_dtype)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = arr[i]
 *         if is_datelike and checknull(v):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) {
    __pyx_v_i = __pyx_t_8;

    /* "pandas/lib.pyx":842
 *     result = np.empty(n, dtype=new_dtype)
 *     for i in range(n):
 *         v = arr[i]             # <<<<<<<<<<<<<<
 *         if is_datelike and checknull(v):
 *            result[i] = NPY_NAT
 */
    __pyx_t_9 = __pyx_v_i;
    __pyx_t_10 = -1;
    if (__pyx_t_9 < 0) {
      __pyx_t_9 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_9 < 0)) __pyx_t_10 = 0;
    } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_10 = 0;
    if (unlikely(__pyx_t_10 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_10);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_7);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_7);
    __pyx_t_7 = 0;

    /* "pandas/lib.pyx":843
 *     for i in range(n):
 *         v = arr[i]
 *         if is_datelike and checknull(v):             # <<<<<<<<<<<<<<
 *            result[i] = NPY_NAT
 *         else:
 */
    __pyx_t_4 = (__pyx_v_is_datelike != 0);
    if (__pyx_t_4) {
      goto __pyx_L9_next_and;
    } else {
      __pyx_t_3 = __pyx_t_4;
      goto __pyx_L8_bool_binop_done;
    }
    __pyx_L9_next_and:;
    __pyx_t_7 = __pyx_f_6pandas_3lib_checknull(__pyx_v_v, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 843; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 843; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_3 = __pyx_t_4;
    __pyx_L8_bool_binop_done:;
    if (__pyx_t_3) {

      /* "pandas/lib.pyx":844
 *         v = arr[i]
 *         if is_datelike and checknull(v):
 *            result[i] = NPY_NAT             # <<<<<<<<<<<<<<
 *         else:
 *            util.set_value_at(result, i, v)
 */
      __pyx_t_7 = __Pyx_PyInt_From_npy_int64(__pyx_v_6pandas_3lib_NPY_NAT); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      if (unlikely(__Pyx_SetItemInt(((PyObject *)__pyx_v_result), __pyx_v_i, __pyx_t_7, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L7;
    }
    /*else*/ {

      /* "pandas/lib.pyx":846
 *            result[i] = NPY_NAT
 *         else:
 *            util.set_value_at(result, i, v)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
      __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 846; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_2 = __pyx_f_4util_set_value_at(__pyx_v_result, __pyx_t_7, __pyx_v_v); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 846; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __pyx_L7:;
  }

  /* "pandas/lib.pyx":848
 *            util.set_value_at(result, i, v)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * cpdef ndarray[object] astype_unicode(ndarray arr):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":830
 * 
 * 
 * def astype_intsafe(ndarray[object] arr, new_dtype):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.astype_intsafe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":850
 *     return result
 * 
 * cpdef ndarray[object] astype_unicode(ndarray arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 */

static PyObject *__pyx_pw_6pandas_3lib_71astype_unicode(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyArrayObject *__pyx_f_6pandas_3lib_astype_unicode(PyArrayObject *__pyx_v_arr, CYTHON_UNUSED int __pyx_skip_dispatch) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyArrayObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("astype_unicode", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":852
 * cpdef ndarray[object] astype_unicode(ndarray arr):
 *     cdef:
 *         Py_ssize_t i, n = arr.size             # <<<<<<<<<<<<<<
 *         ndarray[object] result = np.empty(n, dtype=object)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_arr), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":853
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 *         ndarray[object] result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_result = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_result.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":855
 *         ndarray[object] result = np.empty(n, dtype=object)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         util.set_value_at(result, i, unicode(arr[i]))
 * 
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_2; __pyx_t_7+=1) {
    __pyx_v_i = __pyx_t_7;

    /* "pandas/lib.pyx":856
 * 
 *     for i in range(n):
 *         util.set_value_at(result, i, unicode(arr[i]))             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_arr), __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyUnicode_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __pyx_f_4util_set_value_at(((PyArrayObject *)__pyx_v_result), __pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }

  /* "pandas/lib.pyx":858
 *         util.set_value_at(result, i, unicode(arr[i]))
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * cpdef ndarray[object] astype_str(ndarray arr):
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyArrayObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":850
 *     return result
 * 
 * cpdef ndarray[object] astype_unicode(ndarray arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.astype_unicode", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_71astype_unicode(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_71astype_unicode(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("astype_unicode (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_70astype_unicode(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_70astype_unicode(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("astype_unicode", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = ((PyObject *)__pyx_f_6pandas_3lib_astype_unicode(__pyx_v_arr, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.astype_unicode", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":860
 *     return result
 * 
 * cpdef ndarray[object] astype_str(ndarray arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 */

static PyObject *__pyx_pw_6pandas_3lib_73astype_str(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyArrayObject *__pyx_f_6pandas_3lib_astype_str(PyArrayObject *__pyx_v_arr, CYTHON_UNUSED int __pyx_skip_dispatch) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyArrayObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("astype_str", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":862
 * cpdef ndarray[object] astype_str(ndarray arr):
 *     cdef:
 *         Py_ssize_t i, n = arr.size             # <<<<<<<<<<<<<<
 *         ndarray[object] result = np.empty(n, dtype=object)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_arr), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_2 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":863
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 *         ndarray[object] result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_result = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_result.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":865
 *         ndarray[object] result = np.empty(n, dtype=object)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         util.set_value_at(result, i, str(arr[i]))
 * 
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_2; __pyx_t_7+=1) {
    __pyx_v_i = __pyx_t_7;

    /* "pandas/lib.pyx":866
 * 
 *     for i in range(n):
 *         util.set_value_at(result, i, str(arr[i]))             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_1 = __Pyx_GetItemInt(((PyObject *)__pyx_v_arr), __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __pyx_f_4util_set_value_at(((PyArrayObject *)__pyx_v_result), __pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }

  /* "pandas/lib.pyx":868
 *         util.set_value_at(result, i, str(arr[i]))
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def clean_index_list(list obj):
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyArrayObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":860
 *     return result
 * 
 * cpdef ndarray[object] astype_str(ndarray arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = arr.size
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.astype_str", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_73astype_str(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_73astype_str(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("astype_str (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_72astype_str(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_72astype_str(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("astype_str", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = ((PyObject *)__pyx_f_6pandas_3lib_astype_str(__pyx_v_arr, 0)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.astype_str", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":870
 *     return result
 * 
 * def clean_index_list(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Utility used in pandas.core.index._ensure_index
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_75clean_index_list(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static char __pyx_doc_6pandas_3lib_74clean_index_list[] = "\n    Utility used in pandas.core.index._ensure_index\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_75clean_index_list = {"clean_index_list", (PyCFunction)__pyx_pw_6pandas_3lib_75clean_index_list, METH_O, __pyx_doc_6pandas_3lib_74clean_index_list};
static PyObject *__pyx_pw_6pandas_3lib_75clean_index_list(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("clean_index_list (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_obj), (&PyList_Type), 1, "obj", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_74clean_index_list(__pyx_self, ((PyObject*)__pyx_v_obj));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_74clean_index_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyArrayObject *__pyx_v_converted = 0;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  int __pyx_v_all_arrays;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_converted;
  __Pyx_Buffer __pyx_pybuffer_converted;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyArrayObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  Py_ssize_t __pyx_t_15;
  PyObject **__pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("clean_index_list", 0);
  __pyx_pybuffer_converted.pybuffer.buf = NULL;
  __pyx_pybuffer_converted.refcount = 0;
  __pyx_pybuffernd_converted.data = NULL;
  __pyx_pybuffernd_converted.rcbuffer = &__pyx_pybuffer_converted;

  /* "pandas/lib.pyx":876
 *     cdef:
 *         ndarray[object] converted
 *         Py_ssize_t i, n = len(obj)             # <<<<<<<<<<<<<<
 *         object v
 *         bint all_arrays = 1
 */
  if (unlikely(__pyx_v_obj == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_obj); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":878
 *         Py_ssize_t i, n = len(obj)
 *         object v
 *         bint all_arrays = 1             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_v_all_arrays = 1;

  /* "pandas/lib.pyx":880
 *         bint all_arrays = 1
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = obj[i]
 *         if not (PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data')):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "pandas/lib.pyx":881
 * 
 *     for i in range(n):
 *         v = obj[i]             # <<<<<<<<<<<<<<
 *         if not (PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data')):
 *             all_arrays = 0
 */
    if (unlikely(__pyx_v_obj == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = __Pyx_GetItemInt_List(__pyx_v_obj, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/lib.pyx":882
 *     for i in range(n):
 *         v = obj[i]
 *         if not (PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data')):             # <<<<<<<<<<<<<<
 *             all_arrays = 0
 *             break
 */
    __pyx_t_5 = (PyList_Check(__pyx_v_v) != 0);
    if (!__pyx_t_5) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_4 = __pyx_t_5;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_5 = (PyArray_Check(__pyx_v_v) != 0);
    if (!__pyx_t_5) {
      goto __pyx_L8_next_or;
    } else {
      __pyx_t_4 = __pyx_t_5;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L8_next_or:;
    __pyx_t_5 = PyObject_HasAttr(__pyx_v_v, __pyx_n_s_data); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_6 = (__pyx_t_5 != 0);
    __pyx_t_4 = __pyx_t_6;
    __pyx_L6_bool_binop_done:;
    __pyx_t_6 = ((!__pyx_t_4) != 0);
    if (__pyx_t_6) {

      /* "pandas/lib.pyx":883
 *         v = obj[i]
 *         if not (PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data')):
 *             all_arrays = 0             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_all_arrays = 0;

      /* "pandas/lib.pyx":884
 *         if not (PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data')):
 *             all_arrays = 0
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if all_arrays:
 */
      goto __pyx_L4_break;
    }
  }
  __pyx_L4_break:;

  /* "pandas/lib.pyx":886
 *             break
 * 
 *     if all_arrays:             # <<<<<<<<<<<<<<
 *         return obj, all_arrays
 * 
 */
  __pyx_t_6 = (__pyx_v_all_arrays != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":887
 * 
 *     if all_arrays:
 *         return obj, all_arrays             # <<<<<<<<<<<<<<
 * 
 *     converted = np.empty(n, dtype=object)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_PyBool_FromLong(__pyx_v_all_arrays); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_INCREF(__pyx_v_obj);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_v_obj);
    __Pyx_GIVEREF(__pyx_v_obj);
    PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":889
 *         return obj, all_arrays
 * 
 *     converted = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         v = obj[i]
 */
  __pyx_t_7 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __pyx_t_7 = 0;
  __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_8, __pyx_t_7); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_10 = ((PyArrayObject *)__pyx_t_9);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_converted.rcbuffer->pybuffer);
    __pyx_t_11 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_converted.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_11 < 0)) {
      PyErr_Fetch(&__pyx_t_12, &__pyx_t_13, &__pyx_t_14);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_converted.rcbuffer->pybuffer, (PyObject*)__pyx_v_converted, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13); Py_XDECREF(__pyx_t_14);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_12, __pyx_t_13, __pyx_t_14);
      }
    }
    __pyx_pybuffernd_converted.diminfo[0].strides = __pyx_pybuffernd_converted.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_converted.diminfo[0].shape = __pyx_pybuffernd_converted.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_10 = 0;
  __pyx_v_converted = ((PyArrayObject *)__pyx_t_9);
  __pyx_t_9 = 0;

  /* "pandas/lib.pyx":890
 * 
 *     converted = np.empty(n, dtype=object)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = obj[i]
 *         if PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data'):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "pandas/lib.pyx":891
 *     converted = np.empty(n, dtype=object)
 *     for i in range(n):
 *         v = obj[i]             # <<<<<<<<<<<<<<
 *         if PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data'):
 *             converted[i] = tuple(v)
 */
    if (unlikely(__pyx_v_obj == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_9 = __Pyx_GetItemInt_List(__pyx_v_obj, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_9 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_9);
    __pyx_t_9 = 0;

    /* "pandas/lib.pyx":892
 *     for i in range(n):
 *         v = obj[i]
 *         if PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data'):             # <<<<<<<<<<<<<<
 *             converted[i] = tuple(v)
 *         else:
 */
    __pyx_t_4 = (PyList_Check(__pyx_v_v) != 0);
    if (!__pyx_t_4) {
      goto __pyx_L14_next_or;
    } else {
      __pyx_t_6 = __pyx_t_4;
      goto __pyx_L13_bool_binop_done;
    }
    __pyx_L14_next_or:;
    __pyx_t_4 = (PyArray_Check(__pyx_v_v) != 0);
    if (!__pyx_t_4) {
      goto __pyx_L15_next_or;
    } else {
      __pyx_t_6 = __pyx_t_4;
      goto __pyx_L13_bool_binop_done;
    }
    __pyx_L15_next_or:;
    __pyx_t_4 = PyObject_HasAttr(__pyx_v_v, __pyx_n_s_data); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 892; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = (__pyx_t_4 != 0);
    __pyx_t_6 = __pyx_t_5;
    __pyx_L13_bool_binop_done:;
    if (__pyx_t_6) {

      /* "pandas/lib.pyx":893
 *         v = obj[i]
 *         if PyList_Check(v) or np.PyArray_Check(v) or hasattr(v,'_data'):
 *             converted[i] = tuple(v)             # <<<<<<<<<<<<<<
 *         else:
 *             converted[i] = v
 */
      __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 893; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_INCREF(__pyx_v_v);
      PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_v);
      __Pyx_GIVEREF(__pyx_v_v);
      __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), __pyx_t_9, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 893; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_15 = __pyx_v_i;
      __pyx_t_11 = -1;
      if (__pyx_t_15 < 0) {
        __pyx_t_15 += __pyx_pybuffernd_converted.diminfo[0].shape;
        if (unlikely(__pyx_t_15 < 0)) __pyx_t_11 = 0;
      } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_converted.diminfo[0].shape)) __pyx_t_11 = 0;
      if (unlikely(__pyx_t_11 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_11);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 893; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_converted.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_converted.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_16);
      __Pyx_INCREF(__pyx_t_7); __Pyx_DECREF(*__pyx_t_16);
      *__pyx_t_16 = __pyx_t_7;
      __Pyx_GIVEREF(*__pyx_t_16);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L12;
    }
    /*else*/ {

      /* "pandas/lib.pyx":895
 *             converted[i] = tuple(v)
 *         else:
 *             converted[i] = v             # <<<<<<<<<<<<<<
 * 
 *     return maybe_convert_objects(converted), 0
 */
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_11 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_converted.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_11 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_converted.diminfo[0].shape)) __pyx_t_11 = 0;
      if (unlikely(__pyx_t_11 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_11);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 895; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_converted.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_converted.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_16);
      __Pyx_INCREF(__pyx_v_v); __Pyx_DECREF(*__pyx_t_16);
      *__pyx_t_16 = __pyx_v_v;
      __Pyx_GIVEREF(*__pyx_t_16);
    }
    __pyx_L12:;
  }

  /* "pandas/lib.pyx":897
 *             converted[i] = v
 * 
 *     return maybe_convert_objects(converted), 0             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_8 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_9))) {
    __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_9);
    if (likely(__pyx_t_8)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_9, function);
    }
  }
  if (!__pyx_t_8) {
    __pyx_t_7 = __Pyx_PyObject_CallOneArg(__pyx_t_9, ((PyObject *)__pyx_v_converted)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_converted));
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, ((PyObject *)__pyx_v_converted));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_converted));
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_9, __pyx_t_3, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __Pyx_INCREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  __pyx_t_7 = 0;
  __pyx_r = __pyx_t_9;
  __pyx_t_9 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":870
 *     return result
 * 
 * def clean_index_list(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Utility used in pandas.core.index._ensure_index
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_converted.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.clean_index_list", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_converted.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_converted);
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":901
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def max_len_string_array(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     """ return the maximum size of elements in a 1-dim string array """
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_77max_len_string_array(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static char __pyx_doc_6pandas_3lib_76max_len_string_array[] = " return the maximum size of elements in a 1-dim string array ";
static PyMethodDef __pyx_mdef_6pandas_3lib_77max_len_string_array = {"max_len_string_array", (PyCFunction)__pyx_pw_6pandas_3lib_77max_len_string_array, METH_O, __pyx_doc_6pandas_3lib_76max_len_string_array};
static PyObject *__pyx_pw_6pandas_3lib_77max_len_string_array(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("max_len_string_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_76max_len_string_array(__pyx_self, ((PyArrayObject *)__pyx_v_arr));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_76max_len_string_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr) {
  int __pyx_v_i;
  int __pyx_v_m;
  int __pyx_v_l;
  PyObject *__pyx_v_length = 0;
  PyObject *__pyx_v_v = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("max_len_string_array", 0);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":905
 *     cdef:
 *         int i, m, l
 *         length = arr.shape[0]             # <<<<<<<<<<<<<<
 *         object v
 * 
 */
  __pyx_t_1 = __Pyx_PyInt_From_Py_intptr_t((__pyx_v_arr->dimensions[0])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 905; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_length = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":908
 *         object v
 * 
 *     m = 0             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < length:
 *         v = arr[i]
 */
  __pyx_v_m = 0;

  /* "pandas/lib.pyx":909
 * 
 *     m = 0
 *     for i from 0 <= i < length:             # <<<<<<<<<<<<<<
 *         v = arr[i]
 *         if PyString_Check(v) or PyBytes_Check(v):
 */
  __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_v_length); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 909; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {

    /* "pandas/lib.pyx":910
 *     m = 0
 *     for i from 0 <= i < length:
 *         v = arr[i]             # <<<<<<<<<<<<<<
 *         if PyString_Check(v) or PyBytes_Check(v):
 *             l = len(v)
 */
    __pyx_t_3 = __pyx_v_i;
    __pyx_t_1 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_3, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_1);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "pandas/lib.pyx":911
 *     for i from 0 <= i < length:
 *         v = arr[i]
 *         if PyString_Check(v) or PyBytes_Check(v):             # <<<<<<<<<<<<<<
 *             l = len(v)
 * 
 */
    __pyx_t_5 = (PyString_Check(__pyx_v_v) != 0);
    if (!__pyx_t_5) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_4 = __pyx_t_5;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_5 = (PyBytes_Check(__pyx_v_v) != 0);
    __pyx_t_4 = __pyx_t_5;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_4) {

      /* "pandas/lib.pyx":912
 *         v = arr[i]
 *         if PyString_Check(v) or PyBytes_Check(v):
 *             l = len(v)             # <<<<<<<<<<<<<<
 * 
 *             if l > m:
 */
      __pyx_t_6 = PyObject_Length(__pyx_v_v); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_v_l = __pyx_t_6;

      /* "pandas/lib.pyx":914
 *             l = len(v)
 * 
 *             if l > m:             # <<<<<<<<<<<<<<
 *                 m = l
 * 
 */
      __pyx_t_4 = ((__pyx_v_l > __pyx_v_m) != 0);
      if (__pyx_t_4) {

        /* "pandas/lib.pyx":915
 * 
 *             if l > m:
 *                 m = l             # <<<<<<<<<<<<<<
 * 
 *     return m
 */
        __pyx_v_m = __pyx_v_l;
        goto __pyx_L8;
      }
      __pyx_L8:;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":917
 *                 m = l
 * 
 *     return m             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_m); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":901
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def max_len_string_array(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     """ return the maximum size of elements in a 1-dim string array """
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.max_len_string_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":921
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def string_array_replace_from_nan_rep(ndarray[object, ndim=1] arr, object nan_rep, object replace = None):             # <<<<<<<<<<<<<<
 *     """ replace the values in the array with replacement if they are nan_rep; return the same array """
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_79string_array_replace_from_nan_rep(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_78string_array_replace_from_nan_rep[] = " replace the values in the array with replacement if they are nan_rep; return the same array ";
static PyMethodDef __pyx_mdef_6pandas_3lib_79string_array_replace_from_nan_rep = {"string_array_replace_from_nan_rep", (PyCFunction)__pyx_pw_6pandas_3lib_79string_array_replace_from_nan_rep, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_78string_array_replace_from_nan_rep};
static PyObject *__pyx_pw_6pandas_3lib_79string_array_replace_from_nan_rep(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_nan_rep = 0;
  PyObject *__pyx_v_replace = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("string_array_replace_from_nan_rep (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_nan_rep,&__pyx_n_s_replace,0};
    PyObject* values[3] = {0,0,0};
    values[2] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nan_rep)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("string_array_replace_from_nan_rep", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_replace);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "string_array_replace_from_nan_rep") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_nan_rep = values[1];
    __pyx_v_replace = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("string_array_replace_from_nan_rep", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.string_array_replace_from_nan_rep", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_78string_array_replace_from_nan_rep(__pyx_self, __pyx_v_arr, __pyx_v_nan_rep, __pyx_v_replace);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_78string_array_replace_from_nan_rep(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_nan_rep, PyObject *__pyx_v_replace) {
  int __pyx_v_length;
  int __pyx_v_i;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject **__pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("string_array_replace_from_nan_rep", 0);
  __Pyx_INCREF(__pyx_v_replace);
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":924
 *     """ replace the values in the array with replacement if they are nan_rep; return the same array """
 * 
 *     cdef int length = arr.shape[0], i = 0             # <<<<<<<<<<<<<<
 *     if replace is None:
 *         replace = np.nan
 */
  __pyx_v_length = (__pyx_v_arr->dimensions[0]);
  __pyx_v_i = 0;

  /* "pandas/lib.pyx":925
 * 
 *     cdef int length = arr.shape[0], i = 0
 *     if replace is None:             # <<<<<<<<<<<<<<
 *         replace = np.nan
 * 
 */
  __pyx_t_1 = (__pyx_v_replace == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":926
 *     cdef int length = arr.shape[0], i = 0
 *     if replace is None:
 *         replace = np.nan             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < length:
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_nan); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 926; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF_SET(__pyx_v_replace, __pyx_t_4);
    __pyx_t_4 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":928
 *         replace = np.nan
 * 
 *     for i from 0 <= i < length:             # <<<<<<<<<<<<<<
 *         if arr[i] == nan_rep:
 *             arr[i] = replace
 */
  __pyx_t_5 = __pyx_v_length;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_5; __pyx_v_i++) {

    /* "pandas/lib.pyx":929
 * 
 *     for i from 0 <= i < length:
 *         if arr[i] == nan_rep:             # <<<<<<<<<<<<<<
 *             arr[i] = replace
 * 
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_4);
    __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_v_nan_rep, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":930
 *     for i from 0 <= i < length:
 *         if arr[i] == nan_rep:
 *             arr[i] = replace             # <<<<<<<<<<<<<<
 * 
 *     return arr
 */
      __pyx_t_7 = __pyx_v_i;
      __pyx_t_8 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_arr.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_8);
      __Pyx_INCREF(__pyx_v_replace); __Pyx_DECREF(*__pyx_t_8);
      *__pyx_t_8 = __pyx_v_replace;
      __Pyx_GIVEREF(*__pyx_t_8);
      goto __pyx_L6;
    }
    __pyx_L6:;
  }

  /* "pandas/lib.pyx":932
 *             arr[i] = replace
 * 
 *     return arr             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_arr));
  __pyx_r = ((PyObject *)__pyx_v_arr);
  goto __pyx_L0;

  /* "pandas/lib.pyx":921
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def string_array_replace_from_nan_rep(ndarray[object, ndim=1] arr, object nan_rep, object replace = None):             # <<<<<<<<<<<<<<
 *     """ replace the values in the array with replacement if they are nan_rep; return the same array """
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.string_array_replace_from_nan_rep", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_replace);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":936
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def write_csv_rows(list data, list data_index, int nlevels, list cols, object writer):             # <<<<<<<<<<<<<<
 * 
 *     cdef int N, j, i, ncols
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_81write_csv_rows(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_81write_csv_rows = {"write_csv_rows", (PyCFunction)__pyx_pw_6pandas_3lib_81write_csv_rows, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_81write_csv_rows(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_data = 0;
  PyObject *__pyx_v_data_index = 0;
  int __pyx_v_nlevels;
  PyObject *__pyx_v_cols = 0;
  PyObject *__pyx_v_writer = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("write_csv_rows (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_data_2,&__pyx_n_s_data_index,&__pyx_n_s_nlevels,&__pyx_n_s_cols,&__pyx_n_s_writer,0};
    PyObject* values[5] = {0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_data_2)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_data_index)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("write_csv_rows", 1, 5, 5, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_nlevels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("write_csv_rows", 1, 5, 5, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_cols)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("write_csv_rows", 1, 5, 5, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_writer)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("write_csv_rows", 1, 5, 5, 4); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "write_csv_rows") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 5) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
    }
    __pyx_v_data = ((PyObject*)values[0]);
    __pyx_v_data_index = ((PyObject*)values[1]);
    __pyx_v_nlevels = __Pyx_PyInt_As_int(values[2]); if (unlikely((__pyx_v_nlevels == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_cols = ((PyObject*)values[3]);
    __pyx_v_writer = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("write_csv_rows", 1, 5, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.write_csv_rows", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_data), (&PyList_Type), 1, "data", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_data_index), (&PyList_Type), 1, "data_index", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_cols), (&PyList_Type), 1, "cols", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_80write_csv_rows(__pyx_self, __pyx_v_data, __pyx_v_data_index, __pyx_v_nlevels, __pyx_v_cols, __pyx_v_writer);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_80write_csv_rows(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_data, PyObject *__pyx_v_data_index, int __pyx_v_nlevels, PyObject *__pyx_v_cols, PyObject *__pyx_v_writer) {
  int __pyx_v_N;
  int __pyx_v_j;
  int __pyx_v_i;
  int __pyx_v_ncols;
  PyObject *__pyx_v_rows = 0;
  PyObject *__pyx_v_row = NULL;
  CYTHON_UNUSED int __pyx_v_x;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  long __pyx_t_8;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  PyObject *__pyx_t_13 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("write_csv_rows", 0);

  /* "pandas/lib.pyx":943
 * 
 *     # In crude testing, N>100 yields little marginal improvement
 *     N=100             # <<<<<<<<<<<<<<
 * 
 *     # pre-allocate  rows
 */
  __pyx_v_N = 100;

  /* "pandas/lib.pyx":946
 * 
 *     # pre-allocate  rows
 *     ncols = len(cols)             # <<<<<<<<<<<<<<
 *     rows = [[None]*(nlevels+ncols) for x in range(N)]
 * 
 */
  if (unlikely(__pyx_v_cols == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_cols); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_ncols = __pyx_t_1;

  /* "pandas/lib.pyx":947
 *     # pre-allocate  rows
 *     ncols = len(cols)
 *     rows = [[None]*(nlevels+ncols) for x in range(N)]             # <<<<<<<<<<<<<<
 * 
 *     j = -1
 */
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __pyx_v_N;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_x = __pyx_t_4;
    __pyx_t_5 = PyList_New(1 * (((__pyx_v_nlevels + __pyx_v_ncols)<0) ? 0:(__pyx_v_nlevels + __pyx_v_ncols))); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    { Py_ssize_t __pyx_temp;
      for (__pyx_temp=0; __pyx_temp < (__pyx_v_nlevels + __pyx_v_ncols); __pyx_temp++) {
        __Pyx_INCREF(Py_None);
        PyList_SET_ITEM(__pyx_t_5, __pyx_temp, Py_None);
        __Pyx_GIVEREF(Py_None);
      }
    }
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 947; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __pyx_v_rows = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":949
 *     rows = [[None]*(nlevels+ncols) for x in range(N)]
 * 
 *     j = -1             # <<<<<<<<<<<<<<
 *     if nlevels == 1:
 *         for j in range(len(data_index)):
 */
  __pyx_v_j = -1;

  /* "pandas/lib.pyx":950
 * 
 *     j = -1
 *     if nlevels == 1:             # <<<<<<<<<<<<<<
 *         for j in range(len(data_index)):
 *             row = rows[j % N]
 */
  __pyx_t_6 = ((__pyx_v_nlevels == 1) != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":951
 *     j = -1
 *     if nlevels == 1:
 *         for j in range(len(data_index)):             # <<<<<<<<<<<<<<
 *             row = rows[j % N]
 *             row[0] = data_index[j]
 */
    if (unlikely(__pyx_v_data_index == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_1 = PyList_GET_SIZE(__pyx_v_data_index); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
      __pyx_v_j = __pyx_t_3;

      /* "pandas/lib.pyx":952
 *     if nlevels == 1:
 *         for j in range(len(data_index)):
 *             row = rows[j % N]             # <<<<<<<<<<<<<<
 *             row[0] = data_index[j]
 *             for i in range(ncols):
 */
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 952; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_4 = __Pyx_mod_int(__pyx_v_j, __pyx_v_N);
      __pyx_t_2 = PyList_GET_ITEM(__pyx_v_rows, __pyx_t_4);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_row, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/lib.pyx":953
 *         for j in range(len(data_index)):
 *             row = rows[j % N]
 *             row[0] = data_index[j]             # <<<<<<<<<<<<<<
 *             for i in range(ncols):
 *                 row[1+i] = data[i][j]
 */
      if (unlikely(__pyx_v_data_index == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = PyList_GET_ITEM(__pyx_v_data_index, __pyx_v_j);
      __Pyx_INCREF(__pyx_t_2);
      if (unlikely(__Pyx_SetItemInt(__pyx_v_row, 0, __pyx_t_2, long, 1, __Pyx_PyInt_From_long, 0, 0, 0) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/lib.pyx":954
 *             row = rows[j % N]
 *             row[0] = data_index[j]
 *             for i in range(ncols):             # <<<<<<<<<<<<<<
 *                 row[1+i] = data[i][j]
 * 
 */
      __pyx_t_4 = __pyx_v_ncols;
      for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_4; __pyx_t_7+=1) {
        __pyx_v_i = __pyx_t_7;

        /* "pandas/lib.pyx":955
 *             row[0] = data_index[j]
 *             for i in range(ncols):
 *                 row[1+i] = data[i][j]             # <<<<<<<<<<<<<<
 * 
 *             if j >= N-1 and j % N == N-1:
 */
        if (unlikely(__pyx_v_data == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_t_2 = __Pyx_GetItemInt(PyList_GET_ITEM(__pyx_v_data, __pyx_v_i), __pyx_v_j, int, 1, __Pyx_PyInt_From_int, 0, 0, 0); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 955; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_8 = (1 + __pyx_v_i);
        if (unlikely(__Pyx_SetItemInt(__pyx_v_row, __pyx_t_8, __pyx_t_2, long, 1, __Pyx_PyInt_From_long, 0, 0, 0) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 955; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      }

      /* "pandas/lib.pyx":957
 *                 row[1+i] = data[i][j]
 * 
 *             if j >= N-1 and j % N == N-1:             # <<<<<<<<<<<<<<
 *                 writer.writerows(rows)
 *     elif nlevels > 1:
 */
      __pyx_t_9 = ((__pyx_v_j >= (__pyx_v_N - 1)) != 0);
      if (__pyx_t_9) {
        goto __pyx_L12_next_and;
      } else {
        __pyx_t_6 = __pyx_t_9;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L12_next_and:;
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_9 = ((__Pyx_mod_int(__pyx_v_j, __pyx_v_N) == (__pyx_v_N - 1)) != 0);
      __pyx_t_6 = __pyx_t_9;
      __pyx_L11_bool_binop_done:;
      if (__pyx_t_6) {

        /* "pandas/lib.pyx":958
 * 
 *             if j >= N-1 and j % N == N-1:
 *                 writer.writerows(rows)             # <<<<<<<<<<<<<<
 *     elif nlevels > 1:
 *         for j in range(len(data_index)):
 */
        __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_writer, __pyx_n_s_writerows); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_10 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
          __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_5);
          if (likely(__pyx_t_10)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
            __Pyx_INCREF(__pyx_t_10);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_5, function);
          }
        }
        if (!__pyx_t_10) {
          __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_rows); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_2);
        } else {
          __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_11);
          PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_10); __Pyx_GIVEREF(__pyx_t_10); __pyx_t_10 = NULL;
          __Pyx_INCREF(__pyx_v_rows);
          PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_v_rows);
          __Pyx_GIVEREF(__pyx_v_rows);
          __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_11, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        }
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        goto __pyx_L10;
      }
      __pyx_L10:;
    }
    goto __pyx_L5;
  }

  /* "pandas/lib.pyx":959
 *             if j >= N-1 and j % N == N-1:
 *                 writer.writerows(rows)
 *     elif nlevels > 1:             # <<<<<<<<<<<<<<
 *         for j in range(len(data_index)):
 *             row = rows[j % N]
 */
  __pyx_t_6 = ((__pyx_v_nlevels > 1) != 0);
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":960
 *                 writer.writerows(rows)
 *     elif nlevels > 1:
 *         for j in range(len(data_index)):             # <<<<<<<<<<<<<<
 *             row = rows[j % N]
 *             row[:nlevels] = list(data_index[j])
 */
    if (unlikely(__pyx_v_data_index == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 960; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_1 = PyList_GET_SIZE(__pyx_v_data_index); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 960; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
      __pyx_v_j = __pyx_t_3;

      /* "pandas/lib.pyx":961
 *     elif nlevels > 1:
 *         for j in range(len(data_index)):
 *             row = rows[j % N]             # <<<<<<<<<<<<<<
 *             row[:nlevels] = list(data_index[j])
 *             for i in range(ncols):
 */
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 961; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_4 = __Pyx_mod_int(__pyx_v_j, __pyx_v_N);
      __pyx_t_2 = PyList_GET_ITEM(__pyx_v_rows, __pyx_t_4);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_XDECREF_SET(__pyx_v_row, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/lib.pyx":962
 *         for j in range(len(data_index)):
 *             row = rows[j % N]
 *             row[:nlevels] = list(data_index[j])             # <<<<<<<<<<<<<<
 *             for i in range(ncols):
 *                 row[nlevels+i] = data[i][j]
 */
      if (unlikely(__pyx_v_data_index == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(PyList_GET_ITEM(__pyx_v_data_index, __pyx_v_j));
      PyTuple_SET_ITEM(__pyx_t_2, 0, PyList_GET_ITEM(__pyx_v_data_index, __pyx_v_j));
      __Pyx_GIVEREF(PyList_GET_ITEM(__pyx_v_data_index, __pyx_v_j));
      __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyList_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (__Pyx_PyObject_SetSlice(__pyx_v_row, __pyx_t_5, 0, __pyx_v_nlevels, NULL, NULL, NULL, 0, 1, 0) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/lib.pyx":963
 *             row = rows[j % N]
 *             row[:nlevels] = list(data_index[j])
 *             for i in range(ncols):             # <<<<<<<<<<<<<<
 *                 row[nlevels+i] = data[i][j]
 * 
 */
      __pyx_t_4 = __pyx_v_ncols;
      for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_4; __pyx_t_7+=1) {
        __pyx_v_i = __pyx_t_7;

        /* "pandas/lib.pyx":964
 *             row[:nlevels] = list(data_index[j])
 *             for i in range(ncols):
 *                 row[nlevels+i] = data[i][j]             # <<<<<<<<<<<<<<
 * 
 *             if j >= N-1 and j % N == N-1:
 */
        if (unlikely(__pyx_v_data == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_t_5 = __Pyx_GetItemInt(PyList_GET_ITEM(__pyx_v_data, __pyx_v_i), __pyx_v_j, int, 1, __Pyx_PyInt_From_int, 0, 0, 0); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_12 = (__pyx_v_nlevels + __pyx_v_i);
        if (unlikely(__Pyx_SetItemInt(__pyx_v_row, __pyx_t_12, __pyx_t_5, int, 1, __Pyx_PyInt_From_int, 0, 0, 0) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 964; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }

      /* "pandas/lib.pyx":966
 *                 row[nlevels+i] = data[i][j]
 * 
 *             if j >= N-1 and j % N == N-1:             # <<<<<<<<<<<<<<
 *                 writer.writerows(rows)
 *     else:
 */
      __pyx_t_9 = ((__pyx_v_j >= (__pyx_v_N - 1)) != 0);
      if (__pyx_t_9) {
        goto __pyx_L19_next_and;
      } else {
        __pyx_t_6 = __pyx_t_9;
        goto __pyx_L18_bool_binop_done;
      }
      __pyx_L19_next_and:;
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 966; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_9 = ((__Pyx_mod_int(__pyx_v_j, __pyx_v_N) == (__pyx_v_N - 1)) != 0);
      __pyx_t_6 = __pyx_t_9;
      __pyx_L18_bool_binop_done:;
      if (__pyx_t_6) {

        /* "pandas/lib.pyx":967
 * 
 *             if j >= N-1 and j % N == N-1:
 *                 writer.writerows(rows)             # <<<<<<<<<<<<<<
 *     else:
 *         for j in range(len(data_index)):
 */
        __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_writer, __pyx_n_s_writerows); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_11 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
          __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_2);
          if (likely(__pyx_t_11)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
            __Pyx_INCREF(__pyx_t_11);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_2, function);
          }
        }
        if (!__pyx_t_11) {
          __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rows); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_5);
        } else {
          __pyx_t_10 = PyTuple_New(1+1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_10);
          PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
          __Pyx_INCREF(__pyx_v_rows);
          PyTuple_SET_ITEM(__pyx_t_10, 0+1, __pyx_v_rows);
          __Pyx_GIVEREF(__pyx_v_rows);
          __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_10, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 967; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_5);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        }
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        goto __pyx_L17;
      }
      __pyx_L17:;
    }
    goto __pyx_L5;
  }
  /*else*/ {

    /* "pandas/lib.pyx":969
 *                 writer.writerows(rows)
 *     else:
 *         for j in range(len(data_index)):             # <<<<<<<<<<<<<<
 *             row = rows[j % N]
 *             for i in range(ncols):
 */
    if (unlikely(__pyx_v_data_index == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_1 = PyList_GET_SIZE(__pyx_v_data_index); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 969; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
      __pyx_v_j = __pyx_t_3;

      /* "pandas/lib.pyx":970
 *     else:
 *         for j in range(len(data_index)):
 *             row = rows[j % N]             # <<<<<<<<<<<<<<
 *             for i in range(ncols):
 *                 row[i] = data[i][j]
 */
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 970; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_4 = __Pyx_mod_int(__pyx_v_j, __pyx_v_N);
      __pyx_t_5 = PyList_GET_ITEM(__pyx_v_rows, __pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_XDECREF_SET(__pyx_v_row, __pyx_t_5);
      __pyx_t_5 = 0;

      /* "pandas/lib.pyx":971
 *         for j in range(len(data_index)):
 *             row = rows[j % N]
 *             for i in range(ncols):             # <<<<<<<<<<<<<<
 *                 row[i] = data[i][j]
 * 
 */
      __pyx_t_4 = __pyx_v_ncols;
      for (__pyx_t_7 = 0; __pyx_t_7 < __pyx_t_4; __pyx_t_7+=1) {
        __pyx_v_i = __pyx_t_7;

        /* "pandas/lib.pyx":972
 *             row = rows[j % N]
 *             for i in range(ncols):
 *                 row[i] = data[i][j]             # <<<<<<<<<<<<<<
 * 
 *             if j >= N-1 and j % N == N-1:
 */
        if (unlikely(__pyx_v_data == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_t_5 = __Pyx_GetItemInt(PyList_GET_ITEM(__pyx_v_data, __pyx_v_i), __pyx_v_j, int, 1, __Pyx_PyInt_From_int, 0, 0, 0); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_5);
        if (unlikely(__Pyx_SetItemInt(__pyx_v_row, __pyx_v_i, __pyx_t_5, int, 1, __Pyx_PyInt_From_int, 0, 0, 0) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }

      /* "pandas/lib.pyx":974
 *                 row[i] = data[i][j]
 * 
 *             if j >= N-1 and j % N == N-1:             # <<<<<<<<<<<<<<
 *                 writer.writerows(rows)
 * 
 */
      __pyx_t_9 = ((__pyx_v_j >= (__pyx_v_N - 1)) != 0);
      if (__pyx_t_9) {
        goto __pyx_L26_next_and;
      } else {
        __pyx_t_6 = __pyx_t_9;
        goto __pyx_L25_bool_binop_done;
      }
      __pyx_L26_next_and:;
      if (unlikely(__pyx_v_N == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 974; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_9 = ((__Pyx_mod_int(__pyx_v_j, __pyx_v_N) == (__pyx_v_N - 1)) != 0);
      __pyx_t_6 = __pyx_t_9;
      __pyx_L25_bool_binop_done:;
      if (__pyx_t_6) {

        /* "pandas/lib.pyx":975
 * 
 *             if j >= N-1 and j % N == N-1:
 *                 writer.writerows(rows)             # <<<<<<<<<<<<<<
 * 
 *     if  j >= 0 and (j < N-1 or (j % N) != N-1 ):
 */
        __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_writer, __pyx_n_s_writerows); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_10 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
          __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_2);
          if (likely(__pyx_t_10)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
            __Pyx_INCREF(__pyx_t_10);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_2, function);
          }
        }
        if (!__pyx_t_10) {
          __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_rows); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_5);
        } else {
          __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_11);
          PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_10); __Pyx_GIVEREF(__pyx_t_10); __pyx_t_10 = NULL;
          __Pyx_INCREF(__pyx_v_rows);
          PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_v_rows);
          __Pyx_GIVEREF(__pyx_v_rows);
          __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_11, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 975; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_5);
          __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        }
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        goto __pyx_L24;
      }
      __pyx_L24:;
    }
  }
  __pyx_L5:;

  /* "pandas/lib.pyx":977
 *                 writer.writerows(rows)
 * 
 *     if  j >= 0 and (j < N-1 or (j % N) != N-1 ):             # <<<<<<<<<<<<<<
 *         writer.writerows(rows[:((j+1) % N)])
 * 
 */
  __pyx_t_9 = ((__pyx_v_j >= 0) != 0);
  if (__pyx_t_9) {
    goto __pyx_L29_next_and;
  } else {
    __pyx_t_6 = __pyx_t_9;
    goto __pyx_L28_bool_binop_done;
  }
  __pyx_L29_next_and:;
  __pyx_t_9 = ((__pyx_v_j < (__pyx_v_N - 1)) != 0);
  if (!__pyx_t_9) {
    goto __pyx_L30_next_or;
  } else {
    __pyx_t_6 = __pyx_t_9;
    goto __pyx_L28_bool_binop_done;
  }
  __pyx_L30_next_or:;
  if (unlikely(__pyx_v_N == 0)) {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = ((__Pyx_mod_int(__pyx_v_j, __pyx_v_N) != (__pyx_v_N - 1)) != 0);
  __pyx_t_6 = __pyx_t_9;
  __pyx_L28_bool_binop_done:;
  if (__pyx_t_6) {

    /* "pandas/lib.pyx":978
 * 
 *     if  j >= 0 and (j < N-1 or (j % N) != N-1 ):
 *         writer.writerows(rows[:((j+1) % N)])             # <<<<<<<<<<<<<<
 * 
 * #-------------------------------------------------------------------------------
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_writer, __pyx_n_s_writerows); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_8 = (__pyx_v_j + 1);
    if (unlikely(__pyx_v_N == 0)) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_11 = __Pyx_PyList_GetSlice(__pyx_v_rows, 0, __Pyx_mod_long(__pyx_t_8, __pyx_v_N)); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_11);
    __pyx_t_10 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_10 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_10)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_10);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_10) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_11); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_13 = PyTuple_New(1+1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_13);
      PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_10); __Pyx_GIVEREF(__pyx_t_10); __pyx_t_10 = NULL;
      PyTuple_SET_ITEM(__pyx_t_13, 0+1, __pyx_t_11);
      __Pyx_GIVEREF(__pyx_t_11);
      __pyx_t_11 = 0;
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_13, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    goto __pyx_L27;
  }
  __pyx_L27:;

  /* "pandas/lib.pyx":936
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def write_csv_rows(list data, list data_index, int nlevels, list cols, object writer):             # <<<<<<<<<<<<<<
 * 
 *     cdef int N, j, i, ncols
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_AddTraceback("pandas.lib.write_csv_rows", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_rows);
  __Pyx_XDECREF(__pyx_v_row);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":984
 * 
 * @cython.boundscheck(False)
 * def arrmap(ndarray[object] index, object func):             # <<<<<<<<<<<<<<
 *     cdef int length = index.shape[0]
 *     cdef int i = 0
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_83arrmap(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_83arrmap = {"arrmap", (PyCFunction)__pyx_pw_6pandas_3lib_83arrmap, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_83arrmap(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_index = 0;
  PyObject *__pyx_v_func = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("arrmap (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_index,&__pyx_n_s_func,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_index)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("arrmap", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "arrmap") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_index = ((PyArrayObject *)values[0]);
    __pyx_v_func = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("arrmap", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.arrmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_index), __pyx_ptype_5numpy_ndarray, 1, "index", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_82arrmap(__pyx_self, __pyx_v_index, __pyx_v_func);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_82arrmap(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_index, PyObject *__pyx_v_func) {
  int __pyx_v_length;
  int __pyx_v_i;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_index;
  __Pyx_Buffer __pyx_pybuffer_index;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  PyObject **__pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("arrmap", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_index.pybuffer.buf = NULL;
  __pyx_pybuffer_index.refcount = 0;
  __pyx_pybuffernd_index.data = NULL;
  __pyx_pybuffernd_index.rcbuffer = &__pyx_pybuffer_index;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_index.rcbuffer->pybuffer, (PyObject*)__pyx_v_index, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_index.diminfo[0].strides = __pyx_pybuffernd_index.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_index.diminfo[0].shape = __pyx_pybuffernd_index.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":985
 * @cython.boundscheck(False)
 * def arrmap(ndarray[object] index, object func):
 *     cdef int length = index.shape[0]             # <<<<<<<<<<<<<<
 *     cdef int i = 0
 * 
 */
  __pyx_v_length = (__pyx_v_index->dimensions[0]);

  /* "pandas/lib.pyx":986
 * def arrmap(ndarray[object] index, object func):
 *     cdef int length = index.shape[0]
 *     cdef int i = 0             # <<<<<<<<<<<<<<
 * 
 *     cdef ndarray[object] result = np.empty(length, dtype=np.object_)
 */
  __pyx_v_i = 0;

  /* "pandas/lib.pyx":988
 *     cdef int i = 0
 * 
 *     cdef ndarray[object] result = np.empty(length, dtype=np.object_)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < length:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_length); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_object_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_5) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_result = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_result.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 988; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":990
 *     cdef ndarray[object] result = np.empty(length, dtype=np.object_)
 * 
 *     for i from 0 <= i < length:             # <<<<<<<<<<<<<<
 *         result[i] = func(index[i])
 * 
 */
  __pyx_t_7 = __pyx_v_length;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) {

    /* "pandas/lib.pyx":991
 * 
 *     for i from 0 <= i < length:
 *         result[i] = func(index[i])             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_8 = __pyx_v_i;
    if (__pyx_t_8 < 0) __pyx_t_8 += __pyx_pybuffernd_index.diminfo[0].shape;
    __pyx_t_1 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_index.rcbuffer->pybuffer.buf, __pyx_t_8, __pyx_pybuffernd_index.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_1);
    __Pyx_INCREF(__pyx_v_func);
    __pyx_t_3 = __pyx_v_func; __pyx_t_2 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_2)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_2) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = NULL;
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_1);
      __Pyx_GIVEREF(__pyx_t_1);
      __pyx_t_1 = 0;
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 991; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_9 = __pyx_v_i;
    if (__pyx_t_9 < 0) __pyx_t_9 += __pyx_pybuffernd_result.diminfo[0].shape;
    __pyx_t_10 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_10);
    __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_10);
    *__pyx_t_10 = __pyx_t_5;
    __Pyx_GIVEREF(*__pyx_t_10);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }

  /* "pandas/lib.pyx":993
 *         result[i] = func(index[i])
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cython.wraparound(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":984
 * 
 * @cython.boundscheck(False)
 * def arrmap(ndarray[object] index, object func):             # <<<<<<<<<<<<<<
 *     cdef int length = index.shape[0]
 *     cdef int i = 0
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_index.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.arrmap", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_index.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":997
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def is_lexsorted(list list_of_arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int i
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_85is_lexsorted(PyObject *__pyx_self, PyObject *__pyx_v_list_of_arrays); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_85is_lexsorted = {"is_lexsorted", (PyCFunction)__pyx_pw_6pandas_3lib_85is_lexsorted, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_85is_lexsorted(PyObject *__pyx_self, PyObject *__pyx_v_list_of_arrays) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_lexsorted (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_list_of_arrays), (&PyList_Type), 1, "list_of_arrays", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_84is_lexsorted(__pyx_self, ((PyObject*)__pyx_v_list_of_arrays));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_84is_lexsorted(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_list_of_arrays) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_nlevels;
  __pyx_t_5numpy_int64_t __pyx_v_k;
  __pyx_t_5numpy_int64_t __pyx_v_cur;
  __pyx_t_5numpy_int64_t __pyx_v_pre;
  PyArrayObject *__pyx_v_arr = 0;
  __pyx_t_5numpy_int64_t **__pyx_v_vecs;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_lexsorted", 0);

  /* "pandas/lib.pyx":1004
 *         ndarray arr
 * 
 *     nlevels = len(list_of_arrays)             # <<<<<<<<<<<<<<
 *     n = len(list_of_arrays[0])
 * 
 */
  if (unlikely(__pyx_v_list_of_arrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_list_of_arrays); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1004; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_nlevels = __pyx_t_1;

  /* "pandas/lib.pyx":1005
 * 
 *     nlevels = len(list_of_arrays)
 *     n = len(list_of_arrays[0])             # <<<<<<<<<<<<<<
 * 
 *     cdef int64_t **vecs = <int64_t**> malloc(nlevels * sizeof(int64_t*))
 */
  if (unlikely(__pyx_v_list_of_arrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = PyList_GET_ITEM(__pyx_v_list_of_arrays, 0);
  __Pyx_INCREF(__pyx_t_2);
  __pyx_t_1 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1005; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1007
 *     n = len(list_of_arrays[0])
 * 
 *     cdef int64_t **vecs = <int64_t**> malloc(nlevels * sizeof(int64_t*))             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < nlevels:
 *         # vecs[i] = <int64_t *> (<ndarray> list_of_arrays[i]).data
 */
  __pyx_v_vecs = ((__pyx_t_5numpy_int64_t **)malloc((__pyx_v_nlevels * (sizeof(__pyx_t_5numpy_int64_t *)))));

  /* "pandas/lib.pyx":1008
 * 
 *     cdef int64_t **vecs = <int64_t**> malloc(nlevels * sizeof(int64_t*))
 *     for i from 0 <= i < nlevels:             # <<<<<<<<<<<<<<
 *         # vecs[i] = <int64_t *> (<ndarray> list_of_arrays[i]).data
 * 
 */
  __pyx_t_1 = __pyx_v_nlevels;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":1011
 *         # vecs[i] = <int64_t *> (<ndarray> list_of_arrays[i]).data
 * 
 *         arr = list_of_arrays[i]             # <<<<<<<<<<<<<<
 *         vecs[i] = <int64_t *> arr.data
 *     # assume uniqueness??
 */
    if (unlikely(__pyx_v_list_of_arrays == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    if (!(likely(((PyList_GET_ITEM(__pyx_v_list_of_arrays, __pyx_v_i)) == Py_None) || likely(__Pyx_TypeTest(PyList_GET_ITEM(__pyx_v_list_of_arrays, __pyx_v_i), __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyList_GET_ITEM(__pyx_v_list_of_arrays, __pyx_v_i);
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_arr, ((PyArrayObject *)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1012
 * 
 *         arr = list_of_arrays[i]
 *         vecs[i] = <int64_t *> arr.data             # <<<<<<<<<<<<<<
 *     # assume uniqueness??
 * 
 */
    (__pyx_v_vecs[__pyx_v_i]) = ((__pyx_t_5numpy_int64_t *)__pyx_v_arr->data);
  }

  /* "pandas/lib.pyx":1015
 *     # assume uniqueness??
 * 
 *     for i from 1 <= i < n:             # <<<<<<<<<<<<<<
 *         for k from 0 <= k < nlevels:
 *             cur = vecs[k][i]
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/lib.pyx":1016
 * 
 *     for i from 1 <= i < n:
 *         for k from 0 <= k < nlevels:             # <<<<<<<<<<<<<<
 *             cur = vecs[k][i]
 *             pre = vecs[k][i-1]
 */
    __pyx_t_3 = __pyx_v_nlevels;
    for (__pyx_v_k = 0; __pyx_v_k < __pyx_t_3; __pyx_v_k++) {

      /* "pandas/lib.pyx":1017
 *     for i from 1 <= i < n:
 *         for k from 0 <= k < nlevels:
 *             cur = vecs[k][i]             # <<<<<<<<<<<<<<
 *             pre = vecs[k][i-1]
 *             if cur == pre:
 */
      __pyx_v_cur = ((__pyx_v_vecs[__pyx_v_k])[__pyx_v_i]);

      /* "pandas/lib.pyx":1018
 *         for k from 0 <= k < nlevels:
 *             cur = vecs[k][i]
 *             pre = vecs[k][i-1]             # <<<<<<<<<<<<<<
 *             if cur == pre:
 *                 continue
 */
      __pyx_v_pre = ((__pyx_v_vecs[__pyx_v_k])[(__pyx_v_i - 1)]);

      /* "pandas/lib.pyx":1019
 *             cur = vecs[k][i]
 *             pre = vecs[k][i-1]
 *             if cur == pre:             # <<<<<<<<<<<<<<
 *                 continue
 *             elif cur > pre:
 */
      __pyx_t_4 = ((__pyx_v_cur == __pyx_v_pre) != 0);
      if (__pyx_t_4) {

        /* "pandas/lib.pyx":1020
 *             pre = vecs[k][i-1]
 *             if cur == pre:
 *                 continue             # <<<<<<<<<<<<<<
 *             elif cur > pre:
 *                 break
 */
        goto __pyx_L7_continue;
      }

      /* "pandas/lib.pyx":1021
 *             if cur == pre:
 *                 continue
 *             elif cur > pre:             # <<<<<<<<<<<<<<
 *                 break
 *             else:
 */
      __pyx_t_4 = ((__pyx_v_cur > __pyx_v_pre) != 0);
      if (__pyx_t_4) {

        /* "pandas/lib.pyx":1022
 *                 continue
 *             elif cur > pre:
 *                 break             # <<<<<<<<<<<<<<
 *             else:
 *                 return False
 */
        goto __pyx_L8_break;
      }
      /*else*/ {

        /* "pandas/lib.pyx":1024
 *                 break
 *             else:
 *                 return False             # <<<<<<<<<<<<<<
 *     free(vecs)
 *     return True
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
      __pyx_L7_continue:;
    }
    __pyx_L8_break:;
  }

  /* "pandas/lib.pyx":1025
 *             else:
 *                 return False
 *     free(vecs)             # <<<<<<<<<<<<<<
 *     return True
 * 
 */
  free(__pyx_v_vecs);

  /* "pandas/lib.pyx":1026
 *                 return False
 *     free(vecs)
 *     return True             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_True);
  __pyx_r = Py_True;
  goto __pyx_L0;

  /* "pandas/lib.pyx":997
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def is_lexsorted(list list_of_arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int i
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib.is_lexsorted", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1036
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def generate_bins_dt64(ndarray[int64_t] values, ndarray[int64_t] binner,             # <<<<<<<<<<<<<<
 *                        object closed='left', bint hasnans=0):
 *     """
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_87generate_bins_dt64(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_86generate_bins_dt64[] = "\n    Int64 (datetime64) version of generic python version in groupby.py\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_87generate_bins_dt64 = {"generate_bins_dt64", (PyCFunction)__pyx_pw_6pandas_3lib_87generate_bins_dt64, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_86generate_bins_dt64};
static PyObject *__pyx_pw_6pandas_3lib_87generate_bins_dt64(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyArrayObject *__pyx_v_binner = 0;
  PyObject *__pyx_v_closed = 0;
  int __pyx_v_hasnans;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("generate_bins_dt64 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_binner,&__pyx_n_s_closed,&__pyx_n_s_hasnans,0};
    PyObject* values[4] = {0,0,0,0};
    values[2] = ((PyObject *)__pyx_n_s_left);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_binner)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("generate_bins_dt64", 0, 2, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_closed);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_hasnans);
          if (value) { values[3] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "generate_bins_dt64") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_binner = ((PyArrayObject *)values[1]);
    __pyx_v_closed = values[2];
    if (values[3]) {
      __pyx_v_hasnans = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_hasnans == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1037; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_hasnans = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("generate_bins_dt64", 0, 2, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.generate_bins_dt64", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_binner), __pyx_ptype_5numpy_ndarray, 1, "binner", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_86generate_bins_dt64(__pyx_self, __pyx_v_values, __pyx_v_binner, __pyx_v_closed, __pyx_v_hasnans);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_86generate_bins_dt64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_binner, PyObject *__pyx_v_closed, int __pyx_v_hasnans) {
  Py_ssize_t __pyx_v_lenidx;
  Py_ssize_t __pyx_v_lenbin;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_bc;
  PyArrayObject *__pyx_v_bins = 0;
  __pyx_t_5numpy_int64_t __pyx_v_r_bin;
  __pyx_t_5numpy_int64_t __pyx_v_nat_count;
  int __pyx_v_right_closed;
  PyObject *__pyx_v_mask = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_binner;
  __Pyx_Buffer __pyx_pybuffer_binner;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_bins;
  __Pyx_Buffer __pyx_pybuffer_bins;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  __pyx_t_5numpy_int64_t __pyx_t_6;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  int __pyx_t_13;
  long __pyx_t_14;
  long __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  PyObject *__pyx_t_17 = NULL;
  PyArrayObject *__pyx_t_18 = NULL;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  Py_ssize_t __pyx_t_23;
  Py_ssize_t __pyx_t_24;
  Py_ssize_t __pyx_t_25;
  Py_ssize_t __pyx_t_26;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("generate_bins_dt64", 0);
  __Pyx_INCREF((PyObject *)__pyx_v_values);
  __pyx_pybuffer_bins.pybuffer.buf = NULL;
  __pyx_pybuffer_bins.refcount = 0;
  __pyx_pybuffernd_bins.data = NULL;
  __pyx_pybuffernd_bins.rcbuffer = &__pyx_pybuffer_bins;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  __pyx_pybuffer_binner.pybuffer.buf = NULL;
  __pyx_pybuffer_binner.refcount = 0;
  __pyx_pybuffernd_binner.data = NULL;
  __pyx_pybuffernd_binner.rcbuffer = &__pyx_pybuffer_binner;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_binner.rcbuffer->pybuffer, (PyObject*)__pyx_v_binner, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_binner.diminfo[0].strides = __pyx_pybuffernd_binner.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_binner.diminfo[0].shape = __pyx_pybuffernd_binner.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1045
 *         ndarray[int64_t] bins
 *         int64_t l_bin, r_bin, nat_count
 *         bint right_closed = closed == 'right'             # <<<<<<<<<<<<<<
 * 
 *     nat_count = 0
 */
  __pyx_t_1 = PyObject_RichCompare(__pyx_v_closed, __pyx_n_s_right, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1045; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1045; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_right_closed = __pyx_t_2;

  /* "pandas/lib.pyx":1047
 *         bint right_closed = closed == 'right'
 * 
 *     nat_count = 0             # <<<<<<<<<<<<<<
 *     if hasnans:
 *         mask = values == iNaT
 */
  __pyx_v_nat_count = 0;

  /* "pandas/lib.pyx":1048
 * 
 *     nat_count = 0
 *     if hasnans:             # <<<<<<<<<<<<<<
 *         mask = values == iNaT
 *         nat_count = np.sum(mask)
 */
  __pyx_t_2 = (__pyx_v_hasnans != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1049
 *     nat_count = 0
 *     if hasnans:
 *         mask = values == iNaT             # <<<<<<<<<<<<<<
 *         nat_count = np.sum(mask)
 *         values = values[~mask]
 */
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_iNaT); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = PyObject_RichCompare(((PyObject *)__pyx_v_values), __pyx_t_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1049; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_v_mask = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/lib.pyx":1050
 *     if hasnans:
 *         mask = values == iNaT
 *         nat_count = np.sum(mask)             # <<<<<<<<<<<<<<
 *         values = values[~mask]
 * 
 */
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_sum); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_1) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_mask); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = NULL;
      __Pyx_INCREF(__pyx_v_mask);
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_mask);
      __Pyx_GIVEREF(__pyx_v_mask);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_6 = __Pyx_PyInt_As_npy_int64(__pyx_t_3); if (unlikely((__pyx_t_6 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1050; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_nat_count = __pyx_t_6;

    /* "pandas/lib.pyx":1051
 *         mask = values == iNaT
 *         nat_count = np.sum(mask)
 *         values = values[~mask]             # <<<<<<<<<<<<<<
 * 
 *     lenidx = len(values)
 */
    __pyx_t_3 = PyNumber_Invert(__pyx_v_mask); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(((PyObject *)__pyx_v_values), __pyx_t_3); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1051; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = ((PyArrayObject *)__pyx_t_4);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
      __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_8 < 0)) {
        PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
        }
      }
      __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1051; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = 0;
    __Pyx_DECREF_SET(__pyx_v_values, ((PyArrayObject *)__pyx_t_4));
    __pyx_t_4 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1053
 *         values = values[~mask]
 * 
 *     lenidx = len(values)             # <<<<<<<<<<<<<<
 *     lenbin = len(binner)
 * 
 */
  __pyx_t_12 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_12 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1053; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_lenidx = __pyx_t_12;

  /* "pandas/lib.pyx":1054
 * 
 *     lenidx = len(values)
 *     lenbin = len(binner)             # <<<<<<<<<<<<<<
 * 
 *     if lenidx <= 0 or lenbin <= 0:
 */
  __pyx_t_12 = PyObject_Length(((PyObject *)__pyx_v_binner)); if (unlikely(__pyx_t_12 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1054; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_lenbin = __pyx_t_12;

  /* "pandas/lib.pyx":1056
 *     lenbin = len(binner)
 * 
 *     if lenidx <= 0 or lenbin <= 0:             # <<<<<<<<<<<<<<
 *         raise ValueError("Invalid length for values or for binner")
 * 
 */
  __pyx_t_13 = ((__pyx_v_lenidx <= 0) != 0);
  if (!__pyx_t_13) {
    goto __pyx_L6_next_or;
  } else {
    __pyx_t_2 = __pyx_t_13;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_L6_next_or:;
  __pyx_t_13 = ((__pyx_v_lenbin <= 0) != 0);
  __pyx_t_2 = __pyx_t_13;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1057
 * 
 *     if lenidx <= 0 or lenbin <= 0:
 *         raise ValueError("Invalid length for values or for binner")             # <<<<<<<<<<<<<<
 * 
 *     # check binner fits data
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1060
 * 
 *     # check binner fits data
 *     if values[0] < binner[0]:             # <<<<<<<<<<<<<<
 *         raise ValueError("Values falls before first bin")
 * 
 */
  __pyx_t_14 = 0;
  __pyx_t_15 = 0;
  __pyx_t_2 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_values.diminfo[0].strides)) < (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_binner.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_binner.diminfo[0].strides))) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1061
 *     # check binner fits data
 *     if values[0] < binner[0]:
 *         raise ValueError("Values falls before first bin")             # <<<<<<<<<<<<<<
 * 
 *     if values[lenidx-1] > binner[lenbin-1]:
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1063
 *         raise ValueError("Values falls before first bin")
 * 
 *     if values[lenidx-1] > binner[lenbin-1]:             # <<<<<<<<<<<<<<
 *         raise ValueError("Values falls after last bin")
 * 
 */
  __pyx_t_12 = (__pyx_v_lenidx - 1);
  __pyx_t_16 = (__pyx_v_lenbin - 1);
  __pyx_t_2 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_values.diminfo[0].strides)) > (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_binner.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_binner.diminfo[0].strides))) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1064
 * 
 *     if values[lenidx-1] > binner[lenbin-1]:
 *         raise ValueError("Values falls after last bin")             # <<<<<<<<<<<<<<
 * 
 *     bins = np.empty(lenbin - 1, dtype=np.int64)
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1066
 *         raise ValueError("Values falls after last bin")
 * 
 *     bins = np.empty(lenbin - 1, dtype=np.int64)             # <<<<<<<<<<<<<<
 * 
 *     j  = 0 # index into values
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyInt_FromSsize_t((__pyx_v_lenbin - 1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_17 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_int64); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_17);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_17) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
  __pyx_t_17 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_17);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_17) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_17, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_18 = ((PyArrayObject *)__pyx_t_17);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bins.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_t_18, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_10, &__pyx_t_9);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_v_bins, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_10, __pyx_t_9);
      }
    }
    __pyx_pybuffernd_bins.diminfo[0].strides = __pyx_pybuffernd_bins.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bins.diminfo[0].shape = __pyx_pybuffernd_bins.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1066; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_18 = 0;
  __pyx_v_bins = ((PyArrayObject *)__pyx_t_17);
  __pyx_t_17 = 0;

  /* "pandas/lib.pyx":1068
 *     bins = np.empty(lenbin - 1, dtype=np.int64)
 * 
 *     j  = 0 # index into values             # <<<<<<<<<<<<<<
 *     bc = 0 # bin count
 * 
 */
  __pyx_v_j = 0;

  /* "pandas/lib.pyx":1069
 * 
 *     j  = 0 # index into values
 *     bc = 0 # bin count             # <<<<<<<<<<<<<<
 * 
 *     # linear scan
 */
  __pyx_v_bc = 0;

  /* "pandas/lib.pyx":1072
 * 
 *     # linear scan
 *     if right_closed:             # <<<<<<<<<<<<<<
 *         for i in range(0, lenbin - 1):
 *             r_bin = binner[i+1]
 */
  __pyx_t_2 = (__pyx_v_right_closed != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1073
 *     # linear scan
 *     if right_closed:
 *         for i in range(0, lenbin - 1):             # <<<<<<<<<<<<<<
 *             r_bin = binner[i+1]
 *             # count values in current bin, advance to next bin
 */
    __pyx_t_19 = (__pyx_v_lenbin - 1);
    for (__pyx_t_20 = 0; __pyx_t_20 < __pyx_t_19; __pyx_t_20+=1) {
      __pyx_v_i = __pyx_t_20;

      /* "pandas/lib.pyx":1074
 *     if right_closed:
 *         for i in range(0, lenbin - 1):
 *             r_bin = binner[i+1]             # <<<<<<<<<<<<<<
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] <= r_bin:
 */
      __pyx_t_21 = (__pyx_v_i + 1);
      __pyx_v_r_bin = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_binner.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_binner.diminfo[0].strides));

      /* "pandas/lib.pyx":1076
 *             r_bin = binner[i+1]
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] <= r_bin:             # <<<<<<<<<<<<<<
 *                 j += 1
 *             bins[bc] = j
 */
      while (1) {
        __pyx_t_13 = ((__pyx_v_j < __pyx_v_lenidx) != 0);
        if (__pyx_t_13) {
          goto __pyx_L15_next_and;
        } else {
          __pyx_t_2 = __pyx_t_13;
          goto __pyx_L14_bool_binop_done;
        }
        __pyx_L15_next_and:;
        __pyx_t_22 = __pyx_v_j;
        __pyx_t_13 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_values.diminfo[0].strides)) <= __pyx_v_r_bin) != 0);
        __pyx_t_2 = __pyx_t_13;
        __pyx_L14_bool_binop_done:;
        if (!__pyx_t_2) break;

        /* "pandas/lib.pyx":1077
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] <= r_bin:
 *                 j += 1             # <<<<<<<<<<<<<<
 *             bins[bc] = j
 *             bc += 1
 */
        __pyx_v_j = (__pyx_v_j + 1);
      }

      /* "pandas/lib.pyx":1078
 *             while j < lenidx and values[j] <= r_bin:
 *                 j += 1
 *             bins[bc] = j             # <<<<<<<<<<<<<<
 *             bc += 1
 *     else:
 */
      __pyx_t_23 = __pyx_v_bc;
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_bins.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_bins.diminfo[0].strides) = __pyx_v_j;

      /* "pandas/lib.pyx":1079
 *                 j += 1
 *             bins[bc] = j
 *             bc += 1             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(0, lenbin - 1):
 */
      __pyx_v_bc = (__pyx_v_bc + 1);
    }
    goto __pyx_L9;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1081
 *             bc += 1
 *     else:
 *         for i in range(0, lenbin - 1):             # <<<<<<<<<<<<<<
 *             r_bin = binner[i+1]
 *             # count values in current bin, advance to next bin
 */
    __pyx_t_19 = (__pyx_v_lenbin - 1);
    for (__pyx_t_20 = 0; __pyx_t_20 < __pyx_t_19; __pyx_t_20+=1) {
      __pyx_v_i = __pyx_t_20;

      /* "pandas/lib.pyx":1082
 *     else:
 *         for i in range(0, lenbin - 1):
 *             r_bin = binner[i+1]             # <<<<<<<<<<<<<<
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] < r_bin:
 */
      __pyx_t_24 = (__pyx_v_i + 1);
      __pyx_v_r_bin = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_binner.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_binner.diminfo[0].strides));

      /* "pandas/lib.pyx":1084
 *             r_bin = binner[i+1]
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] < r_bin:             # <<<<<<<<<<<<<<
 *                 j += 1
 *             bins[bc] = j
 */
      while (1) {
        __pyx_t_13 = ((__pyx_v_j < __pyx_v_lenidx) != 0);
        if (__pyx_t_13) {
          goto __pyx_L21_next_and;
        } else {
          __pyx_t_2 = __pyx_t_13;
          goto __pyx_L20_bool_binop_done;
        }
        __pyx_L21_next_and:;
        __pyx_t_25 = __pyx_v_j;
        __pyx_t_13 = (((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_25, __pyx_pybuffernd_values.diminfo[0].strides)) < __pyx_v_r_bin) != 0);
        __pyx_t_2 = __pyx_t_13;
        __pyx_L20_bool_binop_done:;
        if (!__pyx_t_2) break;

        /* "pandas/lib.pyx":1085
 *             # count values in current bin, advance to next bin
 *             while j < lenidx and values[j] < r_bin:
 *                 j += 1             # <<<<<<<<<<<<<<
 *             bins[bc] = j
 *             bc += 1
 */
        __pyx_v_j = (__pyx_v_j + 1);
      }

      /* "pandas/lib.pyx":1086
 *             while j < lenidx and values[j] < r_bin:
 *                 j += 1
 *             bins[bc] = j             # <<<<<<<<<<<<<<
 *             bc += 1
 * 
 */
      __pyx_t_26 = __pyx_v_bc;
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_bins.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_bins.diminfo[0].strides) = __pyx_v_j;

      /* "pandas/lib.pyx":1087
 *                 j += 1
 *             bins[bc] = j
 *             bc += 1             # <<<<<<<<<<<<<<
 * 
 *     if nat_count > 0:
 */
      __pyx_v_bc = (__pyx_v_bc + 1);
    }
  }
  __pyx_L9:;

  /* "pandas/lib.pyx":1089
 *             bc += 1
 * 
 *     if nat_count > 0:             # <<<<<<<<<<<<<<
 *         # shift bins by the number of NaT
 *         bins = bins + nat_count
 */
  __pyx_t_2 = ((__pyx_v_nat_count > 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1091
 *     if nat_count > 0:
 *         # shift bins by the number of NaT
 *         bins = bins + nat_count             # <<<<<<<<<<<<<<
 *         bins = np.insert(bins, 0, nat_count)
 * 
 */
    __pyx_t_17 = __Pyx_PyInt_From_npy_int64(__pyx_v_nat_count); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_17);
    __pyx_t_4 = PyNumber_Add(((PyObject *)__pyx_v_bins), __pyx_t_17); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
    if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_18 = ((PyArrayObject *)__pyx_t_4);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bins.rcbuffer->pybuffer);
      __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_t_18, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_8 < 0)) {
        PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_v_bins, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
        }
      }
      __pyx_pybuffernd_bins.diminfo[0].strides = __pyx_pybuffernd_bins.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bins.diminfo[0].shape = __pyx_pybuffernd_bins.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1091; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_18 = 0;
    __Pyx_DECREF_SET(__pyx_v_bins, ((PyArrayObject *)__pyx_t_4));
    __pyx_t_4 = 0;

    /* "pandas/lib.pyx":1092
 *         # shift bins by the number of NaT
 *         bins = bins + nat_count
 *         bins = np.insert(bins, 0, nat_count)             # <<<<<<<<<<<<<<
 * 
 *     return bins
 */
    __pyx_t_17 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_17);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_17, __pyx_n_s_insert); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
    __pyx_t_17 = __Pyx_PyInt_From_npy_int64(__pyx_v_nat_count); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_17);
    __pyx_t_3 = NULL;
    __pyx_t_19 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_5, function);
        __pyx_t_19 = 1;
      }
    }
    __pyx_t_1 = PyTuple_New(3+__pyx_t_19); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (__pyx_t_3) {
      PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_bins));
    PyTuple_SET_ITEM(__pyx_t_1, 0+__pyx_t_19, ((PyObject *)__pyx_v_bins));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_bins));
    __Pyx_INCREF(__pyx_int_0);
    PyTuple_SET_ITEM(__pyx_t_1, 1+__pyx_t_19, __pyx_int_0);
    __Pyx_GIVEREF(__pyx_int_0);
    PyTuple_SET_ITEM(__pyx_t_1, 2+__pyx_t_19, __pyx_t_17);
    __Pyx_GIVEREF(__pyx_t_17);
    __pyx_t_17 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_18 = ((PyArrayObject *)__pyx_t_4);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bins.rcbuffer->pybuffer);
      __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_t_18, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_8 < 0)) {
        PyErr_Fetch(&__pyx_t_11, &__pyx_t_10, &__pyx_t_9);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bins.rcbuffer->pybuffer, (PyObject*)__pyx_v_bins, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_11, __pyx_t_10, __pyx_t_9);
        }
      }
      __pyx_pybuffernd_bins.diminfo[0].strides = __pyx_pybuffernd_bins.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bins.diminfo[0].shape = __pyx_pybuffernd_bins.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_18 = 0;
    __Pyx_DECREF_SET(__pyx_v_bins, ((PyArrayObject *)__pyx_t_4));
    __pyx_t_4 = 0;
    goto __pyx_L22;
  }
  __pyx_L22:;

  /* "pandas/lib.pyx":1094
 *         bins = np.insert(bins, 0, nat_count)
 * 
 *     return bins             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_bins));
  __pyx_r = ((PyObject *)__pyx_v_bins);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1036
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def generate_bins_dt64(ndarray[int64_t] values, ndarray[int64_t] binner,             # <<<<<<<<<<<<<<
 *                        object closed='left', bint hasnans=0):
 *     """
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_17);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_binner.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bins.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.generate_bins_dt64", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_binner.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bins.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_bins);
  __Pyx_XDECREF(__pyx_v_mask);
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1101
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset(ndarray[float64_t, ndim=2] values,             # <<<<<<<<<<<<<<
 *                     ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_89row_bool_subset(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_89row_bool_subset = {"row_bool_subset", (PyCFunction)__pyx_pw_6pandas_3lib_89row_bool_subset, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_89row_bool_subset(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyArrayObject *__pyx_v_mask = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("row_bool_subset (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_mask,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mask)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("row_bool_subset", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "row_bool_subset") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_mask = ((PyArrayObject *)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("row_bool_subset", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.row_bool_subset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1102; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_88row_bool_subset(__pyx_self, __pyx_v_values, __pyx_v_mask);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_88row_bool_subset(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_mask) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_pos;
  PyArrayObject *__pyx_v_out = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_out;
  __Pyx_Buffer __pyx_pybuffer_out;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("row_bool_subset", 0);
  __pyx_pybuffer_out.pybuffer.buf = NULL;
  __pyx_pybuffer_out.refcount = 0;
  __pyx_pybuffernd_out.data = NULL;
  __pyx_pybuffernd_out.rcbuffer = &__pyx_pybuffer_out;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_values.diminfo[1].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_values.diminfo[1].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[1];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 1, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1104
 *                     ndarray[uint8_t, cast=True] mask):
 *     cdef:
 *         Py_ssize_t i, j, n, k, pos = 0             # <<<<<<<<<<<<<<
 *         ndarray[float64_t, ndim=2] out
 * 
 */
  __pyx_v_pos = 0;

  /* "pandas/lib.pyx":1107
 *         ndarray[float64_t, ndim=2] out
 * 
 *     n, k = (<object> values).shape             # <<<<<<<<<<<<<<
 *     assert(n == len(mask))
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1107; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_n = __pyx_t_6;
  __pyx_v_k = __pyx_t_7;

  /* "pandas/lib.pyx":1108
 * 
 *     n, k = (<object> values).shape
 *     assert(n == len(mask))             # <<<<<<<<<<<<<<
 * 
 *     out = np.empty((mask.sum(), k), dtype=np.float64)
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_mask)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (unlikely(!((__pyx_v_n == __pyx_t_7) != 0))) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "pandas/lib.pyx":1110
 *     assert(n == len(mask))
 * 
 *     out = np.empty((mask.sum(), k), dtype=np.float64)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_mask), __pyx_n_s_sum); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_float64); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_8);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
    __pyx_t_10 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_10 < 0)) {
      PyErr_Fetch(&__pyx_t_11, &__pyx_t_12, &__pyx_t_13);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_v_out, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_13);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_11, __pyx_t_12, __pyx_t_13);
      }
    }
    __pyx_pybuffernd_out.diminfo[0].strides = __pyx_pybuffernd_out.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_out.diminfo[0].shape = __pyx_pybuffernd_out.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_out.diminfo[1].strides = __pyx_pybuffernd_out.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_out.diminfo[1].shape = __pyx_pybuffernd_out.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_9 = 0;
  __pyx_v_out = ((PyArrayObject *)__pyx_t_8);
  __pyx_t_8 = 0;

  /* "pandas/lib.pyx":1112
 *     out = np.empty((mask.sum(), k), dtype=np.float64)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if mask[i]:
 *             for j in range(k):
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_7; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/lib.pyx":1113
 * 
 *     for i in range(n):
 *         if mask[i]:             # <<<<<<<<<<<<<<
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_15 = ((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_mask.diminfo[0].strides)) != 0);
    if (__pyx_t_15) {

      /* "pandas/lib.pyx":1114
 *     for i in range(n):
 *         if mask[i]:
 *             for j in range(k):             # <<<<<<<<<<<<<<
 *                 out[pos, j] = values[i, j]
 *             pos += 1
 */
      __pyx_t_16 = __pyx_v_k;
      for (__pyx_t_17 = 0; __pyx_t_17 < __pyx_t_16; __pyx_t_17+=1) {
        __pyx_v_j = __pyx_t_17;

        /* "pandas/lib.pyx":1115
 *         if mask[i]:
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]             # <<<<<<<<<<<<<<
 *             pos += 1
 * 
 */
        __pyx_t_18 = __pyx_v_i;
        __pyx_t_19 = __pyx_v_j;
        __pyx_t_20 = __pyx_v_pos;
        __pyx_t_21 = __pyx_v_j;
        *__Pyx_BufPtrStrided2d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_out.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_out.diminfo[0].strides, __pyx_t_21, __pyx_pybuffernd_out.diminfo[1].strides) = (*__Pyx_BufPtrStrided2d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_values.diminfo[0].strides, __pyx_t_19, __pyx_pybuffernd_values.diminfo[1].strides));
      }

      /* "pandas/lib.pyx":1116
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]
 *             pos += 1             # <<<<<<<<<<<<<<
 * 
 *     return out
 */
      __pyx_v_pos = (__pyx_v_pos + 1);
      goto __pyx_L7;
    }
    __pyx_L7:;
  }

  /* "pandas/lib.pyx":1118
 *             pos += 1
 * 
 *     return out             # <<<<<<<<<<<<<<
 * 
 * @cython.boundscheck(False)
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_out));
  __pyx_r = ((PyObject *)__pyx_v_out);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1101
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset(ndarray[float64_t, ndim=2] values,             # <<<<<<<<<<<<<<
 *                     ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_8);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.row_bool_subset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_out);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1122
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset_object(ndarray[object, ndim=2] values,             # <<<<<<<<<<<<<<
 *                            ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_91row_bool_subset_object(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_91row_bool_subset_object = {"row_bool_subset_object", (PyCFunction)__pyx_pw_6pandas_3lib_91row_bool_subset_object, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_91row_bool_subset_object(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyArrayObject *__pyx_v_mask = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("row_bool_subset_object (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_mask,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mask)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("row_bool_subset_object", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "row_bool_subset_object") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_mask = ((PyArrayObject *)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("row_bool_subset_object", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.row_bool_subset_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_90row_bool_subset_object(__pyx_self, __pyx_v_values, __pyx_v_mask);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_90row_bool_subset_object(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyArrayObject *__pyx_v_mask) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_pos;
  PyArrayObject *__pyx_v_out = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_out;
  __Pyx_Buffer __pyx_pybuffer_out;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  PyObject **__pyx_t_21;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("row_bool_subset_object", 0);
  __pyx_pybuffer_out.pybuffer.buf = NULL;
  __pyx_pybuffer_out.refcount = 0;
  __pyx_pybuffernd_out.data = NULL;
  __pyx_pybuffernd_out.rcbuffer = &__pyx_pybuffer_out;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 2, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_values.diminfo[1].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_values.diminfo[1].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[1];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 1, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1125
 *                            ndarray[uint8_t, cast=True] mask):
 *     cdef:
 *         Py_ssize_t i, j, n, k, pos = 0             # <<<<<<<<<<<<<<
 *         ndarray[object, ndim=2] out
 * 
 */
  __pyx_v_pos = 0;

  /* "pandas/lib.pyx":1128
 *         ndarray[object, ndim=2] out
 * 
 *     n, k = (<object> values).shape             # <<<<<<<<<<<<<<
 *     assert(n == len(mask))
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_n = __pyx_t_6;
  __pyx_v_k = __pyx_t_7;

  /* "pandas/lib.pyx":1129
 * 
 *     n, k = (<object> values).shape
 *     assert(n == len(mask))             # <<<<<<<<<<<<<<
 * 
 *     out = np.empty((mask.sum(), k), dtype=object)
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_mask)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (unlikely(!((__pyx_v_n == __pyx_t_7) != 0))) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "pandas/lib.pyx":1131
 *     assert(n == len(mask))
 * 
 *     out = np.empty((mask.sum(), k), dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_mask), __pyx_n_s_sum); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_out.rcbuffer->pybuffer, (PyObject*)__pyx_v_out, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_out.diminfo[0].strides = __pyx_pybuffernd_out.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_out.diminfo[0].shape = __pyx_pybuffernd_out.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_out.diminfo[1].strides = __pyx_pybuffernd_out.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_out.diminfo[1].shape = __pyx_pybuffernd_out.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1131; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_out = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1133
 *     out = np.empty((mask.sum(), k), dtype=object)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if mask[i]:
 *             for j in range(k):
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_7; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/lib.pyx":1134
 * 
 *     for i in range(n):
 *         if mask[i]:             # <<<<<<<<<<<<<<
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_14 = ((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_mask.diminfo[0].strides)) != 0);
    if (__pyx_t_14) {

      /* "pandas/lib.pyx":1135
 *     for i in range(n):
 *         if mask[i]:
 *             for j in range(k):             # <<<<<<<<<<<<<<
 *                 out[pos, j] = values[i, j]
 *             pos += 1
 */
      __pyx_t_15 = __pyx_v_k;
      for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_15; __pyx_t_16+=1) {
        __pyx_v_j = __pyx_t_16;

        /* "pandas/lib.pyx":1136
 *         if mask[i]:
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]             # <<<<<<<<<<<<<<
 *             pos += 1
 * 
 */
        __pyx_t_17 = __pyx_v_i;
        __pyx_t_18 = __pyx_v_j;
        __pyx_t_1 = (PyObject *) *__Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_values.diminfo[0].strides, __pyx_t_18, __pyx_pybuffernd_values.diminfo[1].strides);
        __Pyx_INCREF((PyObject*)__pyx_t_1);
        __pyx_t_19 = __pyx_v_pos;
        __pyx_t_20 = __pyx_v_j;
        __pyx_t_21 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_out.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_out.diminfo[0].strides, __pyx_t_20, __pyx_pybuffernd_out.diminfo[1].strides);
        __Pyx_GOTREF(*__pyx_t_21);
        __Pyx_INCREF(__pyx_t_1); __Pyx_DECREF(*__pyx_t_21);
        *__pyx_t_21 = __pyx_t_1;
        __Pyx_GIVEREF(*__pyx_t_21);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      }

      /* "pandas/lib.pyx":1137
 *             for j in range(k):
 *                 out[pos, j] = values[i, j]
 *             pos += 1             # <<<<<<<<<<<<<<
 * 
 *     return out
 */
      __pyx_v_pos = (__pyx_v_pos + 1);
      goto __pyx_L7;
    }
    __pyx_L7:;
  }

  /* "pandas/lib.pyx":1139
 *             pos += 1
 * 
 *     return out             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_out));
  __pyx_r = ((PyObject *)__pyx_v_out);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1122
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset_object(ndarray[object, ndim=2] values,             # <<<<<<<<<<<<<<
 *                            ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.row_bool_subset_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_out.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_out);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1142
 * 
 * 
 * def group_count(ndarray[int64_t] values, Py_ssize_t size):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_93group_count(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_93group_count = {"group_count", (PyCFunction)__pyx_pw_6pandas_3lib_93group_count, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_93group_count(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  Py_ssize_t __pyx_v_size;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("group_count (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_size,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_size)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("group_count", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "group_count") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_size = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_size == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("group_count", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.group_count", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_92group_count(__pyx_self, __pyx_v_values, __pyx_v_size);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_92group_count(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, Py_ssize_t __pyx_v_size) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_counts = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_counts;
  __Pyx_Buffer __pyx_pybuffer_counts;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  __pyx_t_5numpy_int64_t __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("group_count", 0);
  __pyx_pybuffer_counts.pybuffer.buf = NULL;
  __pyx_pybuffer_counts.refcount = 0;
  __pyx_pybuffernd_counts.data = NULL;
  __pyx_pybuffernd_counts.rcbuffer = &__pyx_pybuffer_counts;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1144
 * def group_count(ndarray[int64_t] values, Py_ssize_t size):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[int64_t] counts
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1144; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1147
 *         ndarray[int64_t] counts
 * 
 *     counts = np.zeros(size, dtype=np.int64)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         counts[values[i]] += 1
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_v_counts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_counts.diminfo[0].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_counts.diminfo[0].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_counts = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":1148
 * 
 *     counts = np.zeros(size, dtype=np.int64)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         counts[values[i]] += 1
 *     return counts
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":1149
 *     counts = np.zeros(size, dtype=np.int64)
 *     for i in range(n):
 *         counts[values[i]] += 1             # <<<<<<<<<<<<<<
 *     return counts
 * 
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_14 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_values.diminfo[0].strides));
    __pyx_t_8 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_counts.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1149; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_counts.diminfo[0].strides) += 1;
  }

  /* "pandas/lib.pyx":1150
 *     for i in range(n):
 *         counts[values[i]] += 1
 *     return counts             # <<<<<<<<<<<<<<
 * 
 * def lookup_values(ndarray[object] values, dict mapping):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_counts));
  __pyx_r = ((PyObject *)__pyx_v_counts);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1142
 * 
 * 
 * def group_count(ndarray[int64_t] values, Py_ssize_t size):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.group_count", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_counts);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1152
 *     return counts
 * 
 * def lookup_values(ndarray[object] values, dict mapping):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_95lookup_values(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_95lookup_values = {"lookup_values", (PyCFunction)__pyx_pw_6pandas_3lib_95lookup_values, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_95lookup_values(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_mapping = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lookup_values (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_mapping,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mapping)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("lookup_values", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "lookup_values") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_mapping = ((PyObject*)values[1]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("lookup_values", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.lookup_values", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mapping), (&PyDict_Type), 1, "mapping", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_94lookup_values(__pyx_self, __pyx_v_values, __pyx_v_mapping);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_94lookup_values(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_mapping) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_result = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lookup_values", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1154
 * def lookup_values(ndarray[object] values, dict mapping):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype='O')
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1156
 *         Py_ssize_t i, n = len(values)
 * 
 *     result = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         result[i] = mapping[values[i]]
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_result = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":1157
 * 
 *     result = np.empty(n, dtype='O')
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         result[i] = mapping[values[i]]
 *     return maybe_convert_objects(result)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_1; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/lib.pyx":1158
 *     result = np.empty(n, dtype='O')
 *     for i in range(n):
 *         result[i] = mapping[values[i]]             # <<<<<<<<<<<<<<
 *     return maybe_convert_objects(result)
 * 
 */
    if (unlikely(__pyx_v_mapping == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_7 < 0) {
      __pyx_t_7 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_7 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_7 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __pyx_t_2 = __Pyx_PyDict_GetItem(__pyx_v_mapping, __pyx_t_5); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1158; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(__Pyx_SetItemInt(__pyx_v_result, __pyx_v_i, __pyx_t_2, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }

  /* "pandas/lib.pyx":1159
 *     for i in range(n):
 *         result[i] = mapping[values[i]]
 *     return maybe_convert_objects(result)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_result); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(__pyx_v_result);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_result);
    __Pyx_GIVEREF(__pyx_v_result);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1152
 *     return counts
 * 
 * def lookup_values(ndarray[object] values, dict mapping):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.lookup_values", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1162
 * 
 * 
 * def count_level_1d(ndarray[uint8_t, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_97count_level_1d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_97count_level_1d = {"count_level_1d", (PyCFunction)__pyx_pw_6pandas_3lib_97count_level_1d, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_97count_level_1d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_mask = 0;
  PyArrayObject *__pyx_v_labels = 0;
  Py_ssize_t __pyx_v_max_bin;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("count_level_1d (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_mask,&__pyx_n_s_labels,&__pyx_n_s_max_bin,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mask)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("count_level_1d", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_bin)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("count_level_1d", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "count_level_1d") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_mask = ((PyArrayObject *)values[0]);
    __pyx_v_labels = ((PyArrayObject *)values[1]);
    __pyx_v_max_bin = __Pyx_PyIndex_AsSsize_t(values[2]); if (unlikely((__pyx_v_max_bin == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("count_level_1d", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.count_level_1d", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_labels), __pyx_ptype_5numpy_ndarray, 1, "labels", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_96count_level_1d(__pyx_self, __pyx_v_mask, __pyx_v_labels, __pyx_v_max_bin);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_96count_level_1d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_max_bin) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_counts = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_counts;
  __Pyx_Buffer __pyx_pybuffer_counts;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_labels;
  __Pyx_Buffer __pyx_pybuffer_labels;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyArrayObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  __pyx_t_5numpy_int64_t __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("count_level_1d", 0);
  __pyx_pybuffer_counts.pybuffer.buf = NULL;
  __pyx_pybuffer_counts.refcount = 0;
  __pyx_pybuffernd_counts.data = NULL;
  __pyx_pybuffernd_counts.rcbuffer = &__pyx_pybuffer_counts;
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  __pyx_pybuffer_labels.pybuffer.buf = NULL;
  __pyx_pybuffer_labels.refcount = 0;
  __pyx_pybuffernd_labels.data = NULL;
  __pyx_pybuffernd_labels.rcbuffer = &__pyx_pybuffer_labels;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 1, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)__pyx_v_labels, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_labels.diminfo[0].strides = __pyx_pybuffernd_labels.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_labels.diminfo[0].shape = __pyx_pybuffernd_labels.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1168
 *         ndarray[int64_t] counts
 * 
 *     counts = np.zeros(max_bin, dtype='i8')             # <<<<<<<<<<<<<<
 * 
 *     n = len(mask)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_max_bin); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_n_s_i8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((PyArrayObject *)__pyx_t_4);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __pyx_t_6 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_t_5, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_6 < 0)) {
      PyErr_Fetch(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_v_counts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_7); Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_7, __pyx_t_8, __pyx_t_9);
      }
    }
    __pyx_pybuffernd_counts.diminfo[0].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_counts.diminfo[0].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_5 = 0;
  __pyx_v_counts = ((PyArrayObject *)__pyx_t_4);
  __pyx_t_4 = 0;

  /* "pandas/lib.pyx":1170
 *     counts = np.zeros(max_bin, dtype='i8')
 * 
 *     n = len(mask)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_10 = PyObject_Length(((PyObject *)__pyx_v_mask)); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_10;

  /* "pandas/lib.pyx":1172
 *     n = len(mask)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         if mask[i]:
 *             counts[labels[i]] += 1
 */
  __pyx_t_10 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_10; __pyx_v_i++) {

    /* "pandas/lib.pyx":1173
 * 
 *     for i from 0 <= i < n:
 *         if mask[i]:             # <<<<<<<<<<<<<<
 *             counts[labels[i]] += 1
 * 
 */
    __pyx_t_11 = __pyx_v_i;
    __pyx_t_6 = -1;
    if (__pyx_t_11 < 0) {
      __pyx_t_11 += __pyx_pybuffernd_mask.diminfo[0].shape;
      if (unlikely(__pyx_t_11 < 0)) __pyx_t_6 = 0;
    } else if (unlikely(__pyx_t_11 >= __pyx_pybuffernd_mask.diminfo[0].shape)) __pyx_t_6 = 0;
    if (unlikely(__pyx_t_6 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_6);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_12 = ((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_11, __pyx_pybuffernd_mask.diminfo[0].strides)) != 0);
    if (__pyx_t_12) {

      /* "pandas/lib.pyx":1174
 *     for i from 0 <= i < n:
 *         if mask[i]:
 *             counts[labels[i]] += 1             # <<<<<<<<<<<<<<
 * 
 *     return counts
 */
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_6 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_labels.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_14 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_labels.diminfo[0].strides));
      __pyx_t_6 = -1;
      if (__pyx_t_14 < 0) {
        __pyx_t_14 += __pyx_pybuffernd_counts.diminfo[0].shape;
        if (unlikely(__pyx_t_14 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_counts.diminfo[0].strides) += 1;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":1176
 *             counts[labels[i]] += 1
 * 
 *     return counts             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_counts));
  __pyx_r = ((PyObject *)__pyx_v_counts);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1162
 * 
 * 
 * def count_level_1d(ndarray[uint8_t, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.count_level_1d", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_counts);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1179
 * 
 * 
 * def count_level_2d(ndarray[uint8_t, ndim=2, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_99count_level_2d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_99count_level_2d = {"count_level_2d", (PyCFunction)__pyx_pw_6pandas_3lib_99count_level_2d, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_99count_level_2d(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_mask = 0;
  PyArrayObject *__pyx_v_labels = 0;
  Py_ssize_t __pyx_v_max_bin;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("count_level_2d (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_mask,&__pyx_n_s_labels,&__pyx_n_s_max_bin,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mask)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("count_level_2d", 1, 3, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_max_bin)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("count_level_2d", 1, 3, 3, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "count_level_2d") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_mask = ((PyArrayObject *)values[0]);
    __pyx_v_labels = ((PyArrayObject *)values[1]);
    __pyx_v_max_bin = __Pyx_PyIndex_AsSsize_t(values[2]); if (unlikely((__pyx_v_max_bin == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("count_level_2d", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.count_level_2d", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_labels), __pyx_ptype_5numpy_ndarray, 1, "labels", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_98count_level_2d(__pyx_self, __pyx_v_mask, __pyx_v_labels, __pyx_v_max_bin);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_98count_level_2d(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_mask, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_max_bin) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_counts = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_counts;
  __Pyx_Buffer __pyx_pybuffer_counts;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_labels;
  __Pyx_Buffer __pyx_pybuffer_labels;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  __pyx_t_5numpy_int64_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("count_level_2d", 0);
  __pyx_pybuffer_counts.pybuffer.buf = NULL;
  __pyx_pybuffer_counts.refcount = 0;
  __pyx_pybuffernd_counts.data = NULL;
  __pyx_pybuffernd_counts.rcbuffer = &__pyx_pybuffer_counts;
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  __pyx_pybuffer_labels.pybuffer.buf = NULL;
  __pyx_pybuffer_labels.refcount = 0;
  __pyx_pybuffernd_labels.data = NULL;
  __pyx_pybuffernd_labels.rcbuffer = &__pyx_pybuffer_labels;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 2, 1, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_mask.diminfo[1].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_mask.diminfo[1].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[1];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)__pyx_v_labels, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_labels.diminfo[0].strides = __pyx_pybuffernd_labels.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_labels.diminfo[0].shape = __pyx_pybuffernd_labels.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1185
 *         ndarray[int64_t, ndim=2] counts
 * 
 *     n, k = (<object> mask).shape             # <<<<<<<<<<<<<<
 *     counts = np.zeros((max_bin, k), dtype='i8')
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_mask), __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1185; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_n = __pyx_t_6;
  __pyx_v_k = __pyx_t_7;

  /* "pandas/lib.pyx":1186
 * 
 *     n, k = (<object> mask).shape
 *     counts = np.zeros((max_bin, k), dtype='i8')             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_max_bin); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_n_s_i8) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_v_counts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_counts.diminfo[0].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_counts.diminfo[0].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_counts.diminfo[1].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_counts.diminfo[1].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_counts = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1188
 *     counts = np.zeros((max_bin, k), dtype='i8')
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         for j from 0 <= j < k:
 *             if mask[i, j]:
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) {

    /* "pandas/lib.pyx":1189
 * 
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < k:             # <<<<<<<<<<<<<<
 *             if mask[i, j]:
 *                 counts[labels[i], j] += 1
 */
    __pyx_t_6 = __pyx_v_k;
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_6; __pyx_v_j++) {

      /* "pandas/lib.pyx":1190
 *     for i from 0 <= i < n:
 *         for j from 0 <= j < k:
 *             if mask[i, j]:             # <<<<<<<<<<<<<<
 *                 counts[labels[i], j] += 1
 * 
 */
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_14 = __pyx_v_j;
      __pyx_t_9 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_mask.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_mask.diminfo[0].shape)) __pyx_t_9 = 0;
      if (__pyx_t_14 < 0) {
        __pyx_t_14 += __pyx_pybuffernd_mask.diminfo[1].shape;
        if (unlikely(__pyx_t_14 < 0)) __pyx_t_9 = 1;
      } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_mask.diminfo[1].shape)) __pyx_t_9 = 1;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_15 = ((*__Pyx_BufPtrStrided2d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_mask.diminfo[0].strides, __pyx_t_14, __pyx_pybuffernd_mask.diminfo[1].strides)) != 0);
      if (__pyx_t_15) {

        /* "pandas/lib.pyx":1191
 *         for j from 0 <= j < k:
 *             if mask[i, j]:
 *                 counts[labels[i], j] += 1             # <<<<<<<<<<<<<<
 * 
 *     return counts
 */
        __pyx_t_16 = __pyx_v_i;
        __pyx_t_9 = -1;
        if (__pyx_t_16 < 0) {
          __pyx_t_16 += __pyx_pybuffernd_labels.diminfo[0].shape;
          if (unlikely(__pyx_t_16 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_t_17 = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_labels.diminfo[0].strides));
        __pyx_t_18 = __pyx_v_j;
        __pyx_t_9 = -1;
        if (__pyx_t_17 < 0) {
          __pyx_t_17 += __pyx_pybuffernd_counts.diminfo[0].shape;
          if (unlikely(__pyx_t_17 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_9 = 0;
        if (__pyx_t_18 < 0) {
          __pyx_t_18 += __pyx_pybuffernd_counts.diminfo[1].shape;
          if (unlikely(__pyx_t_18 < 0)) __pyx_t_9 = 1;
        } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_counts.diminfo[1].shape)) __pyx_t_9 = 1;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided2d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_counts.diminfo[0].strides, __pyx_t_18, __pyx_pybuffernd_counts.diminfo[1].strides) += 1;
        goto __pyx_L9;
      }
      __pyx_L9:;
    }
  }

  /* "pandas/lib.pyx":1193
 *                 counts[labels[i], j] += 1
 * 
 *     return counts             # <<<<<<<<<<<<<<
 * 
 * cdef class _PandasNull:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_counts));
  __pyx_r = ((PyObject *)__pyx_v_counts);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1179
 * 
 * 
 * def count_level_2d(ndarray[uint8_t, ndim=2, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.count_level_2d", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_counts);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1197
 * cdef class _PandasNull:
 * 
 *     def __richcmp__(_PandasNull self, object other, int op):             # <<<<<<<<<<<<<<
 *         if op == 2: # ==
 *             return isinstance(other, _PandasNull)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11_PandasNull_1__richcmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11_PandasNull_1__richcmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__richcmp__ (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_self), __pyx_ptype_6pandas_3lib__PandasNull, 1, "self", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_11_PandasNull___richcmp__(((struct __pyx_obj_6pandas_3lib__PandasNull *)__pyx_v_self), ((PyObject *)__pyx_v_other), ((int)__pyx_v_op));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11_PandasNull___richcmp__(CYTHON_UNUSED struct __pyx_obj_6pandas_3lib__PandasNull *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__richcmp__", 0);

  /* "pandas/lib.pyx":1200
 *         if op == 2: # ==
 *             return isinstance(other, _PandasNull)
 *         elif op == 3: # !=             # <<<<<<<<<<<<<<
 *             return not isinstance(other, _PandasNull)
 *         else:
 */
  switch (__pyx_v_op) {

    /* "pandas/lib.pyx":1198
 * 
 *     def __richcmp__(_PandasNull self, object other, int op):
 *         if op == 2: # ==             # <<<<<<<<<<<<<<
 *             return isinstance(other, _PandasNull)
 *         elif op == 3: # !=
 */
    case 2:

    /* "pandas/lib.pyx":1199
 *     def __richcmp__(_PandasNull self, object other, int op):
 *         if op == 2: # ==
 *             return isinstance(other, _PandasNull)             # <<<<<<<<<<<<<<
 *         elif op == 3: # !=
 *             return not isinstance(other, _PandasNull)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_other, ((PyObject*)__pyx_ptype_6pandas_3lib__PandasNull)); 
    __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1199; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
    break;

    /* "pandas/lib.pyx":1200
 *         if op == 2: # ==
 *             return isinstance(other, _PandasNull)
 *         elif op == 3: # !=             # <<<<<<<<<<<<<<
 *             return not isinstance(other, _PandasNull)
 *         else:
 */
    case 3:

    /* "pandas/lib.pyx":1201
 *             return isinstance(other, _PandasNull)
 *         elif op == 3: # !=
 *             return not isinstance(other, _PandasNull)             # <<<<<<<<<<<<<<
 *         else:
 *             return False
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_other, ((PyObject*)__pyx_ptype_6pandas_3lib__PandasNull)); 
    __pyx_t_2 = __Pyx_PyBool_FromLong((!(__pyx_t_1 != 0))); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
    break;
    default:

    /* "pandas/lib.pyx":1203
 *             return not isinstance(other, _PandasNull)
 *         else:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *     def __hash__(self):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
    break;
  }

  /* "pandas/lib.pyx":1197
 * cdef class _PandasNull:
 * 
 *     def __richcmp__(_PandasNull self, object other, int op):             # <<<<<<<<<<<<<<
 *         if op == 2: # ==
 *             return isinstance(other, _PandasNull)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib._PandasNull.__richcmp__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1205
 *             return False
 * 
 *     def __hash__(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
 */

/* Python wrapper */
static Py_hash_t __pyx_pw_6pandas_3lib_11_PandasNull_3__hash__(PyObject *__pyx_v_self); /*proto*/
static Py_hash_t __pyx_pw_6pandas_3lib_11_PandasNull_3__hash__(PyObject *__pyx_v_self) {
  Py_hash_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__hash__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11_PandasNull_2__hash__(((struct __pyx_obj_6pandas_3lib__PandasNull *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_hash_t __pyx_pf_6pandas_3lib_11_PandasNull_2__hash__(CYTHON_UNUSED struct __pyx_obj_6pandas_3lib__PandasNull *__pyx_v_self) {
  Py_hash_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__hash__", 0);

  /* "pandas/lib.pyx":1206
 * 
 *     def __hash__(self):
 *         return 0             # <<<<<<<<<<<<<<
 * 
 * pandas_null = _PandasNull()
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1205
 *             return False
 * 
 *     def __hash__(self):             # <<<<<<<<<<<<<<
 *         return 0
 * 
 */

  /* function exit code */
  __pyx_L0:;
  if (unlikely(__pyx_r == -1) && !PyErr_Occurred()) __pyx_r = -2;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1210
 * pandas_null = _PandasNull()
 * 
 * def fast_zip_fillna(list ndarrays, fill_value=pandas_null):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_101fast_zip_fillna(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_100fast_zip_fillna[] = "\n    For zipping multiple ndarrays into an ndarray of tuples\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_101fast_zip_fillna = {"fast_zip_fillna", (PyCFunction)__pyx_pw_6pandas_3lib_101fast_zip_fillna, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_100fast_zip_fillna};
static PyObject *__pyx_pw_6pandas_3lib_101fast_zip_fillna(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_ndarrays = 0;
  PyObject *__pyx_v_fill_value = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_zip_fillna (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_ndarrays,&__pyx_n_s_fill_value,0};
    PyObject* values[2] = {0,0};
    values[1] = __pyx_k__10;
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ndarrays)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_fill_value);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "fast_zip_fillna") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_ndarrays = ((PyObject*)values[0]);
    __pyx_v_fill_value = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("fast_zip_fillna", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.fast_zip_fillna", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_ndarrays), (&PyList_Type), 1, "ndarrays", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_100fast_zip_fillna(__pyx_self, __pyx_v_ndarrays, __pyx_v_fill_value);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_100fast_zip_fillna(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ndarrays, PyObject *__pyx_v_fill_value) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyArrayIterObject *__pyx_v_it = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_tup = 0;
  PyObject *__pyx_v_arr = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  PyObject **__pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_zip_fillna", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/lib.pyx":1220
 *         object val, tup
 * 
 *     k = len(ndarrays)             # <<<<<<<<<<<<<<
 *     n = len(ndarrays[0])
 * 
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_ndarrays); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_1;

  /* "pandas/lib.pyx":1221
 * 
 *     k = len(ndarrays)
 *     n = len(ndarrays[0])             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=object)
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, 0, long, 1, __Pyx_PyInt_From_long, 1, 0, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1221; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1223
 *     n = len(ndarrays[0])
 * 
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     # initialize tuples on first pass
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":1226
 * 
 *     # initialize tuples on first pass
 *     arr = ndarrays[0]             # <<<<<<<<<<<<<<
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):
 */
  if (unlikely(__pyx_v_ndarrays == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_5 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, 0, long, 1, __Pyx_PyInt_From_long, 1, 0, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_v_arr = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":1227
 *     # initialize tuples on first pass
 *     arr = ndarrays[0]
 *     it = <flatiter> PyArray_IterNew(arr)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 */
  __pyx_t_5 = PyArray_IterNew(__pyx_v_arr); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = __pyx_t_5;
  __Pyx_INCREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_it = ((PyArrayIterObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1228
 *     arr = ndarrays[0]
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *         tup = PyTuple_New(k)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/lib.pyx":1229
 *     it = <flatiter> PyArray_IterNew(arr)
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))             # <<<<<<<<<<<<<<
 *         tup = PyTuple_New(k)
 * 
 */
    if (!(likely(((__pyx_v_arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_arr, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = PyArray_GETITEM(((PyArrayObject *)__pyx_v_arr), PyArray_ITER_DATA(__pyx_v_it)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1230
 *     for i in range(n):
 *         val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *         tup = PyTuple_New(k)             # <<<<<<<<<<<<<<
 * 
 *         if val != val:
 */
    __pyx_t_2 = PyTuple_New(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_tup, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1232
 *         tup = PyTuple_New(k)
 * 
 *         if val != val:             # <<<<<<<<<<<<<<
 *             val = fill_value
 * 
 */
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_12) {

      /* "pandas/lib.pyx":1233
 * 
 *         if val != val:
 *             val = fill_value             # <<<<<<<<<<<<<<
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)
 */
      __Pyx_INCREF(__pyx_v_fill_value);
      __Pyx_DECREF_SET(__pyx_v_val, __pyx_v_fill_value);
      goto __pyx_L5;
    }
    __pyx_L5:;

    /* "pandas/lib.pyx":1235
 *             val = fill_value
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)             # <<<<<<<<<<<<<<
 *         Py_INCREF(val)
 *         result[i] = tup
 */
    PyTuple_SET_ITEM(__pyx_v_tup, 0, __pyx_v_val);

    /* "pandas/lib.pyx":1236
 * 
 *         PyTuple_SET_ITEM(tup, 0, val)
 *         Py_INCREF(val)             # <<<<<<<<<<<<<<
 *         result[i] = tup
 *         PyArray_ITER_NEXT(it)
 */
    Py_INCREF(__pyx_v_val);

    /* "pandas/lib.pyx":1237
 *         PyTuple_SET_ITEM(tup, 0, val)
 *         Py_INCREF(val)
 *         result[i] = tup             # <<<<<<<<<<<<<<
 *         PyArray_ITER_NEXT(it)
 * 
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1237; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_14 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_14);
    __Pyx_INCREF(__pyx_v_tup); __Pyx_DECREF(*__pyx_t_14);
    *__pyx_t_14 = __pyx_v_tup;
    __Pyx_GIVEREF(*__pyx_t_14);

    /* "pandas/lib.pyx":1238
 *         Py_INCREF(val)
 *         result[i] = tup
 *         PyArray_ITER_NEXT(it)             # <<<<<<<<<<<<<<
 * 
 *     for j in range(1, k):
 */
    PyArray_ITER_NEXT(__pyx_v_it);
  }

  /* "pandas/lib.pyx":1240
 *         PyArray_ITER_NEXT(it)
 * 
 *     for j in range(1, k):             # <<<<<<<<<<<<<<
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)
 */
  __pyx_t_1 = __pyx_v_k;
  for (__pyx_t_11 = 1; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_j = __pyx_t_11;

    /* "pandas/lib.pyx":1241
 * 
 *     for j in range(1, k):
 *         arr = ndarrays[j]             # <<<<<<<<<<<<<<
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 */
    if (unlikely(__pyx_v_ndarrays == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_ndarrays, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1241; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF_SET(__pyx_v_arr, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1242
 *     for j in range(1, k):
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)             # <<<<<<<<<<<<<<
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')
 */
    __pyx_t_2 = PyArray_IterNew(__pyx_v_arr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1242; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = __pyx_t_2;
    __Pyx_INCREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF_SET(__pyx_v_it, ((PyArrayIterObject *)__pyx_t_5));
    __pyx_t_5 = 0;

    /* "pandas/lib.pyx":1243
 *         arr = ndarrays[j]
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:             # <<<<<<<<<<<<<<
 *             raise ValueError('all arrays must be same length')
 * 
 */
    __pyx_t_15 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_15 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_12 = ((__pyx_t_15 != __pyx_v_n) != 0);
    if (__pyx_t_12) {

      /* "pandas/lib.pyx":1244
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__11, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":1246
 *             raise ValueError('all arrays must be same length')
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             if val != val:
 */
    __pyx_t_15 = __pyx_v_n;
    for (__pyx_t_16 = 0; __pyx_t_16 < __pyx_t_15; __pyx_t_16+=1) {
      __pyx_v_i = __pyx_t_16;

      /* "pandas/lib.pyx":1247
 * 
 *         for i in range(n):
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))             # <<<<<<<<<<<<<<
 *             if val != val:
 *                 val = fill_value
 */
      if (!(likely(((__pyx_v_arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_arr, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_5 = PyArray_GETITEM(((PyArrayObject *)__pyx_v_arr), PyArray_ITER_DATA(__pyx_v_it)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_5);
      __pyx_t_5 = 0;

      /* "pandas/lib.pyx":1248
 *         for i in range(n):
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             if val != val:             # <<<<<<<<<<<<<<
 *                 val = fill_value
 * 
 */
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_12 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_12) {

        /* "pandas/lib.pyx":1249
 *             val = PyArray_GETITEM(arr, PyArray_ITER_DATA(it))
 *             if val != val:
 *                 val = fill_value             # <<<<<<<<<<<<<<
 * 
 *             PyTuple_SET_ITEM(result[i], j, val)
 */
        __Pyx_INCREF(__pyx_v_fill_value);
        __Pyx_DECREF_SET(__pyx_v_val, __pyx_v_fill_value);
        goto __pyx_L11;
      }
      __pyx_L11:;

      /* "pandas/lib.pyx":1251
 *                 val = fill_value
 * 
 *             PyTuple_SET_ITEM(result[i], j, val)             # <<<<<<<<<<<<<<
 *             Py_INCREF(val)
 *             PyArray_ITER_NEXT(it)
 */
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, __pyx_v_j, __pyx_v_val);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/lib.pyx":1252
 * 
 *             PyTuple_SET_ITEM(result[i], j, val)
 *             Py_INCREF(val)             # <<<<<<<<<<<<<<
 *             PyArray_ITER_NEXT(it)
 * 
 */
      Py_INCREF(__pyx_v_val);

      /* "pandas/lib.pyx":1253
 *             PyTuple_SET_ITEM(result[i], j, val)
 *             Py_INCREF(val)
 *             PyArray_ITER_NEXT(it)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
      PyArray_ITER_NEXT(__pyx_v_it);
    }
  }

  /* "pandas/lib.pyx":1255
 *             PyArray_ITER_NEXT(it)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def duplicated(ndarray[object] values, take_last=False):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1210
 * pandas_null = _PandasNull()
 * 
 * def fast_zip_fillna(list ndarrays, fill_value=pandas_null):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.fast_zip_fillna", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_it);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1257
 *     return result
 * 
 * def duplicated(ndarray[object] values, take_last=False):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_103duplicated(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_103duplicated = {"duplicated", (PyCFunction)__pyx_pw_6pandas_3lib_103duplicated, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_103duplicated(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_take_last = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("duplicated (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_take_last,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_False);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_take_last);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "duplicated") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_take_last = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("duplicated", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.duplicated", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_102duplicated(__pyx_self, __pyx_v_values, __pyx_v_take_last);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_102duplicated(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_take_last) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_seen = 0;
  PyObject *__pyx_v_row = 0;
  PyArrayObject *__pyx_v_result = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("duplicated", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1260
 *     cdef:
 *         Py_ssize_t i, n
 *         dict seen = {}             # <<<<<<<<<<<<<<
 *         object row
 * 
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1260; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_seen = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1263
 *         object row
 * 
 *     n = len(values)             # <<<<<<<<<<<<<<
 *     cdef ndarray[uint8_t] result = np.zeros(n, dtype=np.uint8)
 * 
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_2;

  /* "pandas/lib.pyx":1264
 * 
 *     n = len(values)
 *     cdef ndarray[uint8_t] result = np.zeros(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 * 
 *     if take_last:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_result = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_result.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1264; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":1266
 *     cdef ndarray[uint8_t] result = np.zeros(n, dtype=np.uint8)
 * 
 *     if take_last:             # <<<<<<<<<<<<<<
 *         for i from n > i >= 0:
 *             row = values[i]
 */
  __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_v_take_last); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1266; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_8) {

    /* "pandas/lib.pyx":1267
 * 
 *     if take_last:
 *         for i from n > i >= 0:             # <<<<<<<<<<<<<<
 *             row = values[i]
 * 
 */
    for (__pyx_v_i = __pyx_v_n-1; __pyx_v_i >= 0; __pyx_v_i--) {

      /* "pandas/lib.pyx":1268
 *     if take_last:
 *         for i from n > i >= 0:
 *             row = values[i]             # <<<<<<<<<<<<<<
 * 
 *             if row in seen:
 */
      __pyx_t_2 = __pyx_v_i;
      __pyx_t_9 = -1;
      if (__pyx_t_2 < 0) {
        __pyx_t_2 += __pyx_pybuffernd_values.diminfo[0].shape;
        if (unlikely(__pyx_t_2 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_2 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_9 = 0;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1268; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_2, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_6);
      __Pyx_XDECREF_SET(__pyx_v_row, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":1270
 *             row = values[i]
 * 
 *             if row in seen:             # <<<<<<<<<<<<<<
 *                 result[i] = 1
 *             else:
 */
      __pyx_t_8 = (__Pyx_PyDict_Contains(__pyx_v_row, __pyx_v_seen, Py_EQ)); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1270; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_10 = (__pyx_t_8 != 0);
      if (__pyx_t_10) {

        /* "pandas/lib.pyx":1271
 * 
 *             if row in seen:
 *                 result[i] = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 seen[row] = None
 */
        __pyx_t_11 = __pyx_v_i;
        __pyx_t_9 = -1;
        if (__pyx_t_11 < 0) {
          __pyx_t_11 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_11 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_11 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_11, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
        goto __pyx_L6;
      }
      /*else*/ {

        /* "pandas/lib.pyx":1273
 *                 result[i] = 1
 *             else:
 *                 seen[row] = None             # <<<<<<<<<<<<<<
 *                 result[i] = 0
 *     else:
 */
        if (unlikely(PyDict_SetItem(__pyx_v_seen, __pyx_v_row, Py_None) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "pandas/lib.pyx":1274
 *             else:
 *                 seen[row] = None
 *                 result[i] = 0             # <<<<<<<<<<<<<<
 *     else:
 *         for i from 0 <= i < n:
 */
        __pyx_t_12 = __pyx_v_i;
        __pyx_t_9 = -1;
        if (__pyx_t_12 < 0) {
          __pyx_t_12 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_12 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1274; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
      }
      __pyx_L6:;
    }
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1276
 *                 result[i] = 0
 *     else:
 *         for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *             row = values[i]
 *             if row in seen:
 */
    __pyx_t_13 = __pyx_v_n;
    for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_13; __pyx_v_i++) {

      /* "pandas/lib.pyx":1277
 *     else:
 *         for i from 0 <= i < n:
 *             row = values[i]             # <<<<<<<<<<<<<<
 *             if row in seen:
 *                 result[i] = 1
 */
      __pyx_t_14 = __pyx_v_i;
      __pyx_t_9 = -1;
      if (__pyx_t_14 < 0) {
        __pyx_t_14 += __pyx_pybuffernd_values.diminfo[0].shape;
        if (unlikely(__pyx_t_14 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_9 = 0;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_6);
      __Pyx_XDECREF_SET(__pyx_v_row, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":1278
 *         for i from 0 <= i < n:
 *             row = values[i]
 *             if row in seen:             # <<<<<<<<<<<<<<
 *                 result[i] = 1
 *             else:
 */
      __pyx_t_10 = (__Pyx_PyDict_Contains(__pyx_v_row, __pyx_v_seen, Py_EQ)); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_8 = (__pyx_t_10 != 0);
      if (__pyx_t_8) {

        /* "pandas/lib.pyx":1279
 *             row = values[i]
 *             if row in seen:
 *                 result[i] = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 seen[row] = None
 */
        __pyx_t_15 = __pyx_v_i;
        __pyx_t_9 = -1;
        if (__pyx_t_15 < 0) {
          __pyx_t_15 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_15 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
        goto __pyx_L9;
      }
      /*else*/ {

        /* "pandas/lib.pyx":1281
 *                 result[i] = 1
 *             else:
 *                 seen[row] = None             # <<<<<<<<<<<<<<
 *                 result[i] = 0
 * 
 */
        if (unlikely(PyDict_SetItem(__pyx_v_seen, __pyx_v_row, Py_None) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1281; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

        /* "pandas/lib.pyx":1282
 *             else:
 *                 seen[row] = None
 *                 result[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     return result.view(np.bool_)
 */
        __pyx_t_16 = __pyx_v_i;
        __pyx_t_9 = -1;
        if (__pyx_t_16 < 0) {
          __pyx_t_16 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_16 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
      }
      __pyx_L9:;
    }
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1284
 *                 result[i] = 0
 * 
 *     return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * def generate_slices(ndarray[int64_t] labels, Py_ssize_t ngroups):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_6);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_6;
  __pyx_t_6 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1257
 *     return result
 * 
 * def duplicated(ndarray[object] values, take_last=False):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.duplicated", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_seen);
  __Pyx_XDECREF(__pyx_v_row);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1286
 *     return result.view(np.bool_)
 * 
 * def generate_slices(ndarray[int64_t] labels, Py_ssize_t ngroups):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, group_size, n, lab, start
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_105generate_slices(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_105generate_slices = {"generate_slices", (PyCFunction)__pyx_pw_6pandas_3lib_105generate_slices, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_105generate_slices(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_labels = 0;
  Py_ssize_t __pyx_v_ngroups;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("generate_slices (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_labels,&__pyx_n_s_ngroups,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ngroups)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("generate_slices", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "generate_slices") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_labels = ((PyArrayObject *)values[0]);
    __pyx_v_ngroups = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_ngroups == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("generate_slices", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.generate_slices", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_labels), __pyx_ptype_5numpy_ndarray, 1, "labels", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_104generate_slices(__pyx_self, __pyx_v_labels, __pyx_v_ngroups);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_104generate_slices(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_labels, Py_ssize_t __pyx_v_ngroups) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_group_size;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_lab;
  Py_ssize_t __pyx_v_start;
  PyArrayObject *__pyx_v_starts = 0;
  PyObject *__pyx_v_ends = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_labels;
  __Pyx_Buffer __pyx_pybuffer_labels;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_starts;
  __Pyx_Buffer __pyx_pybuffer_starts;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("generate_slices", 0);
  __pyx_pybuffer_starts.pybuffer.buf = NULL;
  __pyx_pybuffer_starts.refcount = 0;
  __pyx_pybuffernd_starts.data = NULL;
  __pyx_pybuffernd_starts.rcbuffer = &__pyx_pybuffer_starts;
  __pyx_pybuffer_labels.pybuffer.buf = NULL;
  __pyx_pybuffer_labels.refcount = 0;
  __pyx_pybuffernd_labels.data = NULL;
  __pyx_pybuffernd_labels.rcbuffer = &__pyx_pybuffer_labels;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)__pyx_v_labels, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_labels.diminfo[0].strides = __pyx_pybuffernd_labels.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_labels.diminfo[0].shape = __pyx_pybuffernd_labels.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1292
 *         ndarray[int64_t] starts
 * 
 *     n = len(labels)             # <<<<<<<<<<<<<<
 * 
 *     starts = np.zeros(ngroups, dtype=np.int64)
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_labels)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1294
 *     n = len(labels)
 * 
 *     starts = np.zeros(ngroups, dtype=np.int64)             # <<<<<<<<<<<<<<
 *     ends = np.zeros(ngroups, dtype=np.int64)
 * 
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_zeros); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_ngroups); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_starts.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_starts.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_starts.rcbuffer->pybuffer, (PyObject*)__pyx_v_starts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_starts.diminfo[0].strides = __pyx_pybuffernd_starts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_starts.diminfo[0].shape = __pyx_pybuffernd_starts.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_starts = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/lib.pyx":1295
 * 
 *     starts = np.zeros(ngroups, dtype=np.int64)
 *     ends = np.zeros(ngroups, dtype=np.int64)             # <<<<<<<<<<<<<<
 * 
 *     start = 0
 */
  __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_ngroups); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_6);
  __pyx_t_6 = 0;
  __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_int64); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_t_6, __pyx_n_s_dtype, __pyx_t_5) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, __pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1295; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_v_ends = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "pandas/lib.pyx":1297
 *     ends = np.zeros(ngroups, dtype=np.int64)
 * 
 *     start = 0             # <<<<<<<<<<<<<<
 *     group_size = 0
 *     for i in range(n):
 */
  __pyx_v_start = 0;

  /* "pandas/lib.pyx":1298
 * 
 *     start = 0
 *     group_size = 0             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         group_size += 1
 */
  __pyx_v_group_size = 0;

  /* "pandas/lib.pyx":1299
 *     start = 0
 *     group_size = 0
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         group_size += 1
 *         lab = labels[i]
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/lib.pyx":1300
 *     group_size = 0
 *     for i in range(n):
 *         group_size += 1             # <<<<<<<<<<<<<<
 *         lab = labels[i]
 *         if i == n - 1 or lab != labels[i + 1]:
 */
    __pyx_v_group_size = (__pyx_v_group_size + 1);

    /* "pandas/lib.pyx":1301
 *     for i in range(n):
 *         group_size += 1
 *         lab = labels[i]             # <<<<<<<<<<<<<<
 *         if i == n - 1 or lab != labels[i + 1]:
 *             starts[lab] = start
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_labels.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_lab = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_labels.diminfo[0].strides));

    /* "pandas/lib.pyx":1302
 *         group_size += 1
 *         lab = labels[i]
 *         if i == n - 1 or lab != labels[i + 1]:             # <<<<<<<<<<<<<<
 *             starts[lab] = start
 *             ends[lab] = start + group_size
 */
    __pyx_t_15 = ((__pyx_v_i == (__pyx_v_n - 1)) != 0);
    if (!__pyx_t_15) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_14 = __pyx_t_15;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_16 = (__pyx_v_i + 1);
    __pyx_t_8 = -1;
    if (__pyx_t_16 < 0) {
      __pyx_t_16 += __pyx_pybuffernd_labels.diminfo[0].shape;
      if (unlikely(__pyx_t_16 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_15 = ((__pyx_v_lab != (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_labels.diminfo[0].strides))) != 0);
    __pyx_t_14 = __pyx_t_15;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_14) {

      /* "pandas/lib.pyx":1303
 *         lab = labels[i]
 *         if i == n - 1 or lab != labels[i + 1]:
 *             starts[lab] = start             # <<<<<<<<<<<<<<
 *             ends[lab] = start + group_size
 *             start += group_size
 */
      __pyx_t_17 = __pyx_v_lab;
      __pyx_t_8 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_starts.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_starts.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_starts.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_starts.diminfo[0].strides) = __pyx_v_start;

      /* "pandas/lib.pyx":1304
 *         if i == n - 1 or lab != labels[i + 1]:
 *             starts[lab] = start
 *             ends[lab] = start + group_size             # <<<<<<<<<<<<<<
 *             start += group_size
 *             group_size = 0
 */
      __pyx_t_5 = PyInt_FromSsize_t((__pyx_v_start + __pyx_v_group_size)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      if (unlikely(__Pyx_SetItemInt(__pyx_v_ends, __pyx_v_lab, __pyx_t_5, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/lib.pyx":1305
 *             starts[lab] = start
 *             ends[lab] = start + group_size
 *             start += group_size             # <<<<<<<<<<<<<<
 *             group_size = 0
 * 
 */
      __pyx_v_start = (__pyx_v_start + __pyx_v_group_size);

      /* "pandas/lib.pyx":1306
 *             ends[lab] = start + group_size
 *             start += group_size
 *             group_size = 0             # <<<<<<<<<<<<<<
 * 
 *     return starts, ends
 */
      __pyx_v_group_size = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/lib.pyx":1308
 *             group_size = 0
 * 
 *     return starts, ends             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1308; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_INCREF(((PyObject *)__pyx_v_starts));
  PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_starts));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_starts));
  __Pyx_INCREF(__pyx_v_ends);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_v_ends);
  __Pyx_GIVEREF(__pyx_v_ends);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1286
 *     return result.view(np.bool_)
 * 
 * def generate_slices(ndarray[int64_t] labels, Py_ssize_t ngroups):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, group_size, n, lab, start
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_starts.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.generate_slices", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_starts.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_starts);
  __Pyx_XDECREF(__pyx_v_ends);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1311
 * 
 * 
 * def indices_fast(object index, ndarray[int64_t] labels, list keys,             # <<<<<<<<<<<<<<
 *                  list sorted_labels):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_107indices_fast(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_107indices_fast = {"indices_fast", (PyCFunction)__pyx_pw_6pandas_3lib_107indices_fast, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_107indices_fast(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_index = 0;
  PyArrayObject *__pyx_v_labels = 0;
  PyObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_sorted_labels = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("indices_fast (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_index,&__pyx_n_s_labels,&__pyx_n_s_keys,&__pyx_n_s_sorted_labels,0};
    PyObject* values[4] = {0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_index)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("indices_fast", 1, 4, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_keys)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("indices_fast", 1, 4, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_sorted_labels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("indices_fast", 1, 4, 4, 3); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "indices_fast") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 4) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
    }
    __pyx_v_index = values[0];
    __pyx_v_labels = ((PyArrayObject *)values[1]);
    __pyx_v_keys = ((PyObject*)values[2]);
    __pyx_v_sorted_labels = ((PyObject*)values[3]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("indices_fast", 1, 4, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.indices_fast", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_labels), __pyx_ptype_5numpy_ndarray, 1, "labels", 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_keys), (&PyList_Type), 1, "keys", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_sorted_labels), (&PyList_Type), 1, "sorted_labels", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_106indices_fast(__pyx_self, __pyx_v_index, __pyx_v_labels, __pyx_v_keys, __pyx_v_sorted_labels);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_106indices_fast(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_index, PyArrayObject *__pyx_v_labels, PyObject *__pyx_v_keys, PyObject *__pyx_v_sorted_labels) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_lab;
  Py_ssize_t __pyx_v_cur;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_result = 0;
  PyObject *__pyx_v_tup = 0;
  PyObject *__pyx_v_val = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_labels;
  __Pyx_Buffer __pyx_pybuffer_labels;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  long __pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("indices_fast", 0);
  __pyx_pybuffer_labels.pybuffer.buf = NULL;
  __pyx_pybuffer_labels.refcount = 0;
  __pyx_pybuffernd_labels.data = NULL;
  __pyx_pybuffernd_labels.rcbuffer = &__pyx_pybuffer_labels;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)__pyx_v_labels, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_labels.diminfo[0].strides = __pyx_pybuffernd_labels.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_labels.diminfo[0].shape = __pyx_pybuffernd_labels.rcbuffer->pybuffer.shape[0];

  /* "pandas/lib.pyx":1314
 *                  list sorted_labels):
 *     cdef:
 *         Py_ssize_t i, j, k, lab, cur, start, n = len(labels)             # <<<<<<<<<<<<<<
 *         dict result = {}
 *         object tup
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_labels)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1314; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/lib.pyx":1315
 *     cdef:
 *         Py_ssize_t i, j, k, lab, cur, start, n = len(labels)
 *         dict result = {}             # <<<<<<<<<<<<<<
 *         object tup
 * 
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_result = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1318
 *         object tup
 * 
 *     k = len(keys)             # <<<<<<<<<<<<<<
 * 
 *     if n == 0:
 */
  if (unlikely(__pyx_v_keys == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_keys); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1318; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_k = __pyx_t_1;

  /* "pandas/lib.pyx":1320
 *     k = len(keys)
 * 
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
  __pyx_t_3 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1321
 * 
 *     if n == 0:
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     start = 0
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_result);
    __pyx_r = __pyx_v_result;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1323
 *         return result
 * 
 *     start = 0             # <<<<<<<<<<<<<<
 *     cur = labels[0]
 *     for i in range(1, n):
 */
  __pyx_v_start = 0;

  /* "pandas/lib.pyx":1324
 * 
 *     start = 0
 *     cur = labels[0]             # <<<<<<<<<<<<<<
 *     for i in range(1, n):
 *         lab = labels[i]
 */
  __pyx_t_4 = 0;
  __pyx_t_5 = -1;
  if (__pyx_t_4 < 0) {
    __pyx_t_4 += __pyx_pybuffernd_labels.diminfo[0].shape;
    if (unlikely(__pyx_t_4 < 0)) __pyx_t_5 = 0;
  } else if (unlikely(__pyx_t_4 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_5 = 0;
  if (unlikely(__pyx_t_5 != -1)) {
    __Pyx_RaiseBufferIndexError(__pyx_t_5);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_cur = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_4, __pyx_pybuffernd_labels.diminfo[0].strides));

  /* "pandas/lib.pyx":1325
 *     start = 0
 *     cur = labels[0]
 *     for i in range(1, n):             # <<<<<<<<<<<<<<
 *         lab = labels[i]
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_6 = 1; __pyx_t_6 < __pyx_t_1; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/lib.pyx":1326
 *     cur = labels[0]
 *     for i in range(1, n):
 *         lab = labels[i]             # <<<<<<<<<<<<<<
 * 
 *         if lab != cur:
 */
    __pyx_t_7 = __pyx_v_i;
    __pyx_t_5 = -1;
    if (__pyx_t_7 < 0) {
      __pyx_t_7 += __pyx_pybuffernd_labels.diminfo[0].shape;
      if (unlikely(__pyx_t_7 < 0)) __pyx_t_5 = 0;
    } else if (unlikely(__pyx_t_7 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_5 = 0;
    if (unlikely(__pyx_t_5 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_5);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1326; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_lab = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_labels.diminfo[0].strides));

    /* "pandas/lib.pyx":1328
 *         lab = labels[i]
 * 
 *         if lab != cur:             # <<<<<<<<<<<<<<
 *             if lab != -1:
 *                 tup = PyTuple_New(k)
 */
    __pyx_t_3 = ((__pyx_v_lab != __pyx_v_cur) != 0);
    if (__pyx_t_3) {

      /* "pandas/lib.pyx":1329
 * 
 *         if lab != cur:
 *             if lab != -1:             # <<<<<<<<<<<<<<
 *                 tup = PyTuple_New(k)
 *                 for j in range(k):
 */
      __pyx_t_3 = ((__pyx_v_lab != -1) != 0);
      if (__pyx_t_3) {

        /* "pandas/lib.pyx":1330
 *         if lab != cur:
 *             if lab != -1:
 *                 tup = PyTuple_New(k)             # <<<<<<<<<<<<<<
 *                 for j in range(k):
 *                     val = util.get_value_at(keys[j],
 */
        __pyx_t_2 = PyTuple_New(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_XDECREF_SET(__pyx_v_tup, __pyx_t_2);
        __pyx_t_2 = 0;

        /* "pandas/lib.pyx":1331
 *             if lab != -1:
 *                 tup = PyTuple_New(k)
 *                 for j in range(k):             # <<<<<<<<<<<<<<
 *                     val = util.get_value_at(keys[j],
 *                                             sorted_labels[j][i-1])
 */
        __pyx_t_8 = __pyx_v_k;
        for (__pyx_t_9 = 0; __pyx_t_9 < __pyx_t_8; __pyx_t_9+=1) {
          __pyx_v_j = __pyx_t_9;

          /* "pandas/lib.pyx":1332
 *                 tup = PyTuple_New(k)
 *                 for j in range(k):
 *                     val = util.get_value_at(keys[j],             # <<<<<<<<<<<<<<
 *                                             sorted_labels[j][i-1])
 *                     PyTuple_SET_ITEM(tup, j, val)
 */
          if (unlikely(__pyx_v_keys == Py_None)) {
            PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
            {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_keys, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1332; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_2);
          if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

          /* "pandas/lib.pyx":1333
 *                 for j in range(k):
 *                     val = util.get_value_at(keys[j],
 *                                             sorted_labels[j][i-1])             # <<<<<<<<<<<<<<
 *                     PyTuple_SET_ITEM(tup, j, val)
 *                     Py_INCREF(val)
 */
          if (unlikely(__pyx_v_sorted_labels == Py_None)) {
            PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
            {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          __pyx_t_10 = __Pyx_GetItemInt_List(__pyx_v_sorted_labels, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_10 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1333; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_10);
          __pyx_t_11 = (__pyx_v_i - 1);
          __pyx_t_12 = __Pyx_GetItemInt(__pyx_t_10, __pyx_t_11, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_12 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1333; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_12);
          __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;

          /* "pandas/lib.pyx":1332
 *                 tup = PyTuple_New(k)
 *                 for j in range(k):
 *                     val = util.get_value_at(keys[j],             # <<<<<<<<<<<<<<
 *                                             sorted_labels[j][i-1])
 *                     PyTuple_SET_ITEM(tup, j, val)
 */
          __pyx_t_10 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_t_2), __pyx_t_12); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_10);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
          __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_10);
          __pyx_t_10 = 0;

          /* "pandas/lib.pyx":1334
 *                     val = util.get_value_at(keys[j],
 *                                             sorted_labels[j][i-1])
 *                     PyTuple_SET_ITEM(tup, j, val)             # <<<<<<<<<<<<<<
 *                     Py_INCREF(val)
 * 
 */
          PyTuple_SET_ITEM(__pyx_v_tup, __pyx_v_j, __pyx_v_val);

          /* "pandas/lib.pyx":1335
 *                                             sorted_labels[j][i-1])
 *                     PyTuple_SET_ITEM(tup, j, val)
 *                     Py_INCREF(val)             # <<<<<<<<<<<<<<
 * 
 *                 result[tup] = index[start:i]
 */
          Py_INCREF(__pyx_v_val);
        }

        /* "pandas/lib.pyx":1337
 *                     Py_INCREF(val)
 * 
 *                 result[tup] = index[start:i]             # <<<<<<<<<<<<<<
 *             start = i
 *         cur = lab
 */
        __pyx_t_10 = __Pyx_PyObject_GetSlice(__pyx_v_index, __pyx_v_start, __pyx_v_i, NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_10);
        if (unlikely(PyDict_SetItem(__pyx_v_result, __pyx_v_tup, __pyx_t_10) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
        goto __pyx_L7;
      }
      __pyx_L7:;

      /* "pandas/lib.pyx":1338
 * 
 *                 result[tup] = index[start:i]
 *             start = i             # <<<<<<<<<<<<<<
 *         cur = lab
 * 
 */
      __pyx_v_start = __pyx_v_i;
      goto __pyx_L6;
    }
    __pyx_L6:;

    /* "pandas/lib.pyx":1339
 *                 result[tup] = index[start:i]
 *             start = i
 *         cur = lab             # <<<<<<<<<<<<<<
 * 
 *     tup = PyTuple_New(k)
 */
    __pyx_v_cur = __pyx_v_lab;
  }

  /* "pandas/lib.pyx":1341
 *         cur = lab
 * 
 *     tup = PyTuple_New(k)             # <<<<<<<<<<<<<<
 *     for j in range(k):
 *         val = util.get_value_at(keys[j],
 */
  __pyx_t_10 = PyTuple_New(__pyx_v_k); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1341; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_10);
  __Pyx_XDECREF_SET(__pyx_v_tup, __pyx_t_10);
  __pyx_t_10 = 0;

  /* "pandas/lib.pyx":1342
 * 
 *     tup = PyTuple_New(k)
 *     for j in range(k):             # <<<<<<<<<<<<<<
 *         val = util.get_value_at(keys[j],
 *                                 sorted_labels[j][n - 1])
 */
  __pyx_t_1 = __pyx_v_k;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_1; __pyx_t_6+=1) {
    __pyx_v_j = __pyx_t_6;

    /* "pandas/lib.pyx":1343
 *     tup = PyTuple_New(k)
 *     for j in range(k):
 *         val = util.get_value_at(keys[j],             # <<<<<<<<<<<<<<
 *                                 sorted_labels[j][n - 1])
 *         PyTuple_SET_ITEM(tup, j, val)
 */
    if (unlikely(__pyx_v_keys == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_10 = __Pyx_GetItemInt_List(__pyx_v_keys, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_10 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1343; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_10);
    if (!(likely(((__pyx_t_10) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "pandas/lib.pyx":1344
 *     for j in range(k):
 *         val = util.get_value_at(keys[j],
 *                                 sorted_labels[j][n - 1])             # <<<<<<<<<<<<<<
 *         PyTuple_SET_ITEM(tup, j, val)
 *         Py_INCREF(val)
 */
    if (unlikely(__pyx_v_sorted_labels == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_12 = __Pyx_GetItemInt_List(__pyx_v_sorted_labels, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_12 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1344; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_12);
    __pyx_t_8 = (__pyx_v_n - 1);
    __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_12, __pyx_t_8, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1344; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;

    /* "pandas/lib.pyx":1343
 *     tup = PyTuple_New(k)
 *     for j in range(k):
 *         val = util.get_value_at(keys[j],             # <<<<<<<<<<<<<<
 *                                 sorted_labels[j][n - 1])
 *         PyTuple_SET_ITEM(tup, j, val)
 */
    __pyx_t_12 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_t_10), __pyx_t_2); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1343; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_12);
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_12);
    __pyx_t_12 = 0;

    /* "pandas/lib.pyx":1345
 *         val = util.get_value_at(keys[j],
 *                                 sorted_labels[j][n - 1])
 *         PyTuple_SET_ITEM(tup, j, val)             # <<<<<<<<<<<<<<
 *         Py_INCREF(val)
 *     result[tup] = index[start:]
 */
    PyTuple_SET_ITEM(__pyx_v_tup, __pyx_v_j, __pyx_v_val);

    /* "pandas/lib.pyx":1346
 *                                 sorted_labels[j][n - 1])
 *         PyTuple_SET_ITEM(tup, j, val)
 *         Py_INCREF(val)             # <<<<<<<<<<<<<<
 *     result[tup] = index[start:]
 * 
 */
    Py_INCREF(__pyx_v_val);
  }

  /* "pandas/lib.pyx":1347
 *         PyTuple_SET_ITEM(tup, j, val)
 *         Py_INCREF(val)
 *     result[tup] = index[start:]             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  __pyx_t_12 = __Pyx_PyObject_GetSlice(__pyx_v_index, __pyx_v_start, 0, NULL, NULL, NULL, 1, 0, 1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_12);
  if (unlikely(PyDict_SetItem(__pyx_v_result, __pyx_v_tup, __pyx_t_12) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1347; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;

  /* "pandas/lib.pyx":1349
 *     result[tup] = index[start:]
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1311
 * 
 * 
 * def indices_fast(object index, ndarray[int64_t] labels, list keys,             # <<<<<<<<<<<<<<
 *                  list sorted_labels):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_12);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.indices_fast", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_6pandas_3lib_110generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */

/* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_109get_blkno_indexers(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_108get_blkno_indexers[] = "\n    Enumerate contiguous runs of integers in ndarray.\n\n    Iterate over elements of `blknos` yielding ``(blkno, slice(start, stop))``\n    pairs for each contiguous run found.\n\n    If `group` is True and there is more than one run for a certain blkno,\n    ``(blkno, array)`` with an array containing positions of all elements equal\n    to blkno.\n\n    Returns\n    -------\n    iter : iterator of (int, slice or array)\n\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_109get_blkno_indexers = {"get_blkno_indexers", (PyCFunction)__pyx_pw_6pandas_3lib_109get_blkno_indexers, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_108get_blkno_indexers};
static PyObject *__pyx_pw_6pandas_3lib_109get_blkno_indexers(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  __Pyx_memviewslice __pyx_v_blknos = { 0, 0, { 0 }, { 0 }, { 0 } };
  int __pyx_v_group;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_blkno_indexers (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_blknos,&__pyx_n_s_group,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_blknos)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_group);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_blkno_indexers") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_blknos = __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(values[0]); if (unlikely(!__pyx_v_blknos.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[1]) {
      __pyx_v_group = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_group == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_group = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_blkno_indexers", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.get_blkno_indexers", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_108get_blkno_indexers(__pyx_self, __pyx_v_blknos, __pyx_v_group);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static PyObject *__pyx_gb_6pandas_3lib_18get_blkno_indexers_2generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value); /* proto */

/* "pandas/lib.pyx":1421
 *                     yield blkno, slice(slices[0][0], slices[0][1])
 *                 else:
 *                     tot_len = sum(stop - start for start, stop in slices)             # <<<<<<<<<<<<<<
 *                     result = np.empty(tot_len, dtype=np.int64)
 *                     res_view = result
 */

static PyObject *__pyx_pf_6pandas_3lib_18get_blkno_indexers_genexpr(PyObject *__pyx_self) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("genexpr", 0);
  __pyx_cur_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)__pyx_tp_new_6pandas_3lib___pyx_scope_struct_1_genexpr(__pyx_ptype_6pandas_3lib___pyx_scope_struct_1_genexpr, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *) __pyx_self;
  __Pyx_INCREF(((PyObject *)__pyx_cur_scope->__pyx_outer_scope));
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_outer_scope);
  {
    __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_6pandas_3lib_18get_blkno_indexers_2generator1, (PyObject *) __pyx_cur_scope, __pyx_n_s_genexpr, __pyx_n_s_get_blkno_indexers_locals_genexp); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.lib.get_blkno_indexers.genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_6pandas_3lib_18get_blkno_indexers_2generator1(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *__pyx_cur_scope = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("None", 0);
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L8_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__pyx_cur_scope->__pyx_outer_scope->__pyx_v_slices)) { __Pyx_RaiseClosureNameError("slices"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  if (likely(PyList_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_slices)) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_slices)) {
    __pyx_t_1 = __pyx_cur_scope->__pyx_outer_scope->__pyx_v_slices; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
    __pyx_t_3 = NULL;
  } else {
    __pyx_t_2 = -1; __pyx_t_1 = PyObject_GetIter(__pyx_cur_scope->__pyx_outer_scope->__pyx_v_slices); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = Py_TYPE(__pyx_t_1)->tp_iternext; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_3)) {
      if (likely(PyList_CheckExact(__pyx_t_1))) {
        if (__pyx_t_2 >= PyList_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_4 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_4); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_4 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_4 = __pyx_t_3(__pyx_t_1);
      if (unlikely(!__pyx_t_4)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_4);
    }
    if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
      PyObject* sequence = __pyx_t_4;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1); 
      } else {
        __pyx_t_5 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_6 = PyList_GET_ITEM(sequence, 1); 
      }
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_6);
      #else
      __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      #endif
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    } else {
      Py_ssize_t index = -1;
      __pyx_t_7 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
      index = 0; __pyx_t_5 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_5)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_5);
      index = 1; __pyx_t_6 = __pyx_t_8(__pyx_t_7); if (unlikely(!__pyx_t_6)) goto __pyx_L6_unpacking_failed;
      __Pyx_GOTREF(__pyx_t_6);
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_8 = NULL;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L7_unpacking_done;
      __pyx_L6_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_8 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_L7_unpacking_done:;
    }
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_start);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_start, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_5);
    __pyx_t_5 = 0;
    __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_stop);
    __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_stop, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_4 = PyNumber_Subtract(__pyx_cur_scope->__pyx_v_stop, __pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    __Pyx_XGIVEREF(__pyx_t_1);
    __pyx_cur_scope->__pyx_t_0 = __pyx_t_1;
    __pyx_cur_scope->__pyx_t_1 = __pyx_t_2;
    __pyx_cur_scope->__pyx_t_2 = __pyx_t_3;
    __Pyx_XGIVEREF(__pyx_r);
    __Pyx_RefNannyFinishContext();
    /* return from generator, yielding value */
    __pyx_generator->resume_label = 1;
    return __pyx_r;
    __pyx_L8_resume_from_yield:;
    __pyx_t_1 = __pyx_cur_scope->__pyx_t_0;
    __pyx_cur_scope->__pyx_t_0 = 0;
    __Pyx_XGOTREF(__pyx_t_1);
    __pyx_t_2 = __pyx_cur_scope->__pyx_t_1;
    __pyx_t_3 = __pyx_cur_scope->__pyx_t_2;
    if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("genexpr", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r);
  __pyx_generator->resume_label = -1;
  __Pyx_Generator_clear((PyObject*)__pyx_generator);
  __Pyx_RefNannyFinishContext();
  return NULL;
}

/* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */

static PyObject *__pyx_pf_6pandas_3lib_108get_blkno_indexers(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_blknos, int __pyx_v_group) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *__pyx_cur_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_blkno_indexers", 0);
  __pyx_cur_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)__pyx_tp_new_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(__pyx_ptype_6pandas_3lib___pyx_scope_struct__get_blkno_indexers, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_blknos = __pyx_v_blknos;
  __pyx_cur_scope->__pyx_v_group = __pyx_v_group;
  {
    __pyx_GeneratorObject *gen = __Pyx_Generator_New((__pyx_generator_body_t) __pyx_gb_6pandas_3lib_110generator, (PyObject *) __pyx_cur_scope, __pyx_n_s_get_blkno_indexers, __pyx_n_s_get_blkno_indexers); if (unlikely(!gen)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_cur_scope);
    __Pyx_RefNannyFinishContext();
    return (PyObject *) gen;
  }

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.lib.get_blkno_indexers", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __PYX_XDEC_MEMVIEW(&__pyx_cur_scope->__pyx_v_blknos, 1);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_gb_6pandas_3lib_110generator(__pyx_GeneratorObject *__pyx_generator, PyObject *__pyx_sent_value) /* generator body */
{
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *__pyx_cur_scope = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)__pyx_generator->closure);
  PyObject *__pyx_r = NULL;
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  int __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject *__pyx_t_15 = NULL;
  PyObject *__pyx_t_16 = NULL;
  __Pyx_memviewslice __pyx_t_17 = { 0, 0, { 0 }, { 0 }, { 0 } };
  PyObject *(*__pyx_t_18)(PyObject *);
  PyObject *(*__pyx_t_19)(PyObject *);
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("None", 0);
  switch (__pyx_generator->resume_label) {
    case 0: goto __pyx_L3_first_run;
    case 1: goto __pyx_L9_resume_from_yield;
    case 2: goto __pyx_L10_resume_from_yield;
    case 3: goto __pyx_L19_resume_from_yield;
    case 4: goto __pyx_L26_resume_from_yield;
    default: /* CPython raises the right error here */
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __pyx_L3_first_run:;
  if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1380
 *         int64_t[:] res_view
 * 
 *     n = blknos.shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if n > 0:
 */
  __pyx_cur_scope->__pyx_v_n = (__pyx_cur_scope->__pyx_v_blknos.shape[0]);

  /* "pandas/lib.pyx":1382
 *     n = blknos.shape[0]
 * 
 *     if n > 0:             # <<<<<<<<<<<<<<
 *         start = 0
 *         cur_blkno = blknos[start]
 */
  __pyx_t_1 = ((__pyx_cur_scope->__pyx_v_n > 0) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1383
 * 
 *     if n > 0:
 *         start = 0             # <<<<<<<<<<<<<<
 *         cur_blkno = blknos[start]
 * 
 */
    __pyx_cur_scope->__pyx_v_start = 0;

    /* "pandas/lib.pyx":1384
 *     if n > 0:
 *         start = 0
 *         cur_blkno = blknos[start]             # <<<<<<<<<<<<<<
 * 
 *         if group == False:
 */
    __pyx_t_2 = __pyx_cur_scope->__pyx_v_start;
    __pyx_cur_scope->__pyx_v_cur_blkno = (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_blknos.data + __pyx_t_2 * __pyx_cur_scope->__pyx_v_blknos.strides[0]) )));

    /* "pandas/lib.pyx":1386
 *         cur_blkno = blknos[start]
 * 
 *         if group == False:             # <<<<<<<<<<<<<<
 *             for i in range(1, n):
 *                 if blknos[i] != cur_blkno:
 */
    __pyx_t_1 = ((__pyx_cur_scope->__pyx_v_group == 0) != 0);
    if (__pyx_t_1) {

      /* "pandas/lib.pyx":1387
 * 
 *         if group == False:
 *             for i in range(1, n):             # <<<<<<<<<<<<<<
 *                 if blknos[i] != cur_blkno:
 *                     yield cur_blkno, slice(start, i)
 */
      __pyx_t_3 = __pyx_cur_scope->__pyx_v_n;
      for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
        __pyx_cur_scope->__pyx_v_i = __pyx_t_4;

        /* "pandas/lib.pyx":1388
 *         if group == False:
 *             for i in range(1, n):
 *                 if blknos[i] != cur_blkno:             # <<<<<<<<<<<<<<
 *                     yield cur_blkno, slice(start, i)
 * 
 */
        __pyx_t_5 = __pyx_cur_scope->__pyx_v_i;
        __pyx_t_1 = (((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_blknos.data + __pyx_t_5 * __pyx_cur_scope->__pyx_v_blknos.strides[0]) ))) != __pyx_cur_scope->__pyx_v_cur_blkno) != 0);
        if (__pyx_t_1) {

          /* "pandas/lib.pyx":1389
 *             for i in range(1, n):
 *                 if blknos[i] != cur_blkno:
 *                     yield cur_blkno, slice(start, i)             # <<<<<<<<<<<<<<
 * 
 *                     start = i
 */
          __pyx_t_6 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          __pyx_t_7 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_7);
          __pyx_t_8 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_9 = PySlice_New(__pyx_t_7, __pyx_t_8, Py_None); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6);
          __Pyx_GIVEREF(__pyx_t_6);
          PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_9);
          __Pyx_GIVEREF(__pyx_t_9);
          __pyx_t_6 = 0;
          __pyx_t_9 = 0;
          __pyx_r = __pyx_t_8;
          __pyx_t_8 = 0;
          __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
          __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
          __pyx_cur_scope->__pyx_t_2 = __pyx_t_4;
          __pyx_cur_scope->__pyx_t_3 = __pyx_t_5;
          __Pyx_XGIVEREF(__pyx_r);
          __Pyx_RefNannyFinishContext();
          /* return from generator, yielding value */
          __pyx_generator->resume_label = 1;
          return __pyx_r;
          __pyx_L9_resume_from_yield:;
          __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
          __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
          __pyx_t_4 = __pyx_cur_scope->__pyx_t_2;
          __pyx_t_5 = __pyx_cur_scope->__pyx_t_3;
          if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1389; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

          /* "pandas/lib.pyx":1391
 *                     yield cur_blkno, slice(start, i)
 * 
 *                     start = i             # <<<<<<<<<<<<<<
 *                     cur_blkno = blknos[i]
 * 
 */
          __pyx_cur_scope->__pyx_v_start = __pyx_cur_scope->__pyx_v_i;

          /* "pandas/lib.pyx":1392
 * 
 *                     start = i
 *                     cur_blkno = blknos[i]             # <<<<<<<<<<<<<<
 * 
 *             yield cur_blkno, slice(start, n)
 */
          __pyx_t_10 = __pyx_cur_scope->__pyx_v_i;
          __pyx_cur_scope->__pyx_v_cur_blkno = (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_blknos.data + __pyx_t_10 * __pyx_cur_scope->__pyx_v_blknos.strides[0]) )));
          goto __pyx_L8;
        }
        __pyx_L8:;
      }

      /* "pandas/lib.pyx":1394
 *                     cur_blkno = blknos[i]
 * 
 *             yield cur_blkno, slice(start, n)             # <<<<<<<<<<<<<<
 *         else:
 *             group_order = []
 */
      __pyx_t_8 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_6 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_n); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_7 = PySlice_New(__pyx_t_9, __pyx_t_6, Py_None); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_8);
      __Pyx_GIVEREF(__pyx_t_8);
      PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_7);
      __pyx_t_8 = 0;
      __pyx_t_7 = 0;
      __pyx_r = __pyx_t_6;
      __pyx_t_6 = 0;
      __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
      __pyx_cur_scope->__pyx_t_1 = __pyx_t_5;
      __pyx_cur_scope->__pyx_t_2 = __pyx_t_10;
      __Pyx_XGIVEREF(__pyx_r);
      __Pyx_RefNannyFinishContext();
      /* return from generator, yielding value */
      __pyx_generator->resume_label = 2;
      return __pyx_r;
      __pyx_L10_resume_from_yield:;
      __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
      __pyx_t_5 = __pyx_cur_scope->__pyx_t_1;
      __pyx_t_10 = __pyx_cur_scope->__pyx_t_2;
      if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1394; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1396
 *             yield cur_blkno, slice(start, n)
 *         else:
 *             group_order = []             # <<<<<<<<<<<<<<
 *             group_dict = {}
 * 
 */
      __pyx_t_6 = PyList_New(0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_cur_scope->__pyx_v_group_order = ((PyObject*)__pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":1397
 *         else:
 *             group_order = []
 *             group_dict = {}             # <<<<<<<<<<<<<<
 * 
 *             for i in range(1, n):
 */
      __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_cur_scope->__pyx_v_group_dict = ((PyObject*)__pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":1399
 *             group_dict = {}
 * 
 *             for i in range(1, n):             # <<<<<<<<<<<<<<
 *                 if blknos[i] != cur_blkno:
 *                     if cur_blkno not in group_dict:
 */
      __pyx_t_3 = __pyx_cur_scope->__pyx_v_n;
      for (__pyx_t_4 = 1; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
        __pyx_cur_scope->__pyx_v_i = __pyx_t_4;

        /* "pandas/lib.pyx":1400
 * 
 *             for i in range(1, n):
 *                 if blknos[i] != cur_blkno:             # <<<<<<<<<<<<<<
 *                     if cur_blkno not in group_dict:
 *                         group_order.append(cur_blkno)
 */
        __pyx_t_11 = __pyx_cur_scope->__pyx_v_i;
        __pyx_t_1 = (((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_blknos.data + __pyx_t_11 * __pyx_cur_scope->__pyx_v_blknos.strides[0]) ))) != __pyx_cur_scope->__pyx_v_cur_blkno) != 0);
        if (__pyx_t_1) {

          /* "pandas/lib.pyx":1401
 *             for i in range(1, n):
 *                 if blknos[i] != cur_blkno:
 *                     if cur_blkno not in group_dict:             # <<<<<<<<<<<<<<
 *                         group_order.append(cur_blkno)
 *                         group_dict[cur_blkno] = [(start, i)]
 */
          __pyx_t_6 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          __pyx_t_1 = (__Pyx_PyDict_Contains(__pyx_t_6, __pyx_cur_scope->__pyx_v_group_dict, Py_NE)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1401; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __pyx_t_12 = (__pyx_t_1 != 0);
          if (__pyx_t_12) {

            /* "pandas/lib.pyx":1402
 *                 if blknos[i] != cur_blkno:
 *                     if cur_blkno not in group_dict:
 *                         group_order.append(cur_blkno)             # <<<<<<<<<<<<<<
 *                         group_dict[cur_blkno] = [(start, i)]
 *                     else:
 */
            __pyx_t_6 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1402; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_group_order, __pyx_t_6); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1402; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

            /* "pandas/lib.pyx":1403
 *                     if cur_blkno not in group_dict:
 *                         group_order.append(cur_blkno)
 *                         group_dict[cur_blkno] = [(start, i)]             # <<<<<<<<<<<<<<
 *                     else:
 *                         group_dict[cur_blkno].append((start, i))
 */
            __pyx_t_6 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __pyx_t_7 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_7);
            __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_8);
            PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6);
            __Pyx_GIVEREF(__pyx_t_6);
            PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_7);
            __Pyx_GIVEREF(__pyx_t_7);
            __pyx_t_6 = 0;
            __pyx_t_7 = 0;
            __pyx_t_7 = PyList_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_7);
            PyList_SET_ITEM(__pyx_t_7, 0, __pyx_t_8);
            __Pyx_GIVEREF(__pyx_t_8);
            __pyx_t_8 = 0;
            __pyx_t_8 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_8);
            if (unlikely(PyDict_SetItem(__pyx_cur_scope->__pyx_v_group_dict, __pyx_t_8, __pyx_t_7) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1403; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
            __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
            goto __pyx_L14;
          }
          /*else*/ {

            /* "pandas/lib.pyx":1405
 *                         group_dict[cur_blkno] = [(start, i)]
 *                     else:
 *                         group_dict[cur_blkno].append((start, i))             # <<<<<<<<<<<<<<
 * 
 *                     start = i
 */
            __pyx_t_7 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_7);
            __pyx_t_8 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_group_dict, __pyx_t_7); if (unlikely(__pyx_t_8 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
            __Pyx_GOTREF(__pyx_t_8);
            __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
            __pyx_t_7 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_7);
            __pyx_t_6 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_9);
            PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7);
            __Pyx_GIVEREF(__pyx_t_7);
            PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_t_6);
            __Pyx_GIVEREF(__pyx_t_6);
            __pyx_t_7 = 0;
            __pyx_t_6 = 0;
            __pyx_t_13 = __Pyx_PyObject_Append(__pyx_t_8, __pyx_t_9); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          }
          __pyx_L14:;

          /* "pandas/lib.pyx":1407
 *                         group_dict[cur_blkno].append((start, i))
 * 
 *                     start = i             # <<<<<<<<<<<<<<
 *                     cur_blkno = blknos[i]
 * 
 */
          __pyx_cur_scope->__pyx_v_start = __pyx_cur_scope->__pyx_v_i;

          /* "pandas/lib.pyx":1408
 * 
 *                     start = i
 *                     cur_blkno = blknos[i]             # <<<<<<<<<<<<<<
 * 
 *             if cur_blkno not in group_dict:
 */
          __pyx_t_14 = __pyx_cur_scope->__pyx_v_i;
          __pyx_cur_scope->__pyx_v_cur_blkno = (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_blknos.data + __pyx_t_14 * __pyx_cur_scope->__pyx_v_blknos.strides[0]) )));
          goto __pyx_L13;
        }
        __pyx_L13:;
      }

      /* "pandas/lib.pyx":1410
 *                     cur_blkno = blknos[i]
 * 
 *             if cur_blkno not in group_dict:             # <<<<<<<<<<<<<<
 *                 group_order.append(cur_blkno)
 *                 group_dict[cur_blkno] = [(start, n)]
 */
      __pyx_t_9 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_12 = (__Pyx_PyDict_Contains(__pyx_t_9, __pyx_cur_scope->__pyx_v_group_dict, Py_NE)); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1410; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_1 = (__pyx_t_12 != 0);
      if (__pyx_t_1) {

        /* "pandas/lib.pyx":1411
 * 
 *             if cur_blkno not in group_dict:
 *                 group_order.append(cur_blkno)             # <<<<<<<<<<<<<<
 *                 group_dict[cur_blkno] = [(start, n)]
 *             else:
 */
        __pyx_t_9 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_13 = __Pyx_PyList_Append(__pyx_cur_scope->__pyx_v_group_order, __pyx_t_9); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

        /* "pandas/lib.pyx":1412
 *             if cur_blkno not in group_dict:
 *                 group_order.append(cur_blkno)
 *                 group_dict[cur_blkno] = [(start, n)]             # <<<<<<<<<<<<<<
 *             else:
 *                 group_dict[cur_blkno].append((start, n))
 */
        __pyx_t_9 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_8 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_n); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_6 = PyTuple_New(2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_9);
        __Pyx_GIVEREF(__pyx_t_9);
        PyTuple_SET_ITEM(__pyx_t_6, 1, __pyx_t_8);
        __Pyx_GIVEREF(__pyx_t_8);
        __pyx_t_9 = 0;
        __pyx_t_8 = 0;
        __pyx_t_8 = PyList_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_8);
        PyList_SET_ITEM(__pyx_t_8, 0, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_6);
        __pyx_t_6 = 0;
        __pyx_t_6 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        if (unlikely(PyDict_SetItem(__pyx_cur_scope->__pyx_v_group_dict, __pyx_t_6, __pyx_t_8) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1412; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L15;
      }
      /*else*/ {

        /* "pandas/lib.pyx":1414
 *                 group_dict[cur_blkno] = [(start, n)]
 *             else:
 *                 group_dict[cur_blkno].append((start, n))             # <<<<<<<<<<<<<<
 * 
 *             for blkno in group_order:
 */
        __pyx_t_8 = __Pyx_PyInt_From_npy_int64(__pyx_cur_scope->__pyx_v_cur_blkno); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_6 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_group_dict, __pyx_t_8); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_8 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __pyx_t_9 = PyInt_FromSsize_t(__pyx_cur_scope->__pyx_v_n); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_8);
        __Pyx_GIVEREF(__pyx_t_8);
        PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_9);
        __Pyx_GIVEREF(__pyx_t_9);
        __pyx_t_8 = 0;
        __pyx_t_9 = 0;
        __pyx_t_13 = __Pyx_PyObject_Append(__pyx_t_6, __pyx_t_7); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1414; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __pyx_L15:;

      /* "pandas/lib.pyx":1416
 *                 group_dict[cur_blkno].append((start, n))
 * 
 *             for blkno in group_order:             # <<<<<<<<<<<<<<
 *                 slices = group_dict[blkno]
 *                 if len(slices) == 1:
 */
      __pyx_t_7 = __pyx_cur_scope->__pyx_v_group_order; __Pyx_INCREF(__pyx_t_7); __pyx_t_3 = 0;
      for (;;) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_7)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_6 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_3); __Pyx_INCREF(__pyx_t_6); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1416; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_6 = PySequence_ITEM(__pyx_t_7, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1416; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
        __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_blkno);
        __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_blkno, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_6);
        __pyx_t_6 = 0;

        /* "pandas/lib.pyx":1417
 * 
 *             for blkno in group_order:
 *                 slices = group_dict[blkno]             # <<<<<<<<<<<<<<
 *                 if len(slices) == 1:
 *                     yield blkno, slice(slices[0][0], slices[0][1])
 */
        __pyx_t_6 = __Pyx_PyDict_GetItem(__pyx_cur_scope->__pyx_v_group_dict, __pyx_cur_scope->__pyx_v_blkno); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1417; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_slices);
        __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_slices, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_6);
        __pyx_t_6 = 0;

        /* "pandas/lib.pyx":1418
 *             for blkno in group_order:
 *                 slices = group_dict[blkno]
 *                 if len(slices) == 1:             # <<<<<<<<<<<<<<
 *                     yield blkno, slice(slices[0][0], slices[0][1])
 *                 else:
 */
        __pyx_t_6 = __pyx_cur_scope->__pyx_v_slices;
        __Pyx_INCREF(__pyx_t_6);
        __pyx_t_4 = PyObject_Length(__pyx_t_6); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1418; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_t_1 = ((__pyx_t_4 == 1) != 0);
        if (__pyx_t_1) {

          /* "pandas/lib.pyx":1419
 *                 slices = group_dict[blkno]
 *                 if len(slices) == 1:
 *                     yield blkno, slice(slices[0][0], slices[0][1])             # <<<<<<<<<<<<<<
 *                 else:
 *                     tot_len = sum(stop - start for start, stop in slices)
 */
          __pyx_t_6 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_slices, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_6);
          __pyx_t_9 = __Pyx_GetItemInt(__pyx_t_6, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_9 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __pyx_t_6 = __Pyx_GetItemInt(__pyx_cur_scope->__pyx_v_slices, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_6);
          __pyx_t_8 = __Pyx_GetItemInt(__pyx_t_6, 1, long, 1, __Pyx_PyInt_From_long, 0, 0, 0); if (unlikely(__pyx_t_8 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __pyx_t_6 = PySlice_New(__pyx_t_9, __pyx_t_8, Py_None); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_INCREF(__pyx_cur_scope->__pyx_v_blkno);
          PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_blkno);
          __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_blkno);
          PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_6);
          __Pyx_GIVEREF(__pyx_t_6);
          __pyx_t_6 = 0;
          __pyx_r = __pyx_t_8;
          __pyx_t_8 = 0;
          __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
          __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
          __pyx_cur_scope->__pyx_t_2 = __pyx_t_5;
          __Pyx_XGIVEREF(__pyx_t_7);
          __pyx_cur_scope->__pyx_t_4 = __pyx_t_7;
          __pyx_cur_scope->__pyx_t_3 = __pyx_t_10;
          __pyx_cur_scope->__pyx_t_5 = __pyx_t_11;
          __pyx_cur_scope->__pyx_t_6 = __pyx_t_14;
          __Pyx_XGIVEREF(__pyx_r);
          __Pyx_RefNannyFinishContext();
          /* return from generator, yielding value */
          __pyx_generator->resume_label = 3;
          return __pyx_r;
          __pyx_L19_resume_from_yield:;
          __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
          __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
          __pyx_t_5 = __pyx_cur_scope->__pyx_t_2;
          __pyx_t_7 = __pyx_cur_scope->__pyx_t_4;
          __pyx_cur_scope->__pyx_t_4 = 0;
          __Pyx_XGOTREF(__pyx_t_7);
          __pyx_t_10 = __pyx_cur_scope->__pyx_t_3;
          __pyx_t_11 = __pyx_cur_scope->__pyx_t_5;
          __pyx_t_14 = __pyx_cur_scope->__pyx_t_6;
          if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1419; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          goto __pyx_L18;
        }
        /*else*/ {

          /* "pandas/lib.pyx":1421
 *                     yield blkno, slice(slices[0][0], slices[0][1])
 *                 else:
 *                     tot_len = sum(stop - start for start, stop in slices)             # <<<<<<<<<<<<<<
 *                     result = np.empty(tot_len, dtype=np.int64)
 *                     res_view = result
 */
          __pyx_t_8 = __pyx_pf_6pandas_3lib_18get_blkno_indexers_genexpr(((PyObject*)__pyx_cur_scope)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_8);
          __Pyx_GIVEREF(__pyx_t_8);
          __pyx_t_8 = 0;
          __pyx_t_8 = __Pyx_PyObject_Call(__pyx_builtin_sum, __pyx_t_6, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_tot_len);
          __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_tot_len, __pyx_t_8);
          __Pyx_GIVEREF(__pyx_t_8);
          __pyx_t_8 = 0;

          /* "pandas/lib.pyx":1422
 *                 else:
 *                     tot_len = sum(stop - start for start, stop in slices)
 *                     result = np.empty(tot_len, dtype=np.int64)             # <<<<<<<<<<<<<<
 *                     res_view = result
 * 
 */
          __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_empty); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_6);
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __pyx_t_8 = PyTuple_New(1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_8);
          __Pyx_INCREF(__pyx_cur_scope->__pyx_v_tot_len);
          PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_cur_scope->__pyx_v_tot_len);
          __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_tot_len);
          __pyx_t_9 = PyDict_New(); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_9);
          __pyx_t_15 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_15);
          __pyx_t_16 = __Pyx_PyObject_GetAttrStr(__pyx_t_15, __pyx_n_s_int64); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_16);
          __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
          if (PyDict_SetItem(__pyx_t_9, __pyx_n_s_dtype, __pyx_t_16) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
          __pyx_t_16 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, __pyx_t_9); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_16);
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
          __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_result);
          __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_result, __pyx_t_16);
          __Pyx_GIVEREF(__pyx_t_16);
          __pyx_t_16 = 0;

          /* "pandas/lib.pyx":1423
 *                     tot_len = sum(stop - start for start, stop in slices)
 *                     result = np.empty(tot_len, dtype=np.int64)
 *                     res_view = result             # <<<<<<<<<<<<<<
 * 
 *                     i = 0
 */
          __pyx_t_17 = __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(__pyx_cur_scope->__pyx_v_result);
          if (unlikely(!__pyx_t_17.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __PYX_XDEC_MEMVIEW(&__pyx_cur_scope->__pyx_v_res_view, 1);
          __pyx_cur_scope->__pyx_v_res_view = __pyx_t_17;
          __pyx_t_17.memview = NULL;
          __pyx_t_17.data = NULL;

          /* "pandas/lib.pyx":1425
 *                     res_view = result
 * 
 *                     i = 0             # <<<<<<<<<<<<<<
 *                     for start, stop in slices:
 *                         for diff in range(start, stop):
 */
          __pyx_cur_scope->__pyx_v_i = 0;

          /* "pandas/lib.pyx":1426
 * 
 *                     i = 0
 *                     for start, stop in slices:             # <<<<<<<<<<<<<<
 *                         for diff in range(start, stop):
 *                             res_view[i] = diff
 */
          if (likely(PyList_CheckExact(__pyx_cur_scope->__pyx_v_slices)) || PyTuple_CheckExact(__pyx_cur_scope->__pyx_v_slices)) {
            __pyx_t_16 = __pyx_cur_scope->__pyx_v_slices; __Pyx_INCREF(__pyx_t_16); __pyx_t_4 = 0;
            __pyx_t_18 = NULL;
          } else {
            __pyx_t_4 = -1; __pyx_t_16 = PyObject_GetIter(__pyx_cur_scope->__pyx_v_slices); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_16);
            __pyx_t_18 = Py_TYPE(__pyx_t_16)->tp_iternext; if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          for (;;) {
            if (likely(!__pyx_t_18)) {
              if (likely(PyList_CheckExact(__pyx_t_16))) {
                if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_16)) break;
                #if CYTHON_COMPILING_IN_CPYTHON
                __pyx_t_9 = PyList_GET_ITEM(__pyx_t_16, __pyx_t_4); __Pyx_INCREF(__pyx_t_9); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
                #else
                __pyx_t_9 = PySequence_ITEM(__pyx_t_16, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
                #endif
              } else {
                if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_16)) break;
                #if CYTHON_COMPILING_IN_CPYTHON
                __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_16, __pyx_t_4); __Pyx_INCREF(__pyx_t_9); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
                #else
                __pyx_t_9 = PySequence_ITEM(__pyx_t_16, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
                #endif
              }
            } else {
              __pyx_t_9 = __pyx_t_18(__pyx_t_16);
              if (unlikely(!__pyx_t_9)) {
                PyObject* exc_type = PyErr_Occurred();
                if (exc_type) {
                  if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
                  else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
                }
                break;
              }
              __Pyx_GOTREF(__pyx_t_9);
            }
            if ((likely(PyTuple_CheckExact(__pyx_t_9))) || (PyList_CheckExact(__pyx_t_9))) {
              PyObject* sequence = __pyx_t_9;
              #if CYTHON_COMPILING_IN_CPYTHON
              Py_ssize_t size = Py_SIZE(sequence);
              #else
              Py_ssize_t size = PySequence_Size(sequence);
              #endif
              if (unlikely(size != 2)) {
                if (size > 2) __Pyx_RaiseTooManyValuesError(2);
                else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
                {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              }
              #if CYTHON_COMPILING_IN_CPYTHON
              if (likely(PyTuple_CheckExact(sequence))) {
                __pyx_t_8 = PyTuple_GET_ITEM(sequence, 0); 
                __pyx_t_6 = PyTuple_GET_ITEM(sequence, 1); 
              } else {
                __pyx_t_8 = PyList_GET_ITEM(sequence, 0); 
                __pyx_t_6 = PyList_GET_ITEM(sequence, 1); 
              }
              __Pyx_INCREF(__pyx_t_8);
              __Pyx_INCREF(__pyx_t_6);
              #else
              __pyx_t_8 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              __Pyx_GOTREF(__pyx_t_8);
              __pyx_t_6 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              __Pyx_GOTREF(__pyx_t_6);
              #endif
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
            } else {
              Py_ssize_t index = -1;
              __pyx_t_15 = PyObject_GetIter(__pyx_t_9); if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              __Pyx_GOTREF(__pyx_t_15);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
              __pyx_t_19 = Py_TYPE(__pyx_t_15)->tp_iternext;
              index = 0; __pyx_t_8 = __pyx_t_19(__pyx_t_15); if (unlikely(!__pyx_t_8)) goto __pyx_L22_unpacking_failed;
              __Pyx_GOTREF(__pyx_t_8);
              index = 1; __pyx_t_6 = __pyx_t_19(__pyx_t_15); if (unlikely(!__pyx_t_6)) goto __pyx_L22_unpacking_failed;
              __Pyx_GOTREF(__pyx_t_6);
              if (__Pyx_IternextUnpackEndCheck(__pyx_t_19(__pyx_t_15), 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              __pyx_t_19 = NULL;
              __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
              goto __pyx_L23_unpacking_done;
              __pyx_L22_unpacking_failed:;
              __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
              __pyx_t_19 = NULL;
              if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
              {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
              __pyx_L23_unpacking_done:;
            }
            __pyx_t_20 = __Pyx_PyIndex_AsSsize_t(__pyx_t_8); if (unlikely((__pyx_t_20 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
            __pyx_t_21 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_21 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
            __pyx_cur_scope->__pyx_v_start = __pyx_t_20;
            __pyx_cur_scope->__pyx_v_stop = __pyx_t_21;

            /* "pandas/lib.pyx":1427
 *                     i = 0
 *                     for start, stop in slices:
 *                         for diff in range(start, stop):             # <<<<<<<<<<<<<<
 *                             res_view[i] = diff
 *                             i += 1
 */
            __pyx_t_21 = __pyx_cur_scope->__pyx_v_stop;
            for (__pyx_t_20 = __pyx_cur_scope->__pyx_v_start; __pyx_t_20 < __pyx_t_21; __pyx_t_20+=1) {
              __pyx_cur_scope->__pyx_v_diff = __pyx_t_20;

              /* "pandas/lib.pyx":1428
 *                     for start, stop in slices:
 *                         for diff in range(start, stop):
 *                             res_view[i] = diff             # <<<<<<<<<<<<<<
 *                             i += 1
 * 
 */
              __pyx_t_22 = __pyx_cur_scope->__pyx_v_i;
              *((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_cur_scope->__pyx_v_res_view.data + __pyx_t_22 * __pyx_cur_scope->__pyx_v_res_view.strides[0]) )) = __pyx_cur_scope->__pyx_v_diff;

              /* "pandas/lib.pyx":1429
 *                         for diff in range(start, stop):
 *                             res_view[i] = diff
 *                             i += 1             # <<<<<<<<<<<<<<
 * 
 *                     yield blkno, result
 */
              __pyx_cur_scope->__pyx_v_i = (__pyx_cur_scope->__pyx_v_i + 1);
            }

            /* "pandas/lib.pyx":1426
 * 
 *                     i = 0
 *                     for start, stop in slices:             # <<<<<<<<<<<<<<
 *                         for diff in range(start, stop):
 *                             res_view[i] = diff
 */
          }
          __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;

          /* "pandas/lib.pyx":1431
 *                             i += 1
 * 
 *                     yield blkno, result             # <<<<<<<<<<<<<<
 * 
 * 
 */
          __pyx_t_16 = PyTuple_New(2); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_16);
          __Pyx_INCREF(__pyx_cur_scope->__pyx_v_blkno);
          PyTuple_SET_ITEM(__pyx_t_16, 0, __pyx_cur_scope->__pyx_v_blkno);
          __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_blkno);
          __Pyx_INCREF(__pyx_cur_scope->__pyx_v_result);
          PyTuple_SET_ITEM(__pyx_t_16, 1, __pyx_cur_scope->__pyx_v_result);
          __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_result);
          __pyx_r = __pyx_t_16;
          __pyx_t_16 = 0;
          __pyx_cur_scope->__pyx_t_0 = __pyx_t_2;
          __pyx_cur_scope->__pyx_t_1 = __pyx_t_3;
          __pyx_cur_scope->__pyx_t_2 = __pyx_t_5;
          __Pyx_XGIVEREF(__pyx_t_7);
          __pyx_cur_scope->__pyx_t_4 = __pyx_t_7;
          __pyx_cur_scope->__pyx_t_3 = __pyx_t_10;
          __pyx_cur_scope->__pyx_t_5 = __pyx_t_11;
          __pyx_cur_scope->__pyx_t_6 = __pyx_t_14;
          __pyx_cur_scope->__pyx_t_7 = __pyx_t_22;
          __Pyx_XGIVEREF(__pyx_r);
          __Pyx_RefNannyFinishContext();
          /* return from generator, yielding value */
          __pyx_generator->resume_label = 4;
          return __pyx_r;
          __pyx_L26_resume_from_yield:;
          __pyx_t_2 = __pyx_cur_scope->__pyx_t_0;
          __pyx_t_3 = __pyx_cur_scope->__pyx_t_1;
          __pyx_t_5 = __pyx_cur_scope->__pyx_t_2;
          __pyx_t_7 = __pyx_cur_scope->__pyx_t_4;
          __pyx_cur_scope->__pyx_t_4 = 0;
          __Pyx_XGOTREF(__pyx_t_7);
          __pyx_t_10 = __pyx_cur_scope->__pyx_t_3;
          __pyx_t_11 = __pyx_cur_scope->__pyx_t_5;
          __pyx_t_14 = __pyx_cur_scope->__pyx_t_6;
          __pyx_t_22 = __pyx_cur_scope->__pyx_t_7;
          if (unlikely(!__pyx_sent_value)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __pyx_L18:;

        /* "pandas/lib.pyx":1416
 *                 group_dict[cur_blkno].append((start, n))
 * 
 *             for blkno in group_order:             # <<<<<<<<<<<<<<
 *                 slices = group_dict[blkno]
 *                 if len(slices) == 1:
 */
      }
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    }
    __pyx_L5:;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */

  /* function exit code */
  PyErr_SetNone(PyExc_StopIteration);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_XDECREF(__pyx_t_16);
  __PYX_XDEC_MEMVIEW(&__pyx_t_17, 1);
  __Pyx_AddTraceback("get_blkno_indexers", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_r);
  __pyx_generator->resume_label = -1;
  __Pyx_Generator_clear((PyObject*)__pyx_generator);
  __Pyx_RefNannyFinishContext();
  return NULL;
}

/* "pandas/lib.pyx":1436
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * cpdef slice indexer_as_slice(int64_t[:] vals):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n, start, stop
 */

static PyObject *__pyx_pw_6pandas_3lib_112indexer_as_slice(PyObject *__pyx_self, PyObject *__pyx_arg_vals); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_indexer_as_slice(__Pyx_memviewslice __pyx_v_vals, CYTHON_UNUSED int __pyx_skip_dispatch) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  __pyx_t_5numpy_int64_t __pyx_v_d;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  PyObject *__pyx_t_17 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("indexer_as_slice", 0);

  /* "pandas/lib.pyx":1441
 *         int64_t d
 * 
 *     if vals is None:             # <<<<<<<<<<<<<<
 *         raise TypeError("vals must be ndarray")
 * 
 */
  __pyx_t_1 = ((((PyObject *) __pyx_v_vals.memview) == Py_None) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1442
 * 
 *     if vals is None:
 *         raise TypeError("vals must be ndarray")             # <<<<<<<<<<<<<<
 * 
 *     n = vals.shape[0]
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1444
 *         raise TypeError("vals must be ndarray")
 * 
 *     n = vals.shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if n == 0 or vals[0] < 0:
 */
  __pyx_v_n = (__pyx_v_vals.shape[0]);

  /* "pandas/lib.pyx":1446
 *     n = vals.shape[0]
 * 
 *     if n == 0 or vals[0] < 0:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_3 = ((__pyx_v_n == 0) != 0);
  if (!__pyx_t_3) {
    goto __pyx_L6_next_or;
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_L6_next_or:;
  __pyx_t_4 = 0;
  __pyx_t_3 = (((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_4 * __pyx_v_vals.strides[0]) ))) < 0) != 0);
  __pyx_t_1 = __pyx_t_3;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1447
 * 
 *     if n == 0 or vals[0] < 0:
 *         return None             # <<<<<<<<<<<<<<
 * 
 *     if n == 1:
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = ((PyObject*)Py_None);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1449
 *         return None
 * 
 *     if n == 1:             # <<<<<<<<<<<<<<
 *         return slice(vals[0], vals[0] + 1, 1)
 * 
 */
  __pyx_t_1 = ((__pyx_v_n == 1) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1450
 * 
 *     if n == 1:
 *         return slice(vals[0], vals[0] + 1, 1)             # <<<<<<<<<<<<<<
 * 
 *     if vals[1] < 0:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = 0;
    __pyx_t_2 = __Pyx_PyInt_From_npy_int64((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_5 * __pyx_v_vals.strides[0]) )))); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = 0;
    __pyx_t_7 = __Pyx_PyInt_From_npy_int64(((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_6 * __pyx_v_vals.strides[0]) ))) + 1)); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = PySlice_New(__pyx_t_2, __pyx_t_7, __pyx_int_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1450; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_r = ((PyObject*)__pyx_t_8);
    __pyx_t_8 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1452
 *         return slice(vals[0], vals[0] + 1, 1)
 * 
 *     if vals[1] < 0:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_9 = 1;
  __pyx_t_1 = (((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_9 * __pyx_v_vals.strides[0]) ))) < 0) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1453
 * 
 *     if vals[1] < 0:
 *         return None             # <<<<<<<<<<<<<<
 * 
 *     # n > 2
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = ((PyObject*)Py_None);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1456
 * 
 *     # n > 2
 *     d = vals[1] - vals[0]             # <<<<<<<<<<<<<<
 * 
 *     if d == 0:
 */
  __pyx_t_10 = 1;
  __pyx_t_11 = 0;
  __pyx_v_d = ((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_10 * __pyx_v_vals.strides[0]) ))) - (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_11 * __pyx_v_vals.strides[0]) ))));

  /* "pandas/lib.pyx":1458
 *     d = vals[1] - vals[0]
 * 
 *     if d == 0:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_1 = ((__pyx_v_d == 0) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1459
 * 
 *     if d == 0:
 *         return None             # <<<<<<<<<<<<<<
 * 
 *     for i in range(2, n):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = ((PyObject*)Py_None);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1461
 *         return None
 * 
 *     for i in range(2, n):             # <<<<<<<<<<<<<<
 *         if vals[i] < 0 or vals[i] - vals[i-1] != d:
 *             return None
 */
  __pyx_t_12 = __pyx_v_n;
  for (__pyx_t_13 = 2; __pyx_t_13 < __pyx_t_12; __pyx_t_13+=1) {
    __pyx_v_i = __pyx_t_13;

    /* "pandas/lib.pyx":1462
 * 
 *     for i in range(2, n):
 *         if vals[i] < 0 or vals[i] - vals[i-1] != d:             # <<<<<<<<<<<<<<
 *             return None
 * 
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_3 = (((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_14 * __pyx_v_vals.strides[0]) ))) < 0) != 0);
    if (!__pyx_t_3) {
      goto __pyx_L14_next_or;
    } else {
      __pyx_t_1 = __pyx_t_3;
      goto __pyx_L13_bool_binop_done;
    }
    __pyx_L14_next_or:;
    __pyx_t_15 = __pyx_v_i;
    __pyx_t_16 = (__pyx_v_i - 1);
    __pyx_t_3 = ((((*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_15 * __pyx_v_vals.strides[0]) ))) - (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_16 * __pyx_v_vals.strides[0]) )))) != __pyx_v_d) != 0);
    __pyx_t_1 = __pyx_t_3;
    __pyx_L13_bool_binop_done:;
    if (__pyx_t_1) {

      /* "pandas/lib.pyx":1463
 *     for i in range(2, n):
 *         if vals[i] < 0 or vals[i] - vals[i-1] != d:
 *             return None             # <<<<<<<<<<<<<<
 * 
 *     start = vals[0]
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_None);
      __pyx_r = ((PyObject*)Py_None);
      goto __pyx_L0;
    }
  }

  /* "pandas/lib.pyx":1465
 *             return None
 * 
 *     start = vals[0]             # <<<<<<<<<<<<<<
 *     stop = start + n * d
 *     if stop < 0 and d < 0:
 */
  __pyx_t_12 = 0;
  __pyx_v_start = (*((__pyx_t_5numpy_int64_t *) ( /* dim=0 */ (__pyx_v_vals.data + __pyx_t_12 * __pyx_v_vals.strides[0]) )));

  /* "pandas/lib.pyx":1466
 * 
 *     start = vals[0]
 *     stop = start + n * d             # <<<<<<<<<<<<<<
 *     if stop < 0 and d < 0:
 *         return slice(start, None, d)
 */
  __pyx_v_stop = (__pyx_v_start + (__pyx_v_n * __pyx_v_d));

  /* "pandas/lib.pyx":1467
 *     start = vals[0]
 *     stop = start + n * d
 *     if stop < 0 and d < 0:             # <<<<<<<<<<<<<<
 *         return slice(start, None, d)
 *     else:
 */
  __pyx_t_3 = ((__pyx_v_stop < 0) != 0);
  if (__pyx_t_3) {
    goto __pyx_L17_next_and;
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L16_bool_binop_done;
  }
  __pyx_L17_next_and:;
  __pyx_t_3 = ((__pyx_v_d < 0) != 0);
  __pyx_t_1 = __pyx_t_3;
  __pyx_L16_bool_binop_done:;
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1468
 *     stop = start + n * d
 *     if stop < 0 and d < 0:
 *         return slice(start, None, d)             # <<<<<<<<<<<<<<
 *     else:
 *         return slice(start, stop, d)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_8 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_7 = __Pyx_PyInt_From_npy_int64(__pyx_v_d); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_2 = PySlice_New(__pyx_t_8, Py_None, __pyx_t_7); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1468; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_r = ((PyObject*)__pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1470
 *         return slice(start, None, d)
 *     else:
 *         return slice(start, stop, d)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = __Pyx_PyInt_From_npy_int64(__pyx_v_d); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_17 = PySlice_New(__pyx_t_2, __pyx_t_7, __pyx_t_8); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1470; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_17);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_r = ((PyObject*)__pyx_t_17);
    __pyx_t_17 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1436
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * cpdef slice indexer_as_slice(int64_t[:] vals):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n, start, stop
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_17);
  __Pyx_AddTraceback("pandas.lib.indexer_as_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_112indexer_as_slice(PyObject *__pyx_self, PyObject *__pyx_arg_vals); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_112indexer_as_slice(PyObject *__pyx_self, PyObject *__pyx_arg_vals) {
  __Pyx_memviewslice __pyx_v_vals = { 0, 0, { 0 }, { 0 }, { 0 } };
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("indexer_as_slice (wrapper)", 0);
  assert(__pyx_arg_vals); {
    __pyx_v_vals = __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(__pyx_arg_vals); if (unlikely(!__pyx_v_vals.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1436; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.indexer_as_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_111indexer_as_slice(__pyx_self, __pyx_v_vals);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_111indexer_as_slice(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_vals) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("indexer_as_slice", 0);
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_vals.memview)) { __Pyx_RaiseUnboundLocalError("vals"); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1436; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_1 = __pyx_f_6pandas_3lib_indexer_as_slice(__pyx_v_vals, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.indexer_as_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __PYX_XDEC_MEMVIEW(&__pyx_v_vals, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1473
 * 
 * 
 * cpdef slice_canonize(slice s):             # <<<<<<<<<<<<<<
 *     """
 *     Convert slice to canonical bounded form.
 */

static PyObject *__pyx_pw_6pandas_3lib_114slice_canonize(PyObject *__pyx_self, PyObject *__pyx_v_s); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_slice_canonize(PyObject *__pyx_v_s, CYTHON_UNUSED int __pyx_skip_dispatch) {
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_canonize", 0);

  /* "pandas/lib.pyx":1480
 *         Py_ssize_t start, stop, step, length
 * 
 *     if s.step is None:             # <<<<<<<<<<<<<<
 *         step = 1
 *     else:
 */
  __pyx_t_1 = (((PySliceObject*)__pyx_v_s)->step == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1481
 * 
 *     if s.step is None:
 *         step = 1             # <<<<<<<<<<<<<<
 *     else:
 *         step = <Py_ssize_t>s.step
 */
    __pyx_v_step = 1;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1483
 *         step = 1
 *     else:
 *         step = <Py_ssize_t>s.step             # <<<<<<<<<<<<<<
 *         if step == 0:
 *             raise ValueError("slice step cannot be zero")
 */
    __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(((PySliceObject*)__pyx_v_s)->step); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_step = ((Py_ssize_t)__pyx_t_3);

    /* "pandas/lib.pyx":1484
 *     else:
 *         step = <Py_ssize_t>s.step
 *         if step == 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("slice step cannot be zero")
 * 
 */
    __pyx_t_2 = ((__pyx_v_step == 0) != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1485
 *         step = <Py_ssize_t>s.step
 *         if step == 0:
 *             raise ValueError("slice step cannot be zero")             # <<<<<<<<<<<<<<
 * 
 *     if step > 0:
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1487
 *             raise ValueError("slice step cannot be zero")
 * 
 *     if step > 0:             # <<<<<<<<<<<<<<
 *         if s.stop is None:
 *             raise ValueError("unbounded slice")
 */
  __pyx_t_2 = ((__pyx_v_step > 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1488
 * 
 *     if step > 0:
 *         if s.stop is None:             # <<<<<<<<<<<<<<
 *             raise ValueError("unbounded slice")
 * 
 */
    __pyx_t_2 = (((PySliceObject*)__pyx_v_s)->stop == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "pandas/lib.pyx":1489
 *     if step > 0:
 *         if s.stop is None:
 *             raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *         stop = <Py_ssize_t>s.stop
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":1491
 *             raise ValueError("unbounded slice")
 * 
 *         stop = <Py_ssize_t>s.stop             # <<<<<<<<<<<<<<
 *         if s.start is None:
 *             start = 0
 */
    __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(((PySliceObject*)__pyx_v_s)->stop); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_stop = ((Py_ssize_t)__pyx_t_3);

    /* "pandas/lib.pyx":1492
 * 
 *         stop = <Py_ssize_t>s.stop
 *         if s.start is None:             # <<<<<<<<<<<<<<
 *             start = 0
 *         else:
 */
    __pyx_t_1 = (((PySliceObject*)__pyx_v_s)->start == Py_None);
    __pyx_t_2 = (__pyx_t_1 != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1493
 *         stop = <Py_ssize_t>s.stop
 *         if s.start is None:
 *             start = 0             # <<<<<<<<<<<<<<
 *         else:
 *             start = <Py_ssize_t>s.start
 */
      __pyx_v_start = 0;
      goto __pyx_L7;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1495
 *             start = 0
 *         else:
 *             start = <Py_ssize_t>s.start             # <<<<<<<<<<<<<<
 *             if start > stop:
 *                 start = stop
 */
      __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(((PySliceObject*)__pyx_v_s)->start); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_v_start = ((Py_ssize_t)__pyx_t_3);

      /* "pandas/lib.pyx":1496
 *         else:
 *             start = <Py_ssize_t>s.start
 *             if start > stop:             # <<<<<<<<<<<<<<
 *                 start = stop
 *     elif step < 0:
 */
      __pyx_t_2 = ((__pyx_v_start > __pyx_v_stop) != 0);
      if (__pyx_t_2) {

        /* "pandas/lib.pyx":1497
 *             start = <Py_ssize_t>s.start
 *             if start > stop:
 *                 start = stop             # <<<<<<<<<<<<<<
 *     elif step < 0:
 *         if s.start is None:
 */
        __pyx_v_start = __pyx_v_stop;
        goto __pyx_L8;
      }
      __pyx_L8:;
    }
    __pyx_L7:;
    goto __pyx_L5;
  }

  /* "pandas/lib.pyx":1498
 *             if start > stop:
 *                 start = stop
 *     elif step < 0:             # <<<<<<<<<<<<<<
 *         if s.start is None:
 *             raise ValueError("unbounded slice")
 */
  __pyx_t_2 = ((__pyx_v_step < 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1499
 *                 start = stop
 *     elif step < 0:
 *         if s.start is None:             # <<<<<<<<<<<<<<
 *             raise ValueError("unbounded slice")
 * 
 */
    __pyx_t_2 = (((PySliceObject*)__pyx_v_s)->start == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "pandas/lib.pyx":1500
 *     elif step < 0:
 *         if s.start is None:
 *             raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *         start = <Py_ssize_t>s.start
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__15, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1500; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1500; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":1502
 *             raise ValueError("unbounded slice")
 * 
 *         start = <Py_ssize_t>s.start             # <<<<<<<<<<<<<<
 *         if s.stop is None:
 *             stop = -1
 */
    __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(((PySliceObject*)__pyx_v_s)->start); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_start = ((Py_ssize_t)__pyx_t_3);

    /* "pandas/lib.pyx":1503
 * 
 *         start = <Py_ssize_t>s.start
 *         if s.stop is None:             # <<<<<<<<<<<<<<
 *             stop = -1
 *         else:
 */
    __pyx_t_1 = (((PySliceObject*)__pyx_v_s)->stop == Py_None);
    __pyx_t_2 = (__pyx_t_1 != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1504
 *         start = <Py_ssize_t>s.start
 *         if s.stop is None:
 *             stop = -1             # <<<<<<<<<<<<<<
 *         else:
 *             stop = <Py_ssize_t>s.stop
 */
      __pyx_v_stop = -1;
      goto __pyx_L10;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1506
 *             stop = -1
 *         else:
 *             stop = <Py_ssize_t>s.stop             # <<<<<<<<<<<<<<
 *             if stop > start:
 *                 stop = start
 */
      __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(((PySliceObject*)__pyx_v_s)->stop); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1506; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_v_stop = ((Py_ssize_t)__pyx_t_3);

      /* "pandas/lib.pyx":1507
 *         else:
 *             stop = <Py_ssize_t>s.stop
 *             if stop > start:             # <<<<<<<<<<<<<<
 *                 stop = start
 * 
 */
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_start) != 0);
      if (__pyx_t_2) {

        /* "pandas/lib.pyx":1508
 *             stop = <Py_ssize_t>s.stop
 *             if stop > start:
 *                 stop = start             # <<<<<<<<<<<<<<
 * 
 *     if start < 0 or (stop < 0 and s.stop is not None):
 */
        __pyx_v_stop = __pyx_v_start;
        goto __pyx_L11;
      }
      __pyx_L11:;
    }
    __pyx_L10:;
    goto __pyx_L5;
  }
  __pyx_L5:;

  /* "pandas/lib.pyx":1510
 *                 stop = start
 * 
 *     if start < 0 or (stop < 0 and s.stop is not None):             # <<<<<<<<<<<<<<
 *         raise ValueError("unbounded slice")
 * 
 */
  __pyx_t_1 = ((__pyx_v_start < 0) != 0);
  if (!__pyx_t_1) {
    goto __pyx_L14_next_or;
  } else {
    __pyx_t_2 = __pyx_t_1;
    goto __pyx_L13_bool_binop_done;
  }
  __pyx_L14_next_or:;
  __pyx_t_1 = ((__pyx_v_stop < 0) != 0);
  if (__pyx_t_1) {
    goto __pyx_L15_next_and;
  } else {
    __pyx_t_2 = __pyx_t_1;
    goto __pyx_L13_bool_binop_done;
  }
  __pyx_L15_next_and:;
  __pyx_t_1 = (((PySliceObject*)__pyx_v_s)->stop != Py_None);
  __pyx_t_5 = (__pyx_t_1 != 0);
  __pyx_t_2 = __pyx_t_5;
  __pyx_L13_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1511
 * 
 *     if start < 0 or (stop < 0 and s.stop is not None):
 *         raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *     if stop < 0:
 */
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1511; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1511; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1513
 *         raise ValueError("unbounded slice")
 * 
 *     if stop < 0:             # <<<<<<<<<<<<<<
 *         return slice(start, None, step)
 *     else:
 */
  __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1514
 * 
 *     if stop < 0:
 *         return slice(start, None, step)             # <<<<<<<<<<<<<<
 *     else:
 *         return slice(start, stop, step)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_7 = PySlice_New(__pyx_t_4, Py_None, __pyx_t_6); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_r = __pyx_t_7;
    __pyx_t_7 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1516
 *         return slice(start, None, step)
 *     else:
 *         return slice(start, stop, step)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_8 = PySlice_New(__pyx_t_7, __pyx_t_6, __pyx_t_4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_8;
    __pyx_t_8 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1473
 * 
 * 
 * cpdef slice_canonize(slice s):             # <<<<<<<<<<<<<<
 *     """
 *     Convert slice to canonical bounded form.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.slice_canonize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_114slice_canonize(PyObject *__pyx_self, PyObject *__pyx_v_s); /*proto*/
static char __pyx_doc_6pandas_3lib_113slice_canonize[] = "\n    Convert slice to canonical bounded form.\n    ";
static PyObject *__pyx_pw_6pandas_3lib_114slice_canonize(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("slice_canonize (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_s), (&PySlice_Type), 1, "s", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_113slice_canonize(__pyx_self, ((PyObject*)__pyx_v_s));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_113slice_canonize(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_canonize", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_slice_canonize(__pyx_v_s, 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.slice_canonize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1519
 * 
 * 
 * cpdef slice_get_indices_ex(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX):             # <<<<<<<<<<<<<<
 *     """
 *     Get (start, stop, step, length) tuple for a slice.
 */

static PyObject *__pyx_pw_6pandas_3lib_116slice_get_indices_ex(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_slice_get_indices_ex(PyObject *__pyx_v_slc, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex *__pyx_optional_args) {
  Py_ssize_t __pyx_v_objlen = __pyx_k__17;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  Py_ssize_t __pyx_v_length;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_get_indices_ex", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_objlen = __pyx_optional_args->objlen;
    }
  }

  /* "pandas/lib.pyx":1530
 *         Py_ssize_t start, stop, step, length
 * 
 *     if slc is None:             # <<<<<<<<<<<<<<
 *         raise TypeError("slc should be a slice")
 * 
 */
  __pyx_t_1 = (__pyx_v_slc == ((PyObject*)Py_None));
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1531
 * 
 *     if slc is None:
 *         raise TypeError("slc should be a slice")             # <<<<<<<<<<<<<<
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__18, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1533
 *         raise TypeError("slc should be a slice")
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,             # <<<<<<<<<<<<<<
 *                          &start, &stop, &step, &length)
 *     return start, stop, step, length
 */
  __pyx_t_4 = PySlice_GetIndicesEx(((PySliceObject *)__pyx_v_slc), __pyx_v_objlen, (&__pyx_v_start), (&__pyx_v_stop), (&__pyx_v_step), (&__pyx_v_length)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1533; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1535
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,
 *                          &start, &stop, &step, &length)
 *     return start, stop, step, length             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = PyTuple_New(4); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1535; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_8, 3, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __pyx_t_3 = 0;
  __pyx_t_5 = 0;
  __pyx_t_6 = 0;
  __pyx_t_7 = 0;
  __pyx_r = __pyx_t_8;
  __pyx_t_8 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1519
 * 
 * 
 * cpdef slice_get_indices_ex(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX):             # <<<<<<<<<<<<<<
 *     """
 *     Get (start, stop, step, length) tuple for a slice.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.slice_get_indices_ex", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_116slice_get_indices_ex(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_115slice_get_indices_ex[] = "\n    Get (start, stop, step, length) tuple for a slice.\n\n    If `objlen` is not specified, slice must be bounded, otherwise the result\n    will be wrong.\n\n    ";
static PyObject *__pyx_pw_6pandas_3lib_116slice_get_indices_ex(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_slc = 0;
  Py_ssize_t __pyx_v_objlen;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("slice_get_indices_ex (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_slc,&__pyx_n_s_objlen,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_slc)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_objlen);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "slice_get_indices_ex") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_slc = ((PyObject*)values[0]);
    if (values[1]) {
      __pyx_v_objlen = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_objlen == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_objlen = __pyx_k__17;
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("slice_get_indices_ex", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.slice_get_indices_ex", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_slc), (&PySlice_Type), 1, "slc", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_115slice_get_indices_ex(__pyx_self, __pyx_v_slc, __pyx_v_objlen);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_115slice_get_indices_ex(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, Py_ssize_t __pyx_v_objlen) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_get_indices_ex", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.objlen = __pyx_v_objlen;
  __pyx_t_1 = __pyx_f_6pandas_3lib_slice_get_indices_ex(__pyx_v_slc, 0, &__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.slice_get_indices_ex", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1538
 * 
 * 
 * cpdef Py_ssize_t slice_len(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX) except -1:             # <<<<<<<<<<<<<<
 *     """
 *     Get length of a bounded slice.
 */

static PyObject *__pyx_pw_6pandas_3lib_118slice_len(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static Py_ssize_t __pyx_f_6pandas_3lib_slice_len(PyObject *__pyx_v_slc, CYTHON_UNUSED int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_3lib_slice_len *__pyx_optional_args) {
  Py_ssize_t __pyx_v_objlen = __pyx_k__19;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  Py_ssize_t __pyx_v_length;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_len", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_objlen = __pyx_optional_args->objlen;
    }
  }

  /* "pandas/lib.pyx":1553
 *         Py_ssize_t start, stop, step, length
 * 
 *     if slc is None:             # <<<<<<<<<<<<<<
 *         raise TypeError("slc must be slice")
 * 
 */
  __pyx_t_1 = (__pyx_v_slc == ((PyObject*)Py_None));
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1554
 * 
 *     if slc is None:
 *         raise TypeError("slc must be slice")             # <<<<<<<<<<<<<<
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__20, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/lib.pyx":1556
 *         raise TypeError("slc must be slice")
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,             # <<<<<<<<<<<<<<
 *                          &start, &stop, &step, &length)
 * 
 */
  __pyx_t_4 = PySlice_GetIndicesEx(((PySliceObject *)__pyx_v_slc), __pyx_v_objlen, (&__pyx_v_start), (&__pyx_v_stop), (&__pyx_v_step), (&__pyx_v_length)); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1559
 *                          &start, &stop, &step, &length)
 * 
 *     return length             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_length;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1538
 * 
 * 
 * cpdef Py_ssize_t slice_len(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX) except -1:             # <<<<<<<<<<<<<<
 *     """
 *     Get length of a bounded slice.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.slice_len", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_118slice_len(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_117slice_len[] = "\n    Get length of a bounded slice.\n\n    The slice must not have any \"open\" bounds that would create dependency on\n    container size, i.e.:\n    - if ``s.step is None or s.step > 0``, ``s.stop`` is not ``None``\n    - if ``s.step < 0``, ``s.start`` is not ``None``\n\n    Otherwise, the result is unreliable.\n\n    ";
static PyObject *__pyx_pw_6pandas_3lib_118slice_len(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_slc = 0;
  Py_ssize_t __pyx_v_objlen;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("slice_len (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_slc,&__pyx_n_s_objlen,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_slc)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_objlen);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "slice_len") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_slc = ((PyObject*)values[0]);
    if (values[1]) {
      __pyx_v_objlen = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_objlen == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_objlen = __pyx_k__19;
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("slice_len", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.slice_len", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_slc), (&PySlice_Type), 1, "slc", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_117slice_len(__pyx_self, __pyx_v_slc, __pyx_v_objlen);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_117slice_len(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, Py_ssize_t __pyx_v_objlen) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  struct __pyx_opt_args_6pandas_3lib_slice_len __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_len", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.objlen = __pyx_v_objlen;
  __pyx_t_1 = __pyx_f_6pandas_3lib_slice_len(__pyx_v_slc, 0, &__pyx_t_2); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.slice_len", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1562
 * 
 * 
 * def slice_getitem(slice slc not None, ind):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t s_start, s_stop, s_step, s_len
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_120slice_getitem(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_120slice_getitem = {"slice_getitem", (PyCFunction)__pyx_pw_6pandas_3lib_120slice_getitem, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_120slice_getitem(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_slc = 0;
  PyObject *__pyx_v_ind = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("slice_getitem (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_slc,&__pyx_n_s_ind,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_slc)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ind)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("slice_getitem", 1, 2, 2, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "slice_getitem") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_slc = ((PyObject*)values[0]);
    __pyx_v_ind = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("slice_getitem", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.slice_getitem", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_slc), (&PySlice_Type), 0, "slc", 1))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_119slice_getitem(__pyx_self, __pyx_v_slc, __pyx_v_ind);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_119slice_getitem(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_slc, PyObject *__pyx_v_ind) {
  Py_ssize_t __pyx_v_s_start;
  Py_ssize_t __pyx_v_s_stop;
  Py_ssize_t __pyx_v_s_step;
  Py_ssize_t __pyx_v_s_len;
  Py_ssize_t __pyx_v_ind_start;
  Py_ssize_t __pyx_v_ind_stop;
  Py_ssize_t __pyx_v_ind_step;
  Py_ssize_t __pyx_v_ind_len;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *(*__pyx_t_7)(PyObject *);
  Py_ssize_t __pyx_t_8;
  Py_ssize_t __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  int __pyx_t_13;
  struct __pyx_opt_args_6pandas_3lib_slice_get_indices_ex __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("slice_getitem", 0);

  /* "pandas/lib.pyx":1567
 *         Py_ssize_t ind_start, ind_stop, ind_step, ind_len
 * 
 *     s_start, s_stop, s_step, s_len = slice_get_indices_ex(slc)             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(ind, slice):
 */
  __pyx_t_1 = __pyx_f_6pandas_3lib_slice_get_indices_ex(__pyx_v_slc, 0, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 4)) {
      if (size > 4) __Pyx_RaiseTooManyValuesError(4);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 2); 
      __pyx_t_5 = PyTuple_GET_ITEM(sequence, 3); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
      __pyx_t_4 = PyList_GET_ITEM(sequence, 2); 
      __pyx_t_5 = PyList_GET_ITEM(sequence, 3); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_5);
    #else
    {
      Py_ssize_t i;
      PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_3,&__pyx_t_4,&__pyx_t_5};
      for (i=0; i < 4; i++) {
        PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(item);
        *(temps[i]) = item;
      }
    }
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_3,&__pyx_t_4,&__pyx_t_5};
    __pyx_t_6 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext;
    for (index=0; index < 4; index++) {
      PyObject* item = __pyx_t_7(__pyx_t_6); if (unlikely(!item)) goto __pyx_L3_unpacking_failed;
      __Pyx_GOTREF(item);
      *(temps[index]) = item;
    }
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = NULL;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_7 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_11 = __Pyx_PyIndex_AsSsize_t(__pyx_t_5); if (unlikely((__pyx_t_11 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_s_start = __pyx_t_8;
  __pyx_v_s_stop = __pyx_t_9;
  __pyx_v_s_step = __pyx_t_10;
  __pyx_v_s_len = __pyx_t_11;

  /* "pandas/lib.pyx":1569
 *     s_start, s_stop, s_step, s_len = slice_get_indices_ex(slc)
 * 
 *     if isinstance(ind, slice):             # <<<<<<<<<<<<<<
 *         ind_start, ind_stop, ind_step, ind_len = slice_get_indices_ex(ind,
 *                                                                       s_len)
 */
  __pyx_t_12 = PySlice_Check(__pyx_v_ind); 
  __pyx_t_13 = (__pyx_t_12 != 0);
  if (__pyx_t_13) {

    /* "pandas/lib.pyx":1570
 * 
 *     if isinstance(ind, slice):
 *         ind_start, ind_stop, ind_step, ind_len = slice_get_indices_ex(ind,             # <<<<<<<<<<<<<<
 *                                                                       s_len)
 * 
 */
    if (!(likely(PySlice_Check(__pyx_v_ind))||((__pyx_v_ind) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "slice", Py_TYPE(__pyx_v_ind)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "pandas/lib.pyx":1571
 *     if isinstance(ind, slice):
 *         ind_start, ind_stop, ind_step, ind_len = slice_get_indices_ex(ind,
 *                                                                       s_len)             # <<<<<<<<<<<<<<
 * 
 *         if ind_step > 0 and ind_len == s_len:
 */
    __pyx_t_14.__pyx_n = 1;
    __pyx_t_14.objlen = __pyx_v_s_len;
    __pyx_t_1 = __pyx_f_6pandas_3lib_slice_get_indices_ex(((PyObject*)__pyx_v_ind), 0, &__pyx_t_14); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
      PyObject* sequence = __pyx_t_1;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 4)) {
        if (size > 4) __Pyx_RaiseTooManyValuesError(4);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
        __pyx_t_3 = PyTuple_GET_ITEM(sequence, 2); 
        __pyx_t_2 = PyTuple_GET_ITEM(sequence, 3); 
      } else {
        __pyx_t_5 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_4 = PyList_GET_ITEM(sequence, 1); 
        __pyx_t_3 = PyList_GET_ITEM(sequence, 2); 
        __pyx_t_2 = PyList_GET_ITEM(sequence, 3); 
      }
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      #else
      {
        Py_ssize_t i;
        PyObject** temps[4] = {&__pyx_t_5,&__pyx_t_4,&__pyx_t_3,&__pyx_t_2};
        for (i=0; i < 4; i++) {
          PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(item);
          *(temps[i]) = item;
        }
      }
      #endif
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else {
      Py_ssize_t index = -1;
      PyObject** temps[4] = {&__pyx_t_5,&__pyx_t_4,&__pyx_t_3,&__pyx_t_2};
      __pyx_t_6 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_7 = Py_TYPE(__pyx_t_6)->tp_iternext;
      for (index=0; index < 4; index++) {
        PyObject* item = __pyx_t_7(__pyx_t_6); if (unlikely(!item)) goto __pyx_L6_unpacking_failed;
        __Pyx_GOTREF(item);
        *(temps[index]) = item;
      }
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_7(__pyx_t_6), 4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_7 = NULL;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      goto __pyx_L7_unpacking_done;
      __pyx_L6_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_7 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_L7_unpacking_done:;
    }

    /* "pandas/lib.pyx":1570
 * 
 *     if isinstance(ind, slice):
 *         ind_start, ind_stop, ind_step, ind_len = slice_get_indices_ex(ind,             # <<<<<<<<<<<<<<
 *                                                                       s_len)
 * 
 */
    __pyx_t_11 = __Pyx_PyIndex_AsSsize_t(__pyx_t_5); if (unlikely((__pyx_t_11 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_3); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_v_ind_start = __pyx_t_11;
    __pyx_v_ind_stop = __pyx_t_10;
    __pyx_v_ind_step = __pyx_t_9;
    __pyx_v_ind_len = __pyx_t_8;

    /* "pandas/lib.pyx":1573
 *                                                                       s_len)
 * 
 *         if ind_step > 0 and ind_len == s_len:             # <<<<<<<<<<<<<<
 *             # short-cut for no-op slice
 *             if ind_len == s_len:
 */
    __pyx_t_12 = ((__pyx_v_ind_step > 0) != 0);
    if (__pyx_t_12) {
      goto __pyx_L10_next_and;
    } else {
      __pyx_t_13 = __pyx_t_12;
      goto __pyx_L9_bool_binop_done;
    }
    __pyx_L10_next_and:;
    __pyx_t_12 = ((__pyx_v_ind_len == __pyx_v_s_len) != 0);
    __pyx_t_13 = __pyx_t_12;
    __pyx_L9_bool_binop_done:;
    if (__pyx_t_13) {

      /* "pandas/lib.pyx":1575
 *         if ind_step > 0 and ind_len == s_len:
 *             # short-cut for no-op slice
 *             if ind_len == s_len:             # <<<<<<<<<<<<<<
 *                 return slc
 * 
 */
      __pyx_t_13 = ((__pyx_v_ind_len == __pyx_v_s_len) != 0);
      if (__pyx_t_13) {

        /* "pandas/lib.pyx":1576
 *             # short-cut for no-op slice
 *             if ind_len == s_len:
 *                 return slc             # <<<<<<<<<<<<<<
 * 
 *         if ind_step < 0:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(__pyx_v_slc);
        __pyx_r = __pyx_v_slc;
        goto __pyx_L0;
      }
      goto __pyx_L8;
    }
    __pyx_L8:;

    /* "pandas/lib.pyx":1578
 *                 return slc
 * 
 *         if ind_step < 0:             # <<<<<<<<<<<<<<
 *             s_start = s_stop - s_step
 *             ind_step = -ind_step
 */
    __pyx_t_13 = ((__pyx_v_ind_step < 0) != 0);
    if (__pyx_t_13) {

      /* "pandas/lib.pyx":1579
 * 
 *         if ind_step < 0:
 *             s_start = s_stop - s_step             # <<<<<<<<<<<<<<
 *             ind_step = -ind_step
 * 
 */
      __pyx_v_s_start = (__pyx_v_s_stop - __pyx_v_s_step);

      /* "pandas/lib.pyx":1580
 *         if ind_step < 0:
 *             s_start = s_stop - s_step
 *             ind_step = -ind_step             # <<<<<<<<<<<<<<
 * 
 *         s_step *= ind_step
 */
      __pyx_v_ind_step = (-__pyx_v_ind_step);
      goto __pyx_L12;
    }
    __pyx_L12:;

    /* "pandas/lib.pyx":1582
 *             ind_step = -ind_step
 * 
 *         s_step *= ind_step             # <<<<<<<<<<<<<<
 *         s_stop = s_start + ind_stop * s_step
 *         s_start = s_start + ind_start * s_step
 */
    __pyx_v_s_step = (__pyx_v_s_step * __pyx_v_ind_step);

    /* "pandas/lib.pyx":1583
 * 
 *         s_step *= ind_step
 *         s_stop = s_start + ind_stop * s_step             # <<<<<<<<<<<<<<
 *         s_start = s_start + ind_start * s_step
 * 
 */
    __pyx_v_s_stop = (__pyx_v_s_start + (__pyx_v_ind_stop * __pyx_v_s_step));

    /* "pandas/lib.pyx":1584
 *         s_step *= ind_step
 *         s_stop = s_start + ind_stop * s_step
 *         s_start = s_start + ind_start * s_step             # <<<<<<<<<<<<<<
 * 
 *         if s_step < 0 and s_stop < 0:
 */
    __pyx_v_s_start = (__pyx_v_s_start + (__pyx_v_ind_start * __pyx_v_s_step));

    /* "pandas/lib.pyx":1586
 *         s_start = s_start + ind_start * s_step
 * 
 *         if s_step < 0 and s_stop < 0:             # <<<<<<<<<<<<<<
 *             return slice(s_start, None, s_step)
 *         else:
 */
    __pyx_t_12 = ((__pyx_v_s_step < 0) != 0);
    if (__pyx_t_12) {
      goto __pyx_L15_next_and;
    } else {
      __pyx_t_13 = __pyx_t_12;
      goto __pyx_L14_bool_binop_done;
    }
    __pyx_L15_next_and:;
    __pyx_t_12 = ((__pyx_v_s_stop < 0) != 0);
    __pyx_t_13 = __pyx_t_12;
    __pyx_L14_bool_binop_done:;
    if (__pyx_t_13) {

      /* "pandas/lib.pyx":1587
 * 
 *         if s_step < 0 and s_stop < 0:
 *             return slice(s_start, None, s_step)             # <<<<<<<<<<<<<<
 *         else:
 *             return slice(s_start, s_stop, s_step)
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_s_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1587; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_s_step); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1587; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = PySlice_New(__pyx_t_1, Py_None, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1587; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L0;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1589
 *             return slice(s_start, None, s_step)
 *         else:
 *             return slice(s_start, s_stop, s_step)             # <<<<<<<<<<<<<<
 * 
 *     else:
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_s_start); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_s_stop); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_s_step); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_4 = PySlice_New(__pyx_t_3, __pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_r = __pyx_t_4;
      __pyx_t_4 = 0;
      goto __pyx_L0;
    }
  }
  /*else*/ {

    /* "pandas/lib.pyx":1592
 * 
 *     else:
 *         return np.arange(s_start, s_stop, s_step, dtype=np.int64)[ind]             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_arange); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_s_start); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_s_stop); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_s_step); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_4 = 0;
    __pyx_t_2 = 0;
    __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_int64); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyObject_GetItem(__pyx_t_4, __pyx_v_ind); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1592; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1562
 * 
 * 
 * def slice_getitem(slice slc not None, ind):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t s_start, s_stop, s_step, s_len
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.slice_getitem", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1602
 *     cdef bint _has_slice, _has_array, _is_known_slice_like
 * 
 *     def __init__(self, val):             # <<<<<<<<<<<<<<
 *         cdef slice slc
 * 
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_14BlockPlacement_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_14BlockPlacement_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_val = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_val,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_val)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1602; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_val = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1602; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement___init__(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), __pyx_v_val);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_14BlockPlacement___init__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_v_slc = 0;
  PyObject *__pyx_v_arr = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/lib.pyx":1605
 *         cdef slice slc
 * 
 *         self._has_slice = False             # <<<<<<<<<<<<<<
 *         self._has_array = False
 * 
 */
  __pyx_v_self->_has_slice = 0;

  /* "pandas/lib.pyx":1606
 * 
 *         self._has_slice = False
 *         self._has_array = False             # <<<<<<<<<<<<<<
 * 
 *         if isinstance(val, slice):
 */
  __pyx_v_self->_has_array = 0;

  /* "pandas/lib.pyx":1608
 *         self._has_array = False
 * 
 *         if isinstance(val, slice):             # <<<<<<<<<<<<<<
 *             slc = slice_canonize(val)
 * 
 */
  __pyx_t_1 = PySlice_Check(__pyx_v_val); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1609
 * 
 *         if isinstance(val, slice):
 *             slc = slice_canonize(val)             # <<<<<<<<<<<<<<
 * 
 *             if slc.start != slc.stop:
 */
    if (!(likely(PySlice_Check(__pyx_v_val))||((__pyx_v_val) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "slice", Py_TYPE(__pyx_v_val)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_6pandas_3lib_slice_canonize(((PyObject*)__pyx_v_val), 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(PySlice_Check(__pyx_t_3))||((__pyx_t_3) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "slice", Py_TYPE(__pyx_t_3)->tp_name), 0))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_slc = ((PyObject*)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/lib.pyx":1611
 *             slc = slice_canonize(val)
 * 
 *             if slc.start != slc.stop:             # <<<<<<<<<<<<<<
 *                 self._as_slice = slc
 *                 self._has_slice = True
 */
    __pyx_t_3 = PyObject_RichCompare(((PySliceObject*)__pyx_v_slc)->start, ((PySliceObject*)__pyx_v_slc)->stop, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1611; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1611; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1612
 * 
 *             if slc.start != slc.stop:
 *                 self._as_slice = slc             # <<<<<<<<<<<<<<
 *                 self._has_slice = True
 *             else:
 */
      __Pyx_INCREF(__pyx_v_slc);
      __Pyx_GIVEREF(__pyx_v_slc);
      __Pyx_GOTREF(__pyx_v_self->_as_slice);
      __Pyx_DECREF(__pyx_v_self->_as_slice);
      __pyx_v_self->_as_slice = __pyx_v_slc;

      /* "pandas/lib.pyx":1613
 *             if slc.start != slc.stop:
 *                 self._as_slice = slc
 *                 self._has_slice = True             # <<<<<<<<<<<<<<
 *             else:
 *                 arr = np.empty(0, dtype=np.int64)
 */
      __pyx_v_self->_has_slice = 1;
      goto __pyx_L4;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1615
 *                 self._has_slice = True
 *             else:
 *                 arr = np.empty(0, dtype=np.int64)             # <<<<<<<<<<<<<<
 *                 self._as_array = arr
 *                 self._has_array = True
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__21, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_v_arr = __pyx_t_6;
      __pyx_t_6 = 0;

      /* "pandas/lib.pyx":1616
 *             else:
 *                 arr = np.empty(0, dtype=np.int64)
 *                 self._as_array = arr             # <<<<<<<<<<<<<<
 *                 self._has_array = True
 *         else:
 */
      __Pyx_INCREF(__pyx_v_arr);
      __Pyx_GIVEREF(__pyx_v_arr);
      __Pyx_GOTREF(__pyx_v_self->_as_array);
      __Pyx_DECREF(__pyx_v_self->_as_array);
      __pyx_v_self->_as_array = __pyx_v_arr;

      /* "pandas/lib.pyx":1617
 *                 arr = np.empty(0, dtype=np.int64)
 *                 self._as_array = arr
 *                 self._has_array = True             # <<<<<<<<<<<<<<
 *         else:
 *             # Cython memoryview interface requires ndarray to be writeable.
 */
      __pyx_v_self->_has_array = 1;
    }
    __pyx_L4:;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1620
 *         else:
 *             # Cython memoryview interface requires ndarray to be writeable.
 *             arr = np.require(val, dtype=np.int64, requirements='W')             # <<<<<<<<<<<<<<
 *             assert arr.ndim == 1
 *             self._as_array = arr
 */
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_require); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_INCREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dtype, __pyx_t_7) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_requirements, __pyx_n_s_W) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, __pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1620; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_v_arr = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "pandas/lib.pyx":1621
 *             # Cython memoryview interface requires ndarray to be writeable.
 *             arr = np.require(val, dtype=np.int64, requirements='W')
 *             assert arr.ndim == 1             # <<<<<<<<<<<<<<
 *             self._as_array = arr
 *             self._has_array = True
 */
    #ifndef CYTHON_WITHOUT_ASSERTIONS
    if (unlikely(!Py_OptimizeFlag)) {
      __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_ndim); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1621; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_4 = PyObject_RichCompare(__pyx_t_7, __pyx_int_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1621; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1621; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      if (unlikely(!__pyx_t_2)) {
        PyErr_SetNone(PyExc_AssertionError);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1621; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
    }
    #endif

    /* "pandas/lib.pyx":1622
 *             arr = np.require(val, dtype=np.int64, requirements='W')
 *             assert arr.ndim == 1
 *             self._as_array = arr             # <<<<<<<<<<<<<<
 *             self._has_array = True
 * 
 */
    __Pyx_INCREF(__pyx_v_arr);
    __Pyx_GIVEREF(__pyx_v_arr);
    __Pyx_GOTREF(__pyx_v_self->_as_array);
    __Pyx_DECREF(__pyx_v_self->_as_array);
    __pyx_v_self->_as_array = __pyx_v_arr;

    /* "pandas/lib.pyx":1623
 *             assert arr.ndim == 1
 *             self._as_array = arr
 *             self._has_array = True             # <<<<<<<<<<<<<<
 * 
 *     def __unicode__(self):
 */
    __pyx_v_self->_has_array = 1;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1602
 *     cdef bint _has_slice, _has_array, _is_known_slice_like
 * 
 *     def __init__(self, val):             # <<<<<<<<<<<<<<
 *         cdef slice slc
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_slc);
  __Pyx_XDECREF(__pyx_v_arr);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1625
 *             self._has_array = True
 * 
 *     def __unicode__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_3__unicode__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_3__unicode__(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__unicode__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_2__unicode__(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_2__unicode__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  PyObject *__pyx_v_v = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__unicode__", 0);

  /* "pandas/lib.pyx":1626
 * 
 *     def __unicode__(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is not None:
 *             v = self._as_slice
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1626; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1627
 *     def __unicode__(self):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             v = self._as_slice
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1628
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 *             v = self._as_slice             # <<<<<<<<<<<<<<
 *         else:
 *             v = self._as_array
 */
    __pyx_t_1 = __pyx_v_self->_as_slice;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_v_v = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1630
 *             v = self._as_slice
 *         else:
 *             v = self._as_array             # <<<<<<<<<<<<<<
 * 
 *         return '%s(%r)' % (self.__class__.__name__, v)
 */
    __pyx_t_1 = __pyx_v_self->_as_array;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_v_v = __pyx_t_1;
    __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1632
 *             v = self._as_array
 * 
 *         return '%s(%r)' % (self.__class__.__name__, v)             # <<<<<<<<<<<<<<
 * 
 *     def __len__(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_class); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_name); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_v_v);
  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_v);
  __Pyx_GIVEREF(__pyx_v_v);
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_s_r, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1632; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1625
 *             self._has_array = True
 * 
 *     def __unicode__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__unicode__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1634
 *         return '%s(%r)' % (self.__class__.__name__, v)
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

/* Python wrapper */
static Py_ssize_t __pyx_pw_6pandas_3lib_14BlockPlacement_5__len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_pw_6pandas_3lib_14BlockPlacement_5__len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_4__len__(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_pf_6pandas_3lib_14BlockPlacement_4__len__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "pandas/lib.pyx":1635
 * 
 *     def __len__(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is not None:
 *             return slice_len(s)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1636
 *     def __len__(self):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             return slice_len(s)
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1637
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 *             return slice_len(s)             # <<<<<<<<<<<<<<
 *         else:
 *             return len(self._as_array)
 */
    __pyx_t_4 = __pyx_f_6pandas_3lib_slice_len(__pyx_v_s, 0, NULL); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = __pyx_t_4;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1639
 *             return slice_len(s)
 *         else:
 *             return len(self._as_array)             # <<<<<<<<<<<<<<
 * 
 *     def __iter__(self):
 */
    __pyx_t_1 = __pyx_v_self->_as_array;
    __Pyx_INCREF(__pyx_t_1);
    __pyx_t_4 = PyObject_Length(__pyx_t_1); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1639; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_r = __pyx_t_4;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1634
 *         return '%s(%r)' % (self.__class__.__name__, v)
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__len__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1641
 *             return len(self._as_array)
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         cdef Py_ssize_t start, stop, step, _
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_7__iter__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_7__iter__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__iter__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_6__iter__(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_6__iter__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  CYTHON_UNUSED Py_ssize_t __pyx_v__;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *(*__pyx_t_9)(PyObject *);
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__iter__", 0);

  /* "pandas/lib.pyx":1642
 * 
 *     def __iter__(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t start, stop, step, _
 *         if s is not None:
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1642; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1644
 *         cdef slice s = self._ensure_has_slice()
 *         cdef Py_ssize_t start, stop, step, _
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             start, stop, step, _ = slice_get_indices_ex(s)
 *             return iter(range(start, stop, step))
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1645
 *         cdef Py_ssize_t start, stop, step, _
 *         if s is not None:
 *             start, stop, step, _ = slice_get_indices_ex(s)             # <<<<<<<<<<<<<<
 *             return iter(range(start, stop, step))
 *         else:
 */
    __pyx_t_1 = __pyx_f_6pandas_3lib_slice_get_indices_ex(__pyx_v_s, 0, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
      PyObject* sequence = __pyx_t_1;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 4)) {
        if (size > 4) __Pyx_RaiseTooManyValuesError(4);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); 
        __pyx_t_6 = PyTuple_GET_ITEM(sequence, 2); 
        __pyx_t_7 = PyTuple_GET_ITEM(sequence, 3); 
      } else {
        __pyx_t_4 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_5 = PyList_GET_ITEM(sequence, 1); 
        __pyx_t_6 = PyList_GET_ITEM(sequence, 2); 
        __pyx_t_7 = PyList_GET_ITEM(sequence, 3); 
      }
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(__pyx_t_7);
      #else
      {
        Py_ssize_t i;
        PyObject** temps[4] = {&__pyx_t_4,&__pyx_t_5,&__pyx_t_6,&__pyx_t_7};
        for (i=0; i < 4; i++) {
          PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(item);
          *(temps[i]) = item;
        }
      }
      #endif
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else {
      Py_ssize_t index = -1;
      PyObject** temps[4] = {&__pyx_t_4,&__pyx_t_5,&__pyx_t_6,&__pyx_t_7};
      __pyx_t_8 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext;
      for (index=0; index < 4; index++) {
        PyObject* item = __pyx_t_9(__pyx_t_8); if (unlikely(!item)) goto __pyx_L4_unpacking_failed;
        __Pyx_GOTREF(item);
        *(temps[index]) = item;
      }
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_8), 4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_9 = NULL;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L5_unpacking_done;
      __pyx_L4_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_9 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_L5_unpacking_done:;
    }
    __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_11 = __Pyx_PyIndex_AsSsize_t(__pyx_t_5); if (unlikely((__pyx_t_11 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_13 = __Pyx_PyIndex_AsSsize_t(__pyx_t_7); if (unlikely((__pyx_t_13 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_v_start = __pyx_t_10;
    __pyx_v_stop = __pyx_t_11;
    __pyx_v_step = __pyx_t_12;
    __pyx_v__ = __pyx_t_13;

    /* "pandas/lib.pyx":1646
 *         if s is not None:
 *             start, stop, step, _ = slice_get_indices_ex(s)
 *             return iter(range(start, stop, step))             # <<<<<<<<<<<<<<
 *         else:
 *             return iter(self._as_array)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_5 = PyTuple_New(3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    __pyx_t_1 = 0;
    __pyx_t_7 = 0;
    __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_range, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1648
 *             return iter(range(start, stop, step))
 *         else:
 *             return iter(self._as_array)             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __pyx_v_self->_as_array;
    __Pyx_INCREF(__pyx_t_5);
    __pyx_t_6 = PyObject_GetIter(__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1648; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_r = __pyx_t_6;
    __pyx_t_6 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1641
 *             return len(self._as_array)
 * 
 *     def __iter__(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         cdef Py_ssize_t start, stop, step, _
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__iter__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1651
 * 
 *     @property
 *     def as_slice(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_9as_slice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_9as_slice(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("as_slice (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_8as_slice(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_8as_slice(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("as_slice", 0);

  /* "pandas/lib.pyx":1652
 *     @property
 *     def as_slice(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is None:
 *             raise TypeError('Not slice-like')
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1652; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1653
 *     def as_slice(self):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:             # <<<<<<<<<<<<<<
 *             raise TypeError('Not slice-like')
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s == ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1654
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:
 *             raise TypeError('Not slice-like')             # <<<<<<<<<<<<<<
 *         else:
 *             return s
 */
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_tuple__22, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_Raise(__pyx_t_1, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  /*else*/ {

    /* "pandas/lib.pyx":1656
 *             raise TypeError('Not slice-like')
 *         else:
 *             return s             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_s);
    __pyx_r = __pyx_v_s;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1651
 * 
 *     @property
 *     def as_slice(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.as_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1659
 * 
 *     @property
 *     def indexer(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_11indexer(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_11indexer(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("indexer (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_10indexer(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_10indexer(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("indexer", 0);

  /* "pandas/lib.pyx":1660
 *     @property
 *     def indexer(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is not None:
 *             return s
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1661
 *     def indexer(self):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             return s
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1662
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 *             return s             # <<<<<<<<<<<<<<
 *         else:
 *             return self._as_array
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_s);
    __pyx_r = __pyx_v_s;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1664
 *             return s
 *         else:
 *             return self._as_array             # <<<<<<<<<<<<<<
 * 
 *     def isin(self, arr):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_self->_as_array);
    __pyx_r = __pyx_v_self->_as_array;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1659
 * 
 *     @property
 *     def indexer(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1666
 *             return self._as_array
 * 
 *     def isin(self, arr):             # <<<<<<<<<<<<<<
 *         from pandas.core.index import Int64Index
 *         return Int64Index(self.as_array, copy=False).isin(arr)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_13isin(PyObject *__pyx_v_self, PyObject *__pyx_v_arr); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_13isin(PyObject *__pyx_v_self, PyObject *__pyx_v_arr) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("isin (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_12isin(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_arr));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_12isin(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_arr) {
  PyObject *__pyx_v_Int64Index = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("isin", 0);

  /* "pandas/lib.pyx":1667
 * 
 *     def isin(self, arr):
 *         from pandas.core.index import Int64Index             # <<<<<<<<<<<<<<
 *         return Int64Index(self.as_array, copy=False).isin(arr)
 * 
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_Int64Index);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_Int64Index);
  __Pyx_GIVEREF(__pyx_n_s_Int64Index);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_pandas_core_index, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Int64Index); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_Int64Index = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1668
 *     def isin(self, arr):
 *         from pandas.core.index import Int64Index
 *         return Int64Index(self.as_array, copy=False).isin(arr)             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_as_array); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_copy, Py_False) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_v_Int64Index, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isin); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_arr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(__pyx_v_arr);
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_arr);
    __Pyx_GIVEREF(__pyx_v_arr);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1668; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1666
 *             return self._as_array
 * 
 *     def isin(self, arr):             # <<<<<<<<<<<<<<
 *         from pandas.core.index import Int64Index
 *         return Int64Index(self.as_array, copy=False).isin(arr)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.isin", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_Int64Index);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1671
 * 
 *     @property
 *     def as_array(self):             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t start, stop, end, _
 *         if not self._has_array:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_15as_array(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_15as_array(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("as_array (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_14as_array(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_14as_array(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  CYTHON_UNUSED Py_ssize_t __pyx_v__;
  PyObject *__pyx_v_step = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  Py_ssize_t __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("as_array", 0);

  /* "pandas/lib.pyx":1673
 *     def as_array(self):
 *         cdef Py_ssize_t start, stop, end, _
 *         if not self._has_array:             # <<<<<<<<<<<<<<
 *             start, stop, step, _ = slice_get_indices_ex(self._as_slice)
 *             self._as_array = np.arange(start, stop, step,
 */
  __pyx_t_1 = ((!(__pyx_v_self->_has_array != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1674
 *         cdef Py_ssize_t start, stop, end, _
 *         if not self._has_array:
 *             start, stop, step, _ = slice_get_indices_ex(self._as_slice)             # <<<<<<<<<<<<<<
 *             self._as_array = np.arange(start, stop, step,
 *                                        dtype=np.int64)
 */
    __pyx_t_2 = __pyx_v_self->_as_slice;
    __Pyx_INCREF(__pyx_t_2);
    __pyx_t_3 = __pyx_f_6pandas_3lib_slice_get_indices_ex(((PyObject*)__pyx_t_2), 0, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
      PyObject* sequence = __pyx_t_3;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 4)) {
        if (size > 4) __Pyx_RaiseTooManyValuesError(4);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
        __pyx_t_5 = PyTuple_GET_ITEM(sequence, 2); 
        __pyx_t_6 = PyTuple_GET_ITEM(sequence, 3); 
      } else {
        __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_4 = PyList_GET_ITEM(sequence, 1); 
        __pyx_t_5 = PyList_GET_ITEM(sequence, 2); 
        __pyx_t_6 = PyList_GET_ITEM(sequence, 3); 
      }
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_6);
      #else
      {
        Py_ssize_t i;
        PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_4,&__pyx_t_5,&__pyx_t_6};
        for (i=0; i < 4; i++) {
          PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(item);
          *(temps[i]) = item;
        }
      }
      #endif
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    } else {
      Py_ssize_t index = -1;
      PyObject** temps[4] = {&__pyx_t_2,&__pyx_t_4,&__pyx_t_5,&__pyx_t_6};
      __pyx_t_7 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext;
      for (index=0; index < 4; index++) {
        PyObject* item = __pyx_t_8(__pyx_t_7); if (unlikely(!item)) goto __pyx_L4_unpacking_failed;
        __Pyx_GOTREF(item);
        *(temps[index]) = item;
      }
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_7), 4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_8 = NULL;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L5_unpacking_done;
      __pyx_L4_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_8 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_L5_unpacking_done:;
    }
    __pyx_t_9 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_9 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_t_4); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_11 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_11 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1674; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_v_start = __pyx_t_9;
    __pyx_v_stop = __pyx_t_10;
    __pyx_v_step = __pyx_t_5;
    __pyx_t_5 = 0;
    __pyx_v__ = __pyx_t_11;

    /* "pandas/lib.pyx":1675
 *         if not self._has_array:
 *             start, stop, step, _ = slice_get_indices_ex(self._as_slice)
 *             self._as_array = np.arange(start, stop, step,             # <<<<<<<<<<<<<<
 *                                        dtype=np.int64)
 *             self._has_array = True
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_arange); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_5);
    __Pyx_INCREF(__pyx_v_step);
    PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_v_step);
    __Pyx_GIVEREF(__pyx_v_step);
    __pyx_t_3 = 0;
    __pyx_t_5 = 0;
    __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);

    /* "pandas/lib.pyx":1676
 *             start, stop, step, _ = slice_get_indices_ex(self._as_slice)
 *             self._as_array = np.arange(start, stop, step,
 *                                        dtype=np.int64)             # <<<<<<<<<<<<<<
 *             self._has_array = True
 *         return self._as_array
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1676; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_int64); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1676; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1675
 *         if not self._has_array:
 *             start, stop, step, _ = slice_get_indices_ex(self._as_slice)
 *             self._as_array = np.arange(start, stop, step,             # <<<<<<<<<<<<<<
 *                                        dtype=np.int64)
 *             self._has_array = True
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_GIVEREF(__pyx_t_2);
    __Pyx_GOTREF(__pyx_v_self->_as_array);
    __Pyx_DECREF(__pyx_v_self->_as_array);
    __pyx_v_self->_as_array = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "pandas/lib.pyx":1677
 *             self._as_array = np.arange(start, stop, step,
 *                                        dtype=np.int64)
 *             self._has_array = True             # <<<<<<<<<<<<<<
 *         return self._as_array
 * 
 */
    __pyx_v_self->_has_array = 1;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1678
 *                                        dtype=np.int64)
 *             self._has_array = True
 *         return self._as_array             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_as_array);
  __pyx_r = __pyx_v_self->_as_array;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1671
 * 
 *     @property
 *     def as_array(self):             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t start, stop, end, _
 *         if not self._has_array:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.as_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_step);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1681
 * 
 *     @property
 *     def is_slice_like(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         return s is not None
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_17is_slice_like(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_17is_slice_like(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_slice_like (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_16is_slice_like(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_16is_slice_like(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_slice_like", 0);

  /* "pandas/lib.pyx":1682
 *     @property
 *     def is_slice_like(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         return s is not None
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1682; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1683
 *     def is_slice_like(self):
 *         cdef slice s = self._ensure_has_slice()
 *         return s is not None             # <<<<<<<<<<<<<<
 * 
 *     def __getitem__(self, loc):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1681
 * 
 *     @property
 *     def is_slice_like(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         return s is not None
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.is_slice_like", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1685
 *         return s is not None
 * 
 *     def __getitem__(self, loc):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_19__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_loc); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_19__getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_loc) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_18__getitem__(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_loc));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_18__getitem__(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_loc) {
  PyObject *__pyx_v_s = 0;
  PyObject *__pyx_v_val = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "pandas/lib.pyx":1686
 * 
 *     def __getitem__(self, loc):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is not None:
 *             val = slice_getitem(s, loc)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1686; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1687
 *     def __getitem__(self, loc):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             val = slice_getitem(s, loc)
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1688
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 *             val = slice_getitem(s, loc)             # <<<<<<<<<<<<<<
 *         else:
 *             val = self._as_array[loc]
 */
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_slice_getitem); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1688; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = NULL;
    __pyx_t_6 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
        __pyx_t_6 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_6); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1688; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_5) {
      PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
    }
    __Pyx_INCREF(__pyx_v_s);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_6, __pyx_v_s);
    __Pyx_GIVEREF(__pyx_v_s);
    __Pyx_INCREF(__pyx_v_loc);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_6, __pyx_v_loc);
    __Pyx_GIVEREF(__pyx_v_loc);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_7, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1688; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_v_val = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1690
 *             val = slice_getitem(s, loc)
 *         else:
 *             val = self._as_array[loc]             # <<<<<<<<<<<<<<
 * 
 *         if not isinstance(val, slice) and val.ndim == 0:
 */
    __pyx_t_1 = PyObject_GetItem(__pyx_v_self->_as_array, __pyx_v_loc); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1690; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_val = __pyx_t_1;
    __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1692
 *             val = self._as_array[loc]
 * 
 *         if not isinstance(val, slice) and val.ndim == 0:             # <<<<<<<<<<<<<<
 *             return val
 * 
 */
  __pyx_t_2 = PySlice_Check(__pyx_v_val); 
  __pyx_t_8 = ((!(__pyx_t_2 != 0)) != 0);
  if (__pyx_t_8) {
    goto __pyx_L6_next_and;
  } else {
    __pyx_t_3 = __pyx_t_8;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_L6_next_and:;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1692; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyObject_RichCompare(__pyx_t_1, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1692; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1692; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_3 = __pyx_t_8;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1693
 * 
 *         if not isinstance(val, slice) and val.ndim == 0:
 *             return val             # <<<<<<<<<<<<<<
 * 
 *         return BlockPlacement(val)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_val);
    __pyx_r = __pyx_v_val;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1695
 *             return val
 * 
 *         return BlockPlacement(val)             # <<<<<<<<<<<<<<
 * 
 *     def delete(self, loc):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1695; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(__pyx_v_val);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_val);
  __Pyx_GIVEREF(__pyx_v_val);
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockPlacement)), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1695; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1685
 *         return s is not None
 * 
 *     def __getitem__(self, loc):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1697
 *         return BlockPlacement(val)
 * 
 *     def delete(self, loc):             # <<<<<<<<<<<<<<
 *         return BlockPlacement(np.delete(self.as_array, loc, axis=0))
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_21delete(PyObject *__pyx_v_self, PyObject *__pyx_v_loc); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_21delete(PyObject *__pyx_v_self, PyObject *__pyx_v_loc) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("delete (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_20delete(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_loc));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_20delete(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_loc) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("delete", 0);

  /* "pandas/lib.pyx":1698
 * 
 *     def delete(self, loc):
 *         return BlockPlacement(np.delete(self.as_array, loc, axis=0))             # <<<<<<<<<<<<<<
 * 
 *     def append(self, others):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_delete); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_as_array); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_loc);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_loc);
  __Pyx_GIVEREF(__pyx_v_loc);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_axis, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockPlacement)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1698; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1697
 *         return BlockPlacement(val)
 * 
 *     def delete(self, loc):             # <<<<<<<<<<<<<<
 *         return BlockPlacement(np.delete(self.as_array, loc, axis=0))
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.delete", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1700
 *         return BlockPlacement(np.delete(self.as_array, loc, axis=0))
 * 
 *     def append(self, others):             # <<<<<<<<<<<<<<
 *         if len(others) == 0:
 *             return self
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_23append(PyObject *__pyx_v_self, PyObject *__pyx_v_others); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_23append(PyObject *__pyx_v_self, PyObject *__pyx_v_others) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("append (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_22append(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_others));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_22append(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_others) {
  PyObject *__pyx_v_o = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("append", 0);

  /* "pandas/lib.pyx":1701
 * 
 *     def append(self, others):
 *         if len(others) == 0:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_others); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1701; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = ((__pyx_t_1 == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1702
 *     def append(self, others):
 *         if len(others) == 0:
 *             return self             # <<<<<<<<<<<<<<
 * 
 *         return BlockPlacement(np.concatenate([self.as_array] +
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __pyx_r = ((PyObject *)__pyx_v_self);
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1704
 *             return self
 * 
 *         return BlockPlacement(np.concatenate([self.as_array] +             # <<<<<<<<<<<<<<
 *                                              [o.as_array for o in others]))
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_concatenate); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_as_array); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = PyList_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyList_SET_ITEM(__pyx_t_6, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_4 = 0;

  /* "pandas/lib.pyx":1705
 * 
 *         return BlockPlacement(np.concatenate([self.as_array] +
 *                                              [o.as_array for o in others]))             # <<<<<<<<<<<<<<
 * 
 *     cdef iadd(self, other):
 */
  __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (likely(PyList_CheckExact(__pyx_v_others)) || PyTuple_CheckExact(__pyx_v_others)) {
    __pyx_t_7 = __pyx_v_others; __Pyx_INCREF(__pyx_t_7); __pyx_t_1 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_1 = -1; __pyx_t_7 = PyObject_GetIter(__pyx_v_others); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_8 = Py_TYPE(__pyx_t_7)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_7))) {
        if (__pyx_t_1 >= PyList_GET_SIZE(__pyx_t_7)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_7, __pyx_t_1); __Pyx_INCREF(__pyx_t_9); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_7, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_7)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_7, __pyx_t_1); __Pyx_INCREF(__pyx_t_9); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_7, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_9 = __pyx_t_8(__pyx_t_7);
      if (unlikely(!__pyx_t_9)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_9);
    }
    __Pyx_XDECREF_SET(__pyx_v_o, __pyx_t_9);
    __pyx_t_9 = 0;
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_o, __pyx_n_s_as_array); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_4, (PyObject*)__pyx_t_9))) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

  /* "pandas/lib.pyx":1704
 *             return self
 * 
 *         return BlockPlacement(np.concatenate([self.as_array] +             # <<<<<<<<<<<<<<
 *                                              [o.as_array for o in others]))
 * 
 */
  __pyx_t_7 = PyNumber_Add(__pyx_t_6, __pyx_t_4); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_7); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_7);
    __Pyx_GIVEREF(__pyx_t_7);
    __pyx_t_7 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockPlacement)), __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1700
 *         return BlockPlacement(np.delete(self.as_array, loc, axis=0))
 * 
 *     def append(self, others):             # <<<<<<<<<<<<<<
 *         if len(others) == 0:
 *             return self
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.append", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_o);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1707
 *                                              [o.as_array for o in others]))
 * 
 *     cdef iadd(self, other):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         cdef Py_ssize_t other_int, start, stop, step, l
 */

static PyObject *__pyx_f_6pandas_3lib_14BlockPlacement_iadd(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other) {
  PyObject *__pyx_v_s = 0;
  Py_ssize_t __pyx_v_other_int;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  CYTHON_UNUSED Py_ssize_t __pyx_v_l;
  PyObject *__pyx_v_newarr = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *(*__pyx_t_11)(PyObject *);
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("iadd", 0);

  /* "pandas/lib.pyx":1708
 * 
 *     cdef iadd(self, other):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t other_int, start, stop, step, l
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1708; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1711
 *         cdef Py_ssize_t other_int, start, stop, step, l
 * 
 *         if isinstance(other, int) and s is not None:             # <<<<<<<<<<<<<<
 *             other_int = <Py_ssize_t>other
 * 
 */
  __pyx_t_3 = PyInt_Check(__pyx_v_other); 
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (__pyx_t_4) {
    goto __pyx_L5_next_and;
  } else {
    __pyx_t_2 = __pyx_t_4;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_and:;
  __pyx_t_4 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_4 != 0);
  __pyx_t_2 = __pyx_t_3;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/lib.pyx":1712
 * 
 *         if isinstance(other, int) and s is not None:
 *             other_int = <Py_ssize_t>other             # <<<<<<<<<<<<<<
 * 
 *             if other_int == 0:
 */
    __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_v_other); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1712; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_other_int = ((Py_ssize_t)__pyx_t_5);

    /* "pandas/lib.pyx":1714
 *             other_int = <Py_ssize_t>other
 * 
 *             if other_int == 0:             # <<<<<<<<<<<<<<
 *                 return self
 * 
 */
    __pyx_t_2 = ((__pyx_v_other_int == 0) != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1715
 * 
 *             if other_int == 0:
 *                 return self             # <<<<<<<<<<<<<<
 * 
 *             start, stop, step, l = slice_get_indices_ex(s)
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(((PyObject *)__pyx_v_self));
      __pyx_r = ((PyObject *)__pyx_v_self);
      goto __pyx_L0;
    }

    /* "pandas/lib.pyx":1717
 *                 return self
 * 
 *             start, stop, step, l = slice_get_indices_ex(s)             # <<<<<<<<<<<<<<
 *             start += other_int
 *             stop += other_int
 */
    __pyx_t_1 = __pyx_f_6pandas_3lib_slice_get_indices_ex(__pyx_v_s, 0, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
      PyObject* sequence = __pyx_t_1;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 4)) {
        if (size > 4) __Pyx_RaiseTooManyValuesError(4);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      if (likely(PyTuple_CheckExact(sequence))) {
        __pyx_t_6 = PyTuple_GET_ITEM(sequence, 0); 
        __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); 
        __pyx_t_8 = PyTuple_GET_ITEM(sequence, 2); 
        __pyx_t_9 = PyTuple_GET_ITEM(sequence, 3); 
      } else {
        __pyx_t_6 = PyList_GET_ITEM(sequence, 0); 
        __pyx_t_7 = PyList_GET_ITEM(sequence, 1); 
        __pyx_t_8 = PyList_GET_ITEM(sequence, 2); 
        __pyx_t_9 = PyList_GET_ITEM(sequence, 3); 
      }
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(__pyx_t_7);
      __Pyx_INCREF(__pyx_t_8);
      __Pyx_INCREF(__pyx_t_9);
      #else
      {
        Py_ssize_t i;
        PyObject** temps[4] = {&__pyx_t_6,&__pyx_t_7,&__pyx_t_8,&__pyx_t_9};
        for (i=0; i < 4; i++) {
          PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(item);
          *(temps[i]) = item;
        }
      }
      #endif
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    } else {
      Py_ssize_t index = -1;
      PyObject** temps[4] = {&__pyx_t_6,&__pyx_t_7,&__pyx_t_8,&__pyx_t_9};
      __pyx_t_10 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_11 = Py_TYPE(__pyx_t_10)->tp_iternext;
      for (index=0; index < 4; index++) {
        PyObject* item = __pyx_t_11(__pyx_t_10); if (unlikely(!item)) goto __pyx_L7_unpacking_failed;
        __Pyx_GOTREF(item);
        *(temps[index]) = item;
      }
      if (__Pyx_IternextUnpackEndCheck(__pyx_t_11(__pyx_t_10), 4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_11 = NULL;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L8_unpacking_done;
      __pyx_L7_unpacking_failed:;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_11 = NULL;
      if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_L8_unpacking_done:;
    }
    __pyx_t_5 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_5 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_7); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_13 = __Pyx_PyIndex_AsSsize_t(__pyx_t_8); if (unlikely((__pyx_t_13 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_t_14 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_14 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_v_start = __pyx_t_5;
    __pyx_v_stop = __pyx_t_12;
    __pyx_v_step = __pyx_t_13;
    __pyx_v_l = __pyx_t_14;

    /* "pandas/lib.pyx":1718
 * 
 *             start, stop, step, l = slice_get_indices_ex(s)
 *             start += other_int             # <<<<<<<<<<<<<<
 *             stop += other_int
 * 
 */
    __pyx_v_start = (__pyx_v_start + __pyx_v_other_int);

    /* "pandas/lib.pyx":1719
 *             start, stop, step, l = slice_get_indices_ex(s)
 *             start += other_int
 *             stop += other_int             # <<<<<<<<<<<<<<
 * 
 *             if ((step > 0 and start < 0) or
 */
    __pyx_v_stop = (__pyx_v_stop + __pyx_v_other_int);

    /* "pandas/lib.pyx":1721
 *             stop += other_int
 * 
 *             if ((step > 0 and start < 0) or             # <<<<<<<<<<<<<<
 *                 (step < 0 and stop < step)):
 *                 raise ValueError("iadd causes length change")
 */
    __pyx_t_3 = ((__pyx_v_step > 0) != 0);
    if (!__pyx_t_3) {
      goto __pyx_L11_next_or;
    } else {
      goto __pyx_L12_next_and;
    }
    __pyx_L12_next_and:;
    __pyx_t_3 = ((__pyx_v_start < 0) != 0);
    if (!__pyx_t_3) {
      goto __pyx_L11_next_or;
    } else {
      __pyx_t_2 = __pyx_t_3;
      goto __pyx_L10_bool_binop_done;
    }
    __pyx_L11_next_or:;

    /* "pandas/lib.pyx":1722
 * 
 *             if ((step > 0 and start < 0) or
 *                 (step < 0 and stop < step)):             # <<<<<<<<<<<<<<
 *                 raise ValueError("iadd causes length change")
 * 
 */
    __pyx_t_3 = ((__pyx_v_step < 0) != 0);
    if (__pyx_t_3) {
      goto __pyx_L13_next_and;
    } else {
      __pyx_t_2 = __pyx_t_3;
      goto __pyx_L10_bool_binop_done;
    }
    __pyx_L13_next_and:;
    __pyx_t_3 = ((__pyx_v_stop < __pyx_v_step) != 0);
    __pyx_t_2 = __pyx_t_3;
    __pyx_L10_bool_binop_done:;
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1723
 *             if ((step > 0 and start < 0) or
 *                 (step < 0 and stop < step)):
 *                 raise ValueError("iadd causes length change")             # <<<<<<<<<<<<<<
 * 
 *             if stop < 0:
 */
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__23, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1723; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_Raise(__pyx_t_1, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1723; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":1725
 *                 raise ValueError("iadd causes length change")
 * 
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 self._as_slice = slice(start, None, step)
 *             else:
 */
    __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1726
 * 
 *             if stop < 0:
 *                 self._as_slice = slice(start, None, step)             # <<<<<<<<<<<<<<
 *             else:
 *                 self._as_slice = slice(start, stop, step)
 */
      __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_8 = PySlice_New(__pyx_t_1, Py_None, __pyx_t_9); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_GIVEREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_v_self->_as_slice);
      __Pyx_DECREF(__pyx_v_self->_as_slice);
      __pyx_v_self->_as_slice = ((PyObject*)__pyx_t_8);
      __pyx_t_8 = 0;
      goto __pyx_L14;
    }
    /*else*/ {

      /* "pandas/lib.pyx":1728
 *                 self._as_slice = slice(start, None, step)
 *             else:
 *                 self._as_slice = slice(start, stop, step)             # <<<<<<<<<<<<<<
 * 
 *             self._has_array = False
 */
      __pyx_t_8 = PyInt_FromSsize_t(__pyx_v_start); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_step); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = PySlice_New(__pyx_t_8, __pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1728; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_GIVEREF(__pyx_t_7);
      __Pyx_GOTREF(__pyx_v_self->_as_slice);
      __Pyx_DECREF(__pyx_v_self->_as_slice);
      __pyx_v_self->_as_slice = ((PyObject*)__pyx_t_7);
      __pyx_t_7 = 0;
    }
    __pyx_L14:;

    /* "pandas/lib.pyx":1730
 *                 self._as_slice = slice(start, stop, step)
 * 
 *             self._has_array = False             # <<<<<<<<<<<<<<
 *             self._as_array = None
 *         else:
 */
    __pyx_v_self->_has_array = 0;

    /* "pandas/lib.pyx":1731
 * 
 *             self._has_array = False
 *             self._as_array = None             # <<<<<<<<<<<<<<
 *         else:
 *             newarr = self.as_array + other
 */
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    __Pyx_GOTREF(__pyx_v_self->_as_array);
    __Pyx_DECREF(__pyx_v_self->_as_array);
    __pyx_v_self->_as_array = Py_None;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1733
 *             self._as_array = None
 *         else:
 *             newarr = self.as_array + other             # <<<<<<<<<<<<<<
 *             if (newarr < 0).any():
 *                 raise ValueError("iadd causes length change")
 */
    __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_as_array); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1733; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_1 = PyNumber_Add(__pyx_t_7, __pyx_v_other); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1733; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_v_newarr = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "pandas/lib.pyx":1734
 *         else:
 *             newarr = self.as_array + other
 *             if (newarr < 0).any():             # <<<<<<<<<<<<<<
 *                 raise ValueError("iadd causes length change")
 * 
 */
    __pyx_t_7 = PyObject_RichCompare(__pyx_v_newarr, __pyx_int_0, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_any); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_7 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_9))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_9);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_9);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_9, function);
      }
    }
    if (__pyx_t_7) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_9, __pyx_t_7); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    } else {
      __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_9); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_2) {

      /* "pandas/lib.pyx":1735
 *             newarr = self.as_array + other
 *             if (newarr < 0).any():
 *                 raise ValueError("iadd causes length change")             # <<<<<<<<<<<<<<
 * 
 *             self._as_array = newarr
 */
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__24, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_Raise(__pyx_t_1, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/lib.pyx":1737
 *                 raise ValueError("iadd causes length change")
 * 
 *             self._as_array = newarr             # <<<<<<<<<<<<<<
 *             self._has_array = True
 *             self._has_slice = False
 */
    __Pyx_INCREF(__pyx_v_newarr);
    __Pyx_GIVEREF(__pyx_v_newarr);
    __Pyx_GOTREF(__pyx_v_self->_as_array);
    __Pyx_DECREF(__pyx_v_self->_as_array);
    __pyx_v_self->_as_array = __pyx_v_newarr;

    /* "pandas/lib.pyx":1738
 * 
 *             self._as_array = newarr
 *             self._has_array = True             # <<<<<<<<<<<<<<
 *             self._has_slice = False
 *             self._as_slice = None
 */
    __pyx_v_self->_has_array = 1;

    /* "pandas/lib.pyx":1739
 *             self._as_array = newarr
 *             self._has_array = True
 *             self._has_slice = False             # <<<<<<<<<<<<<<
 *             self._as_slice = None
 * 
 */
    __pyx_v_self->_has_slice = 0;

    /* "pandas/lib.pyx":1740
 *             self._has_array = True
 *             self._has_slice = False
 *             self._as_slice = None             # <<<<<<<<<<<<<<
 * 
 *         return self
 */
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    __Pyx_GOTREF(__pyx_v_self->_as_slice);
    __Pyx_DECREF(__pyx_v_self->_as_slice);
    __pyx_v_self->_as_slice = ((PyObject*)Py_None);
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1742
 *             self._as_slice = None
 * 
 *         return self             # <<<<<<<<<<<<<<
 * 
 *     cdef BlockPlacement copy(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __pyx_r = ((PyObject *)__pyx_v_self);
  goto __pyx_L0;

  /* "pandas/lib.pyx":1707
 *                                              [o.as_array for o in others]))
 * 
 *     cdef iadd(self, other):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         cdef Py_ssize_t other_int, start, stop, step, l
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.iadd", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XDECREF(__pyx_v_newarr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1744
 *         return self
 * 
 *     cdef BlockPlacement copy(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

static struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_f_6pandas_3lib_14BlockPlacement_copy(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_v_s = 0;
  struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy", 0);

  /* "pandas/lib.pyx":1745
 * 
 *     cdef BlockPlacement copy(self):
 *         cdef slice s = self._ensure_has_slice()             # <<<<<<<<<<<<<<
 *         if s is not None:
 *             return BlockPlacement(s)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->_ensure_has_slice(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_s = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/lib.pyx":1746
 *     cdef BlockPlacement copy(self):
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:             # <<<<<<<<<<<<<<
 *             return BlockPlacement(s)
 *         else:
 */
  __pyx_t_2 = (__pyx_v_s != ((PyObject*)Py_None));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/lib.pyx":1747
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 *             return BlockPlacement(s)             # <<<<<<<<<<<<<<
 *         else:
 *             return BlockPlacement(self._as_array)
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1747; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_v_s);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_s);
    __Pyx_GIVEREF(__pyx_v_s);
    __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockPlacement)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1747; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_r = ((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_t_4);
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/lib.pyx":1749
 *             return BlockPlacement(s)
 *         else:
 *             return BlockPlacement(self._as_array)             # <<<<<<<<<<<<<<
 * 
 *     def add(self, other):
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1749; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_v_self->_as_array);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_self->_as_array);
    __Pyx_GIVEREF(__pyx_v_self->_as_array);
    __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockPlacement)), __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1749; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = ((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_t_1);
    __pyx_t_1 = 0;
    goto __pyx_L0;
  }

  /* "pandas/lib.pyx":1744
 *         return self
 * 
 *     cdef BlockPlacement copy(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_s);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1751
 *             return BlockPlacement(self._as_array)
 * 
 *     def add(self, other):             # <<<<<<<<<<<<<<
 *         return self.copy().iadd(other)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_25add(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_25add(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("add (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_24add(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_other));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_24add(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("add", 0);

  /* "pandas/lib.pyx":1752
 * 
 *     def add(self, other):
 *         return self.copy().iadd(other)             # <<<<<<<<<<<<<<
 * 
 *     def sub(self, other):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = ((PyObject *)((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)__pyx_v_self->__pyx_vtab)->copy(__pyx_v_self)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1752; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement *)((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_t_1)->__pyx_vtab)->iadd(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_t_1), __pyx_v_other); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1752; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1751
 *             return BlockPlacement(self._as_array)
 * 
 *     def add(self, other):             # <<<<<<<<<<<<<<
 *         return self.copy().iadd(other)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.add", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1754
 *         return self.copy().iadd(other)
 * 
 *     def sub(self, other):             # <<<<<<<<<<<<<<
 *         return self.add(-other)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_27sub(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14BlockPlacement_27sub(PyObject *__pyx_v_self, PyObject *__pyx_v_other) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("sub (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14BlockPlacement_26sub(((struct __pyx_obj_6pandas_3lib_BlockPlacement *)__pyx_v_self), ((PyObject *)__pyx_v_other));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14BlockPlacement_26sub(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self, PyObject *__pyx_v_other) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sub", 0);

  /* "pandas/lib.pyx":1755
 * 
 *     def sub(self, other):
 *         return self.add(-other)             # <<<<<<<<<<<<<<
 * 
 *     cdef slice _ensure_has_slice(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_add); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Negative(__pyx_v_other); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1755; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1754
 *         return self.copy().iadd(other)
 * 
 *     def sub(self, other):             # <<<<<<<<<<<<<<
 *         return self.add(-other)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement.sub", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/lib.pyx":1757
 *         return self.add(-other)
 * 
 *     cdef slice _ensure_has_slice(self):             # <<<<<<<<<<<<<<
 *         if not self._has_slice:
 *             self._as_slice = indexer_as_slice(self._as_array)
 */

static PyObject *__pyx_f_6pandas_3lib_14BlockPlacement__ensure_has_slice(struct __pyx_obj_6pandas_3lib_BlockPlacement *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_memviewslice __pyx_t_2 = { 0, 0, { 0 }, { 0 }, { 0 } };
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_ensure_has_slice", 0);

  /* "pandas/lib.pyx":1758
 * 
 *     cdef slice _ensure_has_slice(self):
 *         if not self._has_slice:             # <<<<<<<<<<<<<<
 *             self._as_slice = indexer_as_slice(self._as_array)
 *             self._has_slice = True
 */
  __pyx_t_1 = ((!(__pyx_v_self->_has_slice != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/lib.pyx":1759
 *     cdef slice _ensure_has_slice(self):
 *         if not self._has_slice:
 *             self._as_slice = indexer_as_slice(self._as_array)             # <<<<<<<<<<<<<<
 *             self._has_slice = True
 *         return self._as_slice
 */
    __pyx_t_2 = __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(__pyx_v_self->_as_array);
    if (unlikely(!__pyx_t_2.memview)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1759; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_f_6pandas_3lib_indexer_as_slice(__pyx_t_2, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1759; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __PYX_XDEC_MEMVIEW(&__pyx_t_2, 1);
    __Pyx_GIVEREF(__pyx_t_3);
    __Pyx_GOTREF(__pyx_v_self->_as_slice);
    __Pyx_DECREF(__pyx_v_self->_as_slice);
    __pyx_v_self->_as_slice = ((PyObject*)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/lib.pyx":1760
 *         if not self._has_slice:
 *             self._as_slice = indexer_as_slice(self._as_array)
 *             self._has_slice = True             # <<<<<<<<<<<<<<
 *         return self._as_slice
 * 
 */
    __pyx_v_self->_has_slice = 1;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/lib.pyx":1761
 *             self._as_slice = indexer_as_slice(self._as_array)
 *             self._has_slice = True
 *         return self._as_slice             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_as_slice);
  __pyx_r = __pyx_v_self->_as_slice;
  goto __pyx_L0;

  /* "pandas/lib.pyx":1757
 *         return self.add(-other)
 * 
 *     cdef slice _ensure_has_slice(self):             # <<<<<<<<<<<<<<
 *         if not self._has_slice:
 *             self._as_slice = indexer_as_slice(self._as_array)
 */

  /* function exit code */
  __pyx_L1_error:;
  __PYX_XDEC_MEMVIEW(&__pyx_t_2, 1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.BlockPlacement._ensure_has_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":18
 *         object arr, dummy, f, labels, typ, ityp, index
 * 
 *     def __init__(self, object arr, object f, axis=1, dummy=None,             # <<<<<<<<<<<<<<
 *                  labels=None):
 *         n, k = arr.shape
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_7Reducer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_7Reducer_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_axis = 0;
  PyObject *__pyx_v_dummy = 0;
  PyObject *__pyx_v_labels = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_f,&__pyx_n_s_axis,&__pyx_n_s_dummy,&__pyx_n_s_labels,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[2] = ((PyObject *)__pyx_int_1);
    values[3] = ((PyObject *)Py_None);

    /* "pandas/src/reduce.pyx":19
 * 
 *     def __init__(self, object arr, object f, axis=1, dummy=None,
 *                  labels=None):             # <<<<<<<<<<<<<<
 *         n, k = arr.shape
 * 
 */
    values[4] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 0, 2, 5, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_axis);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = values[0];
    __pyx_v_f = values[1];
    __pyx_v_axis = values[2];
    __pyx_v_dummy = values[3];
    __pyx_v_labels = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 2, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.Reducer.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_7Reducer___init__(((struct __pyx_obj_6pandas_3lib_Reducer *)__pyx_v_self), __pyx_v_arr, __pyx_v_f, __pyx_v_axis, __pyx_v_dummy, __pyx_v_labels);

  /* "pandas/src/reduce.pyx":18
 *         object arr, dummy, f, labels, typ, ityp, index
 * 
 *     def __init__(self, object arr, object f, axis=1, dummy=None,             # <<<<<<<<<<<<<<
 *                  labels=None):
 *         n, k = arr.shape
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_7Reducer___init__(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_arr, PyObject *__pyx_v_f, PyObject *__pyx_v_axis, PyObject *__pyx_v_dummy, PyObject *__pyx_v_labels) {
  PyObject *__pyx_v_n = NULL;
  PyObject *__pyx_v_k = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *(*__pyx_t_5)(PyObject *);
  int __pyx_t_6;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);
  __Pyx_INCREF(__pyx_v_arr);

  /* "pandas/src/reduce.pyx":20
 *     def __init__(self, object arr, object f, axis=1, dummy=None,
 *                  labels=None):
 *         n, k = arr.shape             # <<<<<<<<<<<<<<
 * 
 *         if axis == 0:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_shape); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if ((likely(PyTuple_CheckExact(__pyx_t_1))) || (PyList_CheckExact(__pyx_t_1))) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_3 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_4 = PyObject_GetIter(__pyx_t_1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_4)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_2)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_3 = __pyx_t_5(__pyx_t_4); if (unlikely(!__pyx_t_3)) goto __pyx_L3_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_3);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_4), 2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    goto __pyx_L4_unpacking_done;
    __pyx_L3_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L4_unpacking_done:;
  }
  __pyx_v_n = __pyx_t_2;
  __pyx_t_2 = 0;
  __pyx_v_k = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":22
 *         n, k = arr.shape
 * 
 *         if axis == 0:             # <<<<<<<<<<<<<<
 *             if not arr.flags.f_contiguous:
 *                 arr = arr.copy('F')
 */
  __pyx_t_1 = PyObject_RichCompare(__pyx_v_axis, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 22; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/reduce.pyx":23
 * 
 *         if axis == 0:
 *             if not arr.flags.f_contiguous:             # <<<<<<<<<<<<<<
 *                 arr = arr.copy('F')
 * 
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_f_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_7 = ((!__pyx_t_6) != 0);
    if (__pyx_t_7) {

      /* "pandas/src/reduce.pyx":24
 *         if axis == 0:
 *             if not arr.flags.f_contiguous:
 *                 arr = arr.copy('F')             # <<<<<<<<<<<<<<
 * 
 *             self.nresults = k
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_copy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__25, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF_SET(__pyx_v_arr, __pyx_t_1);
      __pyx_t_1 = 0;
      goto __pyx_L6;
    }
    __pyx_L6:;

    /* "pandas/src/reduce.pyx":26
 *                 arr = arr.copy('F')
 * 
 *             self.nresults = k             # <<<<<<<<<<<<<<
 *             self.chunksize = n
 *             self.increment = n * arr.dtype.itemsize
 */
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_k); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->nresults = __pyx_t_8;

    /* "pandas/src/reduce.pyx":27
 * 
 *             self.nresults = k
 *             self.chunksize = n             # <<<<<<<<<<<<<<
 *             self.increment = n * arr.dtype.itemsize
 *         else:
 */
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_n); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->chunksize = __pyx_t_8;

    /* "pandas/src/reduce.pyx":28
 *             self.nresults = k
 *             self.chunksize = n
 *             self.increment = n * arr.dtype.itemsize             # <<<<<<<<<<<<<<
 *         else:
 *             if not arr.flags.c_contiguous:
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_itemsize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyNumber_Multiply(__pyx_v_n, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 28; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_v_self->increment = __pyx_t_8;
    goto __pyx_L5;
  }
  /*else*/ {

    /* "pandas/src/reduce.pyx":30
 *             self.increment = n * arr.dtype.itemsize
 *         else:
 *             if not arr.flags.c_contiguous:             # <<<<<<<<<<<<<<
 *                 arr = arr.copy('C')
 * 
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_c_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_6 = ((!__pyx_t_7) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/reduce.pyx":31
 *         else:
 *             if not arr.flags.c_contiguous:
 *                 arr = arr.copy('C')             # <<<<<<<<<<<<<<
 * 
 *             self.nresults = n
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_copy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__26, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF_SET(__pyx_v_arr, __pyx_t_1);
      __pyx_t_1 = 0;
      goto __pyx_L7;
    }
    __pyx_L7:;

    /* "pandas/src/reduce.pyx":33
 *                 arr = arr.copy('C')
 * 
 *             self.nresults = n             # <<<<<<<<<<<<<<
 *             self.chunksize = k
 *             self.increment = k * arr.dtype.itemsize
 */
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_n); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->nresults = __pyx_t_8;

    /* "pandas/src/reduce.pyx":34
 * 
 *             self.nresults = n
 *             self.chunksize = k             # <<<<<<<<<<<<<<
 *             self.increment = k * arr.dtype.itemsize
 * 
 */
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_v_k); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->chunksize = __pyx_t_8;

    /* "pandas/src/reduce.pyx":35
 *             self.nresults = n
 *             self.chunksize = k
 *             self.increment = k * arr.dtype.itemsize             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_itemsize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = PyNumber_Multiply(__pyx_v_k, __pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_v_self->increment = __pyx_t_8;
  }
  __pyx_L5:;

  /* "pandas/src/reduce.pyx":38
 * 
 * 
 *         self.f = f             # <<<<<<<<<<<<<<
 *         self.arr = arr
 *         self.labels = labels
 */
  __Pyx_INCREF(__pyx_v_f);
  __Pyx_GIVEREF(__pyx_v_f);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = __pyx_v_f;

  /* "pandas/src/reduce.pyx":39
 * 
 *         self.f = f
 *         self.arr = arr             # <<<<<<<<<<<<<<
 *         self.labels = labels
 *         self.dummy, self.typ, self.index, self.ityp = self._check_dummy(dummy=dummy)
 */
  __Pyx_INCREF(__pyx_v_arr);
  __Pyx_GIVEREF(__pyx_v_arr);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = __pyx_v_arr;

  /* "pandas/src/reduce.pyx":40
 *         self.f = f
 *         self.arr = arr
 *         self.labels = labels             # <<<<<<<<<<<<<<
 *         self.dummy, self.typ, self.index, self.ityp = self._check_dummy(dummy=dummy)
 * 
 */
  __Pyx_INCREF(__pyx_v_labels);
  __Pyx_GIVEREF(__pyx_v_labels);
  __Pyx_GOTREF(__pyx_v_self->labels);
  __Pyx_DECREF(__pyx_v_self->labels);
  __pyx_v_self->labels = __pyx_v_labels;

  /* "pandas/src/reduce.pyx":41
 *         self.arr = arr
 *         self.labels = labels
 *         self.dummy, self.typ, self.index, self.ityp = self._check_dummy(dummy=dummy)             # <<<<<<<<<<<<<<
 * 
 *     def _check_dummy(self, dummy=None):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_check_dummy); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dummy, __pyx_v_dummy) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if ((likely(PyTuple_CheckExact(__pyx_t_2))) || (PyList_CheckExact(__pyx_t_2))) {
    PyObject* sequence = __pyx_t_2;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 4)) {
      if (size > 4) __Pyx_RaiseTooManyValuesError(4);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_1 = PyTuple_GET_ITEM(sequence, 1); 
      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 2); 
      __pyx_t_9 = PyTuple_GET_ITEM(sequence, 3); 
    } else {
      __pyx_t_3 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_1 = PyList_GET_ITEM(sequence, 1); 
      __pyx_t_4 = PyList_GET_ITEM(sequence, 2); 
      __pyx_t_9 = PyList_GET_ITEM(sequence, 3); 
    }
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_9);
    #else
    {
      Py_ssize_t i;
      PyObject** temps[4] = {&__pyx_t_3,&__pyx_t_1,&__pyx_t_4,&__pyx_t_9};
      for (i=0; i < 4; i++) {
        PyObject* item = PySequence_ITEM(sequence, i); if (unlikely(!item)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(item);
        *(temps[i]) = item;
      }
    }
    #endif
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    Py_ssize_t index = -1;
    PyObject** temps[4] = {&__pyx_t_3,&__pyx_t_1,&__pyx_t_4,&__pyx_t_9};
    __pyx_t_10 = PyObject_GetIter(__pyx_t_2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_5 = Py_TYPE(__pyx_t_10)->tp_iternext;
    for (index=0; index < 4; index++) {
      PyObject* item = __pyx_t_5(__pyx_t_10); if (unlikely(!item)) goto __pyx_L8_unpacking_failed;
      __Pyx_GOTREF(item);
      *(temps[index]) = item;
    }
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_5(__pyx_t_10), 4) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_5 = NULL;
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    goto __pyx_L9_unpacking_done;
    __pyx_L8_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __pyx_t_5 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L9_unpacking_done:;
  }
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->dummy);
  __Pyx_DECREF(__pyx_v_self->dummy);
  __pyx_v_self->dummy = __pyx_t_3;
  __pyx_t_3 = 0;
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = __pyx_t_1;
  __pyx_t_1 = 0;
  __Pyx_GIVEREF(__pyx_t_4);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_t_4;
  __pyx_t_4 = 0;
  __Pyx_GIVEREF(__pyx_t_9);
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = __pyx_t_9;
  __pyx_t_9 = 0;

  /* "pandas/src/reduce.pyx":18
 *         object arr, dummy, f, labels, typ, ityp, index
 * 
 *     def __init__(self, object arr, object f, axis=1, dummy=None,             # <<<<<<<<<<<<<<
 *                  labels=None):
 *         n, k = arr.shape
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("pandas.lib.Reducer.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_n);
  __Pyx_XDECREF(__pyx_v_k);
  __Pyx_XDECREF(__pyx_v_arr);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":43
 *         self.dummy, self.typ, self.index, self.ityp = self._check_dummy(dummy=dummy)
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         cdef object index=None, typ=None, ityp=None
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_dummy = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_check_dummy (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dummy,0};
    PyObject* values[1] = {0};
    values[0] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy);
          if (value) { values[0] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_check_dummy") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_dummy = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("_check_dummy", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.Reducer._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_7Reducer_2_check_dummy(((struct __pyx_obj_6pandas_3lib_Reducer *)__pyx_v_self), __pyx_v_dummy);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_7Reducer_2_check_dummy(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_dummy) {
  PyObject *__pyx_v_index = 0;
  PyObject *__pyx_v_typ = 0;
  PyObject *__pyx_v_ityp = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_check_dummy", 0);
  __Pyx_INCREF(__pyx_v_dummy);

  /* "pandas/src/reduce.pyx":44
 * 
 *     def _check_dummy(self, dummy=None):
 *         cdef object index=None, typ=None, ityp=None             # <<<<<<<<<<<<<<
 * 
 *         if dummy is None:
 */
  __Pyx_INCREF(Py_None);
  __pyx_v_index = Py_None;
  __Pyx_INCREF(Py_None);
  __pyx_v_typ = Py_None;
  __Pyx_INCREF(Py_None);
  __pyx_v_ityp = Py_None;

  /* "pandas/src/reduce.pyx":46
 *         cdef object index=None, typ=None, ityp=None
 * 
 *         if dummy is None:             # <<<<<<<<<<<<<<
 *             dummy = np.empty(self.chunksize, dtype=self.arr.dtype)
 * 
 */
  __pyx_t_1 = (__pyx_v_dummy == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/reduce.pyx":47
 * 
 *         if dummy is None:
 *             dummy = np.empty(self.chunksize, dtype=self.arr.dtype)             # <<<<<<<<<<<<<<
 * 
 *             # our ref is stolen later since we are creating this array
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_self->chunksize); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF_SET(__pyx_v_dummy, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/src/reduce.pyx":51
 *             # our ref is stolen later since we are creating this array
 *             # in cython, so increment first
 *             Py_INCREF(dummy)             # <<<<<<<<<<<<<<
 * 
 *         else:
 */
    Py_INCREF(__pyx_v_dummy);
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/src/reduce.pyx":56
 * 
 *             # we passed a series-like
 *             if hasattr(dummy,'values'):             # <<<<<<<<<<<<<<
 * 
 *                 typ = type(dummy)
 */
    __pyx_t_2 = PyObject_HasAttr(__pyx_v_dummy, __pyx_n_s_values); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":58
 *             if hasattr(dummy,'values'):
 * 
 *                 typ = type(dummy)             # <<<<<<<<<<<<<<
 *                 index = getattr(dummy,'index',None)
 *                 dummy = dummy.values
 */
      __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_v_dummy)));
      __Pyx_DECREF_SET(__pyx_v_typ, ((PyObject *)Py_TYPE(__pyx_v_dummy)));

      /* "pandas/src/reduce.pyx":59
 * 
 *                 typ = type(dummy)
 *                 index = getattr(dummy,'index',None)             # <<<<<<<<<<<<<<
 *                 dummy = dummy.values
 * 
 */
      __pyx_t_6 = __Pyx_GetAttr3(__pyx_v_dummy, __pyx_n_s_index, Py_None); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/src/reduce.pyx":60
 *                 typ = type(dummy)
 *                 index = getattr(dummy,'index',None)
 *                 dummy = dummy.values             # <<<<<<<<<<<<<<
 * 
 *             if dummy.dtype != self.arr.dtype:
 */
      __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_values); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF_SET(__pyx_v_dummy, __pyx_t_6);
      __pyx_t_6 = 0;
      goto __pyx_L4;
    }
    __pyx_L4:;

    /* "pandas/src/reduce.pyx":62
 *                 dummy = dummy.values
 * 
 *             if dummy.dtype != self.arr.dtype:             # <<<<<<<<<<<<<<
 *                 raise ValueError('Dummy array must be same dtype')
 *             if len(dummy) != self.chunksize:
 */
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_dtype); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyObject_RichCompare(__pyx_t_6, __pyx_t_3, Py_NE); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":63
 * 
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if len(dummy) != self.chunksize:
 *                 raise ValueError('Dummy array must be length %d' % self.chunksize)
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__27, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/src/reduce.pyx":64
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')
 *             if len(dummy) != self.chunksize:             # <<<<<<<<<<<<<<
 *                 raise ValueError('Dummy array must be length %d' % self.chunksize)
 * 
 */
    __pyx_t_7 = PyObject_Length(__pyx_v_dummy); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = ((__pyx_t_7 != __pyx_v_self->chunksize) != 0);
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":65
 *                 raise ValueError('Dummy array must be same dtype')
 *             if len(dummy) != self.chunksize:
 *                 raise ValueError('Dummy array must be length %d' % self.chunksize)             # <<<<<<<<<<<<<<
 * 
 *         return dummy, typ, index, ityp
 */
      __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_self->chunksize); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Dummy_array_must_be_length_d, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":67
 *                 raise ValueError('Dummy array must be length %d' % self.chunksize)
 * 
 *         return dummy, typ, index, ityp             # <<<<<<<<<<<<<<
 * 
 *     def get_result(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyTuple_New(4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 67; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_dummy);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_dummy);
  __Pyx_GIVEREF(__pyx_v_dummy);
  __Pyx_INCREF(__pyx_v_typ);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_typ);
  __Pyx_GIVEREF(__pyx_v_typ);
  __Pyx_INCREF(__pyx_v_index);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_v_index);
  __Pyx_GIVEREF(__pyx_v_index);
  __Pyx_INCREF(__pyx_v_ityp);
  PyTuple_SET_ITEM(__pyx_t_3, 3, __pyx_v_ityp);
  __Pyx_GIVEREF(__pyx_v_ityp);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":43
 *         self.dummy, self.typ, self.index, self.ityp = self._check_dummy(dummy=dummy)
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         cdef object index=None, typ=None, ityp=None
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.Reducer._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XDECREF(__pyx_v_typ);
  __Pyx_XDECREF(__pyx_v_ityp);
  __Pyx_XDECREF(__pyx_v_dummy);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":69
 *         return dummy, typ, index, ityp
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             char* dummy_buf
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_result (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_7Reducer_4get_result(((struct __pyx_obj_6pandas_3lib_Reducer *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_7Reducer_4get_result(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self) {
  char *__pyx_v_dummy_buf;
  PyArrayObject *__pyx_v_arr = 0;
  PyArrayObject *__pyx_v_result = 0;
  PyArrayObject *__pyx_v_chunk = 0;
  Py_ssize_t __pyx_v_i;
  CYTHON_UNUSED Py_ssize_t __pyx_v_incr;
  PyArrayIterObject *__pyx_v_it = 0;
  int __pyx_v_has_labels;
  PyObject *__pyx_v_res = 0;
  PyObject *__pyx_v_name = 0;
  PyObject *__pyx_v_labels = 0;
  PyObject *__pyx_v_cached_typ = 0;
  PyObject *__pyx_v_has_index = NULL;
  PyObject *__pyx_v_e = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  char *__pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  PyObject *__pyx_t_16 = NULL;
  int __pyx_t_17;
  char const *__pyx_t_18;
  PyObject *__pyx_t_19 = NULL;
  PyObject *__pyx_t_20 = NULL;
  PyObject *__pyx_t_21 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_result", 0);

  /* "pandas/src/reduce.pyx":77
 *             bint has_labels
 *             object res, name, labels, index
 *             object cached_typ=None             # <<<<<<<<<<<<<<
 * 
 *         arr = self.arr
 */
  __Pyx_INCREF(Py_None);
  __pyx_v_cached_typ = Py_None;

  /* "pandas/src/reduce.pyx":79
 *             object cached_typ=None
 * 
 *         arr = self.arr             # <<<<<<<<<<<<<<
 *         chunk = self.dummy
 *         dummy_buf = chunk.data
 */
  if (!(likely(((__pyx_v_self->arr) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_self->arr, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_v_self->arr;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_arr = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":80
 * 
 *         arr = self.arr
 *         chunk = self.dummy             # <<<<<<<<<<<<<<
 *         dummy_buf = chunk.data
 *         chunk.data = arr.data
 */
  if (!(likely(((__pyx_v_self->dummy) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_self->dummy, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_v_self->dummy;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_chunk = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":81
 *         arr = self.arr
 *         chunk = self.dummy
 *         dummy_buf = chunk.data             # <<<<<<<<<<<<<<
 *         chunk.data = arr.data
 *         labels = self.labels
 */
  __pyx_t_2 = __pyx_v_chunk->data;
  __pyx_v_dummy_buf = __pyx_t_2;

  /* "pandas/src/reduce.pyx":82
 *         chunk = self.dummy
 *         dummy_buf = chunk.data
 *         chunk.data = arr.data             # <<<<<<<<<<<<<<
 *         labels = self.labels
 *         has_labels = labels is not None
 */
  __pyx_t_2 = __pyx_v_arr->data;
  __pyx_v_chunk->data = __pyx_t_2;

  /* "pandas/src/reduce.pyx":83
 *         dummy_buf = chunk.data
 *         chunk.data = arr.data
 *         labels = self.labels             # <<<<<<<<<<<<<<
 *         has_labels = labels is not None
 *         has_index = self.index is not None
 */
  __pyx_t_1 = __pyx_v_self->labels;
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_labels = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":84
 *         chunk.data = arr.data
 *         labels = self.labels
 *         has_labels = labels is not None             # <<<<<<<<<<<<<<
 *         has_index = self.index is not None
 *         incr = self.increment
 */
  __pyx_t_3 = (__pyx_v_labels != Py_None);
  __pyx_v_has_labels = __pyx_t_3;

  /* "pandas/src/reduce.pyx":85
 *         labels = self.labels
 *         has_labels = labels is not None
 *         has_index = self.index is not None             # <<<<<<<<<<<<<<
 *         incr = self.increment
 * 
 */
  __pyx_t_3 = (__pyx_v_self->index != Py_None);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_t_3); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_has_index = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":86
 *         has_labels = labels is not None
 *         has_index = self.index is not None
 *         incr = self.increment             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  __pyx_t_4 = __pyx_v_self->increment;
  __pyx_v_incr = __pyx_t_4;

  /* "pandas/src/reduce.pyx":88
 *         incr = self.increment
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             for i in range(self.nresults):
 * 
 */
  /*try:*/ {
    {
      __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);
      /*try:*/ {

        /* "pandas/src/reduce.pyx":89
 * 
 *         try:
 *             for i in range(self.nresults):             # <<<<<<<<<<<<<<
 * 
 *                 if has_labels:
 */
        __pyx_t_4 = __pyx_v_self->nresults;
        for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_4; __pyx_t_8+=1) {
          __pyx_v_i = __pyx_t_8;

          /* "pandas/src/reduce.pyx":91
 *             for i in range(self.nresults):
 * 
 *                 if has_labels:             # <<<<<<<<<<<<<<
 *                     name = util.get_value_at(labels, i)
 *                 else:
 */
          __pyx_t_3 = (__pyx_v_has_labels != 0);
          if (__pyx_t_3) {

            /* "pandas/src/reduce.pyx":92
 * 
 *                 if has_labels:
 *                     name = util.get_value_at(labels, i)             # <<<<<<<<<<<<<<
 *                 else:
 *                     name = None
 */
            if (!(likely(((__pyx_v_labels) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_labels, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_9 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_v_labels), __pyx_t_1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_XDECREF_SET(__pyx_v_name, __pyx_t_9);
            __pyx_t_9 = 0;
            goto __pyx_L16;
          }
          /*else*/ {

            /* "pandas/src/reduce.pyx":94
 *                     name = util.get_value_at(labels, i)
 *                 else:
 *                     name = None             # <<<<<<<<<<<<<<
 * 
 *                 # create the cached type
 */
            __Pyx_INCREF(Py_None);
            __Pyx_XDECREF_SET(__pyx_v_name, Py_None);
          }
          __pyx_L16:;

          /* "pandas/src/reduce.pyx":98
 *                 # create the cached type
 *                 # each time just reassign the data
 *                 if i == 0:             # <<<<<<<<<<<<<<
 * 
 *                     if self.typ is not None:
 */
          __pyx_t_3 = ((__pyx_v_i == 0) != 0);
          if (__pyx_t_3) {

            /* "pandas/src/reduce.pyx":100
 *                 if i == 0:
 * 
 *                     if self.typ is not None:             # <<<<<<<<<<<<<<
 * 
 *                          # recreate with the index if supplied
 */
            __pyx_t_3 = (__pyx_v_self->typ != Py_None);
            __pyx_t_10 = (__pyx_t_3 != 0);
            if (__pyx_t_10) {

              /* "pandas/src/reduce.pyx":103
 * 
 *                          # recreate with the index if supplied
 *                          if has_index:             # <<<<<<<<<<<<<<
 * 
 *                              cached_typ = self.typ(chunk, index=self.index, name=name)
 */
              __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_v_has_index); if (unlikely(__pyx_t_10 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 103; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              if (__pyx_t_10) {

                /* "pandas/src/reduce.pyx":105
 *                          if has_index:
 * 
 *                              cached_typ = self.typ(chunk, index=self.index, name=name)             # <<<<<<<<<<<<<<
 * 
 *                          else:
 */
                __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_9);
                __Pyx_INCREF(((PyObject *)__pyx_v_chunk));
                PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_v_chunk));
                __Pyx_GIVEREF(((PyObject *)__pyx_v_chunk));
                __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_1);
                if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_index, __pyx_v_self->index) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_name_2, __pyx_v_name) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __pyx_t_11 = __Pyx_PyObject_Call(__pyx_v_self->typ, __pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 105; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_11);
                __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
                __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
                __Pyx_DECREF_SET(__pyx_v_cached_typ, __pyx_t_11);
                __pyx_t_11 = 0;
                goto __pyx_L19;
              }
              /*else*/ {

                /* "pandas/src/reduce.pyx":110
 * 
 *                              # use the passsed typ, sans index
 *                              cached_typ = self.typ(chunk, name=name)             # <<<<<<<<<<<<<<
 * 
 *                 # use the cached_typ if possible
 */
                __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_11);
                __Pyx_INCREF(((PyObject *)__pyx_v_chunk));
                PyTuple_SET_ITEM(__pyx_t_11, 0, ((PyObject *)__pyx_v_chunk));
                __Pyx_GIVEREF(((PyObject *)__pyx_v_chunk));
                __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_1);
                if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_name_2, __pyx_v_name) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __pyx_t_9 = __Pyx_PyObject_Call(__pyx_v_self->typ, __pyx_t_11, __pyx_t_1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_9);
                __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
                __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
                __Pyx_DECREF_SET(__pyx_v_cached_typ, __pyx_t_9);
                __pyx_t_9 = 0;
              }
              __pyx_L19:;
              goto __pyx_L18;
            }
            __pyx_L18:;
            goto __pyx_L17;
          }
          __pyx_L17:;

          /* "pandas/src/reduce.pyx":113
 * 
 *                 # use the cached_typ if possible
 *                 if cached_typ is not None:             # <<<<<<<<<<<<<<
 * 
 *                     if has_index:
 */
          __pyx_t_10 = (__pyx_v_cached_typ != Py_None);
          __pyx_t_3 = (__pyx_t_10 != 0);
          if (__pyx_t_3) {

            /* "pandas/src/reduce.pyx":115
 *                 if cached_typ is not None:
 * 
 *                     if has_index:             # <<<<<<<<<<<<<<
 *                         object.__setattr__(cached_typ, 'index', self.index)
 * 
 */
            __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_v_has_index); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            if (__pyx_t_3) {

              /* "pandas/src/reduce.pyx":116
 * 
 *                     if has_index:
 *                         object.__setattr__(cached_typ, 'index', self.index)             # <<<<<<<<<<<<<<
 * 
 *                     object.__setattr__(cached_typ._data._block, 'values', chunk)
 */
              __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_1);
              __pyx_t_11 = NULL;
              __pyx_t_12 = 0;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
                __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_1);
                if (likely(__pyx_t_11)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                  __Pyx_INCREF(__pyx_t_11);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_1, function);
                  __pyx_t_12 = 1;
                }
              }
              __pyx_t_13 = PyTuple_New(3+__pyx_t_12); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_13);
              if (__pyx_t_11) {
                PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
              }
              __Pyx_INCREF(__pyx_v_cached_typ);
              PyTuple_SET_ITEM(__pyx_t_13, 0+__pyx_t_12, __pyx_v_cached_typ);
              __Pyx_GIVEREF(__pyx_v_cached_typ);
              __Pyx_INCREF(__pyx_n_s_index);
              PyTuple_SET_ITEM(__pyx_t_13, 1+__pyx_t_12, __pyx_n_s_index);
              __Pyx_GIVEREF(__pyx_n_s_index);
              __Pyx_INCREF(__pyx_v_self->index);
              PyTuple_SET_ITEM(__pyx_t_13, 2+__pyx_t_12, __pyx_v_self->index);
              __Pyx_GIVEREF(__pyx_v_self->index);
              __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_13, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
              goto __pyx_L21;
            }
            __pyx_L21:;

            /* "pandas/src/reduce.pyx":118
 *                         object.__setattr__(cached_typ, 'index', self.index)
 * 
 *                     object.__setattr__(cached_typ._data._block, 'values', chunk)             # <<<<<<<<<<<<<<
 *                     object.__setattr__(cached_typ, 'name', name)
 *                     res = self.f(cached_typ)
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_typ, __pyx_n_s_data); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_13);
            __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_block); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_11);
            __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
            __pyx_t_13 = NULL;
            __pyx_t_12 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_13)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_13);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
                __pyx_t_12 = 1;
              }
            }
            __pyx_t_14 = PyTuple_New(3+__pyx_t_12); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_14);
            if (__pyx_t_13) {
              PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_13); __Pyx_GIVEREF(__pyx_t_13); __pyx_t_13 = NULL;
            }
            PyTuple_SET_ITEM(__pyx_t_14, 0+__pyx_t_12, __pyx_t_11);
            __Pyx_GIVEREF(__pyx_t_11);
            __Pyx_INCREF(__pyx_n_s_values);
            PyTuple_SET_ITEM(__pyx_t_14, 1+__pyx_t_12, __pyx_n_s_values);
            __Pyx_GIVEREF(__pyx_n_s_values);
            __Pyx_INCREF(((PyObject *)__pyx_v_chunk));
            PyTuple_SET_ITEM(__pyx_t_14, 2+__pyx_t_12, ((PyObject *)__pyx_v_chunk));
            __Pyx_GIVEREF(((PyObject *)__pyx_v_chunk));
            __pyx_t_11 = 0;
            __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_14, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

            /* "pandas/src/reduce.pyx":119
 * 
 *                     object.__setattr__(cached_typ._data._block, 'values', chunk)
 *                     object.__setattr__(cached_typ, 'name', name)             # <<<<<<<<<<<<<<
 *                     res = self.f(cached_typ)
 *                 else:
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_14 = NULL;
            __pyx_t_12 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_14)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_14);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
                __pyx_t_12 = 1;
              }
            }
            __pyx_t_11 = PyTuple_New(3+__pyx_t_12); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_11);
            if (__pyx_t_14) {
              PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = NULL;
            }
            __Pyx_INCREF(__pyx_v_cached_typ);
            PyTuple_SET_ITEM(__pyx_t_11, 0+__pyx_t_12, __pyx_v_cached_typ);
            __Pyx_GIVEREF(__pyx_v_cached_typ);
            __Pyx_INCREF(__pyx_n_s_name_2);
            PyTuple_SET_ITEM(__pyx_t_11, 1+__pyx_t_12, __pyx_n_s_name_2);
            __Pyx_GIVEREF(__pyx_n_s_name_2);
            __Pyx_INCREF(__pyx_v_name);
            PyTuple_SET_ITEM(__pyx_t_11, 2+__pyx_t_12, __pyx_v_name);
            __Pyx_GIVEREF(__pyx_v_name);
            __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_11, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

            /* "pandas/src/reduce.pyx":120
 *                     object.__setattr__(cached_typ._data._block, 'values', chunk)
 *                     object.__setattr__(cached_typ, 'name', name)
 *                     res = self.f(cached_typ)             # <<<<<<<<<<<<<<
 *                 else:
 *                     res = self.f(chunk)
 */
            __Pyx_INCREF(__pyx_v_self->f);
            __pyx_t_1 = __pyx_v_self->f; __pyx_t_11 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_11)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_11);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            if (!__pyx_t_11) {
              __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_cached_typ); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
            } else {
              __pyx_t_14 = PyTuple_New(1+1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_14);
              PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
              __Pyx_INCREF(__pyx_v_cached_typ);
              PyTuple_SET_ITEM(__pyx_t_14, 0+1, __pyx_v_cached_typ);
              __Pyx_GIVEREF(__pyx_v_cached_typ);
              __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_14, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
            }
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_XDECREF_SET(__pyx_v_res, __pyx_t_9);
            __pyx_t_9 = 0;
            goto __pyx_L20;
          }
          /*else*/ {

            /* "pandas/src/reduce.pyx":122
 *                     res = self.f(cached_typ)
 *                 else:
 *                     res = self.f(chunk)             # <<<<<<<<<<<<<<
 * 
 *                 if hasattr(res,'values'):
 */
            __Pyx_INCREF(__pyx_v_self->f);
            __pyx_t_1 = __pyx_v_self->f; __pyx_t_14 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_14)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_14);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            if (!__pyx_t_14) {
              __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_1, ((PyObject *)__pyx_v_chunk)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
            } else {
              __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_11);
              PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = NULL;
              __Pyx_INCREF(((PyObject *)__pyx_v_chunk));
              PyTuple_SET_ITEM(__pyx_t_11, 0+1, ((PyObject *)__pyx_v_chunk));
              __Pyx_GIVEREF(((PyObject *)__pyx_v_chunk));
              __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_11, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
            }
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_XDECREF_SET(__pyx_v_res, __pyx_t_9);
            __pyx_t_9 = 0;
          }
          __pyx_L20:;

          /* "pandas/src/reduce.pyx":124
 *                     res = self.f(chunk)
 * 
 *                 if hasattr(res,'values'):             # <<<<<<<<<<<<<<
 *                     res = res.values
 *                 if i == 0:
 */
          __pyx_t_3 = PyObject_HasAttr(__pyx_v_res, __pyx_n_s_values); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
          __pyx_t_10 = (__pyx_t_3 != 0);
          if (__pyx_t_10) {

            /* "pandas/src/reduce.pyx":125
 * 
 *                 if hasattr(res,'values'):
 *                     res = res.values             # <<<<<<<<<<<<<<
 *                 if i == 0:
 *                     result = self._get_result_array(res)
 */
            __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_res, __pyx_n_s_values); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_9);
            __pyx_t_9 = 0;
            goto __pyx_L22;
          }
          __pyx_L22:;

          /* "pandas/src/reduce.pyx":126
 *                 if hasattr(res,'values'):
 *                     res = res.values
 *                 if i == 0:             # <<<<<<<<<<<<<<
 *                     result = self._get_result_array(res)
 *                     it = <flatiter> PyArray_IterNew(result)
 */
          __pyx_t_10 = ((__pyx_v_i == 0) != 0);
          if (__pyx_t_10) {

            /* "pandas/src/reduce.pyx":127
 *                     res = res.values
 *                 if i == 0:
 *                     result = self._get_result_array(res)             # <<<<<<<<<<<<<<
 *                     it = <flatiter> PyArray_IterNew(result)
 * 
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_result_array); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_11 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_11)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_11);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            if (!__pyx_t_11) {
              __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_res); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
            } else {
              __pyx_t_14 = PyTuple_New(1+1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_14);
              PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
              __Pyx_INCREF(__pyx_v_res);
              PyTuple_SET_ITEM(__pyx_t_14, 0+1, __pyx_v_res);
              __Pyx_GIVEREF(__pyx_v_res);
              __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_14, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
            }
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_9));
            __pyx_t_9 = 0;

            /* "pandas/src/reduce.pyx":128
 *                 if i == 0:
 *                     result = self._get_result_array(res)
 *                     it = <flatiter> PyArray_IterNew(result)             # <<<<<<<<<<<<<<
 * 
 *                 PyArray_SETITEM(result, PyArray_ITER_DATA(it), res)
 */
            __pyx_t_9 = PyArray_IterNew(((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __pyx_t_1 = __pyx_t_9;
            __Pyx_INCREF(__pyx_t_1);
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
            __Pyx_XDECREF_SET(__pyx_v_it, ((PyArrayIterObject *)__pyx_t_1));
            __pyx_t_1 = 0;
            goto __pyx_L23;
          }
          __pyx_L23:;

          /* "pandas/src/reduce.pyx":130
 *                     it = <flatiter> PyArray_IterNew(result)
 * 
 *                 PyArray_SETITEM(result, PyArray_ITER_DATA(it), res)             # <<<<<<<<<<<<<<
 *                 chunk.data = chunk.data + self.increment
 *                 PyArray_ITER_NEXT(it)
 */
          if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L6_error;} }
          if (unlikely(!__pyx_v_it)) { __Pyx_RaiseUnboundLocalError("it"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L6_error;} }
          PyArray_SETITEM(__pyx_v_result, PyArray_ITER_DATA(__pyx_v_it), __pyx_v_res);

          /* "pandas/src/reduce.pyx":131
 * 
 *                 PyArray_SETITEM(result, PyArray_ITER_DATA(it), res)
 *                 chunk.data = chunk.data + self.increment             # <<<<<<<<<<<<<<
 *                 PyArray_ITER_NEXT(it)
 *         except Exception, e:
 */
          __pyx_v_chunk->data = (__pyx_v_chunk->data + __pyx_v_self->increment);

          /* "pandas/src/reduce.pyx":132
 *                 PyArray_SETITEM(result, PyArray_ITER_DATA(it), res)
 *                 chunk.data = chunk.data + self.increment
 *                 PyArray_ITER_NEXT(it)             # <<<<<<<<<<<<<<
 *         except Exception, e:
 *             if hasattr(e, 'args'):
 */
          if (unlikely(!__pyx_v_it)) { __Pyx_RaiseUnboundLocalError("it"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L6_error;} }
          PyArray_ITER_NEXT(__pyx_v_it);
        }
      }
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L13_try_end;
      __pyx_L6_error:;
      __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "pandas/src/reduce.pyx":133
 *                 chunk.data = chunk.data + self.increment
 *                 PyArray_ITER_NEXT(it)
 *         except Exception, e:             # <<<<<<<<<<<<<<
 *             if hasattr(e, 'args'):
 *                 e.args = e.args + (i,)
 */
      __pyx_t_15 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
      if (__pyx_t_15) {
        __Pyx_AddTraceback("pandas.lib.Reducer.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_9, &__pyx_t_14) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_GOTREF(__pyx_t_9);
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_INCREF(__pyx_t_9);
        __pyx_v_e = __pyx_t_9;

        /* "pandas/src/reduce.pyx":134
 *                 PyArray_ITER_NEXT(it)
 *         except Exception, e:
 *             if hasattr(e, 'args'):             # <<<<<<<<<<<<<<
 *                 e.args = e.args + (i,)
 *             raise
 */
        __pyx_t_10 = PyObject_HasAttr(__pyx_v_e, __pyx_n_s_args); if (unlikely(__pyx_t_10 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __pyx_t_3 = (__pyx_t_10 != 0);
        if (__pyx_t_3) {

          /* "pandas/src/reduce.pyx":135
 *         except Exception, e:
 *             if hasattr(e, 'args'):
 *                 e.args = e.args + (i,)             # <<<<<<<<<<<<<<
 *             raise
 *         finally:
 */
          __pyx_t_11 = __Pyx_PyObject_GetAttrStr(__pyx_v_e, __pyx_n_s_args); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          __Pyx_GOTREF(__pyx_t_11);
          __pyx_t_13 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          __Pyx_GOTREF(__pyx_t_13);
          __pyx_t_16 = PyTuple_New(1); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          __Pyx_GOTREF(__pyx_t_16);
          PyTuple_SET_ITEM(__pyx_t_16, 0, __pyx_t_13);
          __Pyx_GIVEREF(__pyx_t_13);
          __pyx_t_13 = 0;
          __pyx_t_13 = PyNumber_Add(__pyx_t_11, __pyx_t_16); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          __Pyx_GOTREF(__pyx_t_13);
          __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
          __Pyx_DECREF(__pyx_t_16); __pyx_t_16 = 0;
          if (__Pyx_PyObject_SetAttrStr(__pyx_v_e, __pyx_n_s_args, __pyx_t_13) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
          goto __pyx_L26;
        }
        __pyx_L26:;

        /* "pandas/src/reduce.pyx":136
 *             if hasattr(e, 'args'):
 *                 e.args = e.args + (i,)
 *             raise             # <<<<<<<<<<<<<<
 *         finally:
 *             # so we don't free the wrong memory
 */
        __Pyx_GIVEREF(__pyx_t_1);
        __Pyx_GIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_14);
        __Pyx_ErrRestore(__pyx_t_1, __pyx_t_9, __pyx_t_14);
        __pyx_t_1 = 0; __pyx_t_9 = 0; __pyx_t_14 = 0; 
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
      }
      goto __pyx_L8_except_error;
      __pyx_L8_except_error:;
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
      goto __pyx_L4_error;
      __pyx_L13_try_end:;
    }
  }

  /* "pandas/src/reduce.pyx":139
 *         finally:
 *             # so we don't free the wrong memory
 *             chunk.data = dummy_buf             # <<<<<<<<<<<<<<
 * 
 *         if result.dtype == np.object_:
 */
  /*finally:*/ {
    /*normal exit:*/{
      __pyx_v_chunk->data = __pyx_v_dummy_buf;
      goto __pyx_L5;
    }
    /*exception exit:*/{
      __pyx_L4_error:;
      __pyx_t_7 = 0; __pyx_t_6 = 0; __pyx_t_5 = 0; __pyx_t_19 = 0; __pyx_t_20 = 0; __pyx_t_21 = 0;
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_16); __pyx_t_16 = 0;
      __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_19, &__pyx_t_20, &__pyx_t_21);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_7, &__pyx_t_6, &__pyx_t_5) < 0)) __Pyx_ErrFetch(&__pyx_t_7, &__pyx_t_6, &__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_19);
      __Pyx_XGOTREF(__pyx_t_20);
      __Pyx_XGOTREF(__pyx_t_21);
      __pyx_t_15 = __pyx_lineno; __pyx_t_17 = __pyx_clineno; __pyx_t_18 = __pyx_filename;
      {
        __pyx_v_chunk->data = __pyx_v_dummy_buf;
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_19);
        __Pyx_XGIVEREF(__pyx_t_20);
        __Pyx_XGIVEREF(__pyx_t_21);
        __Pyx_ExceptionReset(__pyx_t_19, __pyx_t_20, __pyx_t_21);
      }
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ErrRestore(__pyx_t_7, __pyx_t_6, __pyx_t_5);
      __pyx_t_7 = 0; __pyx_t_6 = 0; __pyx_t_5 = 0; __pyx_t_19 = 0; __pyx_t_20 = 0; __pyx_t_21 = 0;
      __pyx_lineno = __pyx_t_15; __pyx_clineno = __pyx_t_17; __pyx_filename = __pyx_t_18;
      goto __pyx_L1_error;
    }
    __pyx_L5:;
  }

  /* "pandas/src/reduce.pyx":141
 *             chunk.data = dummy_buf
 * 
 *         if result.dtype == np.object_:             # <<<<<<<<<<<<<<
 *             result = maybe_convert_objects(result)
 * 
 */
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_14 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_dtype); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_14);
  __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_object_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = PyObject_RichCompare(__pyx_t_14, __pyx_t_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  if (__pyx_t_3) {

    /* "pandas/src/reduce.pyx":142
 * 
 *         if result.dtype == np.object_:
 *             result = maybe_convert_objects(result)             # <<<<<<<<<<<<<<
 * 
 *         return result
 */
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_14 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_14)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_14);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
      }
    }
    if (!__pyx_t_14) {
      __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_1, ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
    } else {
      __pyx_t_13 = PyTuple_New(1+1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_13);
      PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_result));
      PyTuple_SET_ITEM(__pyx_t_13, 0+1, ((PyObject *)__pyx_v_result));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_13, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_9));
    __pyx_t_9 = 0;
    goto __pyx_L29;
  }
  __pyx_L29:;

  /* "pandas/src/reduce.pyx":144
 *             result = maybe_convert_objects(result)
 * 
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     def _get_result_array(self, object res):
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 144; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":69
 *         return dummy, typ, index, ityp
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             char* dummy_buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_XDECREF(__pyx_t_16);
  __Pyx_AddTraceback("pandas.lib.Reducer.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_chunk);
  __Pyx_XDECREF((PyObject *)__pyx_v_it);
  __Pyx_XDECREF(__pyx_v_res);
  __Pyx_XDECREF(__pyx_v_name);
  __Pyx_XDECREF(__pyx_v_labels);
  __Pyx_XDECREF(__pyx_v_cached_typ);
  __Pyx_XDECREF(__pyx_v_has_index);
  __Pyx_XDECREF(__pyx_v_e);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":146
 *         return result
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_7Reducer_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_result_array (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_7Reducer_6_get_result_array(((struct __pyx_obj_6pandas_3lib_Reducer *)__pyx_v_self), ((PyObject *)__pyx_v_res));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_7Reducer_6_get_result_array(struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_get_result_array", 0);

  /* "pandas/src/reduce.pyx":147
 * 
 *     def _get_result_array(self, object res):
 *         try:             # <<<<<<<<<<<<<<
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy)))
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/reduce.pyx":148
 *     def _get_result_array(self, object res):
 *         try:
 *             assert(not isinstance(res, np.ndarray))             # <<<<<<<<<<<<<<
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy)))
 * 
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_res, ((PyObject*)__pyx_ptype_5numpy_ndarray)); 
        if (unlikely(!((!(__pyx_t_4 != 0)) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 148; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":149
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy)))             # <<<<<<<<<<<<<<
 * 
 *             result = np.empty(self.nresults, dtype='O')
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_5 = PyList_Check(__pyx_v_res); 
        __pyx_t_6 = (__pyx_t_5 != 0);
        if (__pyx_t_6) {
          goto __pyx_L12_next_and;
        } else {
          __pyx_t_4 = __pyx_t_6;
          goto __pyx_L11_bool_binop_done;
        }
        __pyx_L12_next_and:;
        __pyx_t_7 = PyObject_Length(__pyx_v_res); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __pyx_t_8 = __pyx_v_self->dummy;
        __Pyx_INCREF(__pyx_t_8);
        __pyx_t_9 = PyObject_Length(__pyx_t_8); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_6 = ((__pyx_t_7 == __pyx_t_9) != 0);
        __pyx_t_4 = __pyx_t_6;
        __pyx_L11_bool_binop_done:;
        if (unlikely(!((!__pyx_t_4) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 149; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":151
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy)))
 * 
 *             result = np.empty(self.nresults, dtype='O')             # <<<<<<<<<<<<<<
 *             result[0] = res
 *         except Exception:
 */
      __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_empty); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyInt_FromSsize_t(__pyx_v_self->nresults); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_11);
      PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_8);
      __Pyx_GIVEREF(__pyx_t_8);
      __pyx_t_8 = 0;
      __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_11, __pyx_t_8); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_result = __pyx_t_12;
      __pyx_t_12 = 0;

      /* "pandas/src/reduce.pyx":152
 * 
 *             result = np.empty(self.nresults, dtype='O')
 *             result[0] = res             # <<<<<<<<<<<<<<
 *         except Exception:
 *             raise ValueError('function does not reduce')
 */
      if (unlikely(__Pyx_SetItemInt(__pyx_v_result, 0, __pyx_v_res, long, 1, __Pyx_PyInt_From_long, 0, 0, 1) < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 152; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L10_try_end;
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;

    /* "pandas/src/reduce.pyx":153
 *             result = np.empty(self.nresults, dtype='O')
 *             result[0] = res
 *         except Exception:             # <<<<<<<<<<<<<<
 *             raise ValueError('function does not reduce')
 *         return result
 */
    __pyx_t_13 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_13) {
      __Pyx_AddTraceback("pandas.lib.Reducer._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_12, &__pyx_t_8, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 153; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_11);

      /* "pandas/src/reduce.pyx":154
 *             result[0] = res
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
      __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__28, NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_Raise(__pyx_t_10, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L10_try_end:;
  }

  /* "pandas/src/reduce.pyx":155
 *         except Exception:
 *             raise ValueError('function does not reduce')
 *         return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":146
 *         return result
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_AddTraceback("pandas.lib.Reducer._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":169
 *         object arr, index, dummy_arr, dummy_index, values, f, bins, typ, ityp, name
 * 
 *     def __init__(self, object series, object f, object bins, object dummy):             # <<<<<<<<<<<<<<
 *         n = len(series)
 * 
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_series = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_bins = 0;
  PyObject *__pyx_v_dummy = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_series,&__pyx_n_s_f,&__pyx_n_s_bins,&__pyx_n_s_dummy,0};
    PyObject* values[4] = {0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_series)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 4, 4, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_bins)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 4, 4, 2); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 4, 4, 3); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 4) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
    }
    __pyx_v_series = values[0];
    __pyx_v_f = values[1];
    __pyx_v_bins = values[2];
    __pyx_v_dummy = values[3];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 4, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 169; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper___init__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), __pyx_v_series, __pyx_v_f, __pyx_v_bins, __pyx_v_dummy);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper___init__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_series, PyObject *__pyx_v_f, PyObject *__pyx_v_bins, PyObject *__pyx_v_dummy) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_values = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/src/reduce.pyx":170
 * 
 *     def __init__(self, object series, object f, object bins, object dummy):
 *         n = len(series)             # <<<<<<<<<<<<<<
 * 
 *         self.bins = bins
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_series); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/reduce.pyx":172
 *         n = len(series)
 * 
 *         self.bins = bins             # <<<<<<<<<<<<<<
 *         self.f = f
 * 
 */
  __Pyx_INCREF(__pyx_v_bins);
  __Pyx_GIVEREF(__pyx_v_bins);
  __Pyx_GOTREF(__pyx_v_self->bins);
  __Pyx_DECREF(__pyx_v_self->bins);
  __pyx_v_self->bins = __pyx_v_bins;

  /* "pandas/src/reduce.pyx":173
 * 
 *         self.bins = bins
 *         self.f = f             # <<<<<<<<<<<<<<
 * 
 *         values = series.values
 */
  __Pyx_INCREF(__pyx_v_f);
  __Pyx_GIVEREF(__pyx_v_f);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = __pyx_v_f;

  /* "pandas/src/reduce.pyx":175
 *         self.f = f
 * 
 *         values = series.values             # <<<<<<<<<<<<<<
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_values); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_values = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":176
 * 
 *         values = series.values
 *         if not values.flags.c_contiguous:             # <<<<<<<<<<<<<<
 *             values = values.copy('C')
 *         self.arr = values
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_c_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 176; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_5 = ((!__pyx_t_4) != 0);
  if (__pyx_t_5) {

    /* "pandas/src/reduce.pyx":177
 *         values = series.values
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')             # <<<<<<<<<<<<<<
 *         self.arr = values
 *         self.typ = type(series)
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_copy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__29, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":178
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')
 *         self.arr = values             # <<<<<<<<<<<<<<
 *         self.typ = type(series)
 *         self.ityp = type(series.index)
 */
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = __pyx_v_values;

  /* "pandas/src/reduce.pyx":179
 *             values = values.copy('C')
 *         self.arr = values
 *         self.typ = type(series)             # <<<<<<<<<<<<<<
 *         self.ityp = type(series.index)
 *         self.index = series.index.values
 */
  __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_v_series)));
  __Pyx_GIVEREF(((PyObject *)Py_TYPE(__pyx_v_series)));
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = ((PyObject *)Py_TYPE(__pyx_v_series));

  /* "pandas/src/reduce.pyx":180
 *         self.arr = values
 *         self.typ = type(series)
 *         self.ityp = type(series.index)             # <<<<<<<<<<<<<<
 *         self.index = series.index.values
 *         self.name = getattr(series,'name',None)
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_t_2)));
  __Pyx_GIVEREF(((PyObject *)Py_TYPE(__pyx_t_2)));
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = ((PyObject *)Py_TYPE(__pyx_t_2));
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":181
 *         self.typ = type(series)
 *         self.ityp = type(series.index)
 *         self.index = series.index.values             # <<<<<<<<<<<<<<
 *         self.name = getattr(series,'name',None)
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":182
 *         self.ityp = type(series.index)
 *         self.index = series.index.values
 *         self.name = getattr(series,'name',None)             # <<<<<<<<<<<<<<
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)
 */
  __pyx_t_3 = __Pyx_GetAttr3(__pyx_v_series, __pyx_n_s_name_2, Py_None); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":184
 *         self.name = getattr(series,'name',None)
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)             # <<<<<<<<<<<<<<
 *         self.passed_dummy = dummy is not None
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_check_dummy); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_6) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_dummy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
    __Pyx_INCREF(__pyx_v_dummy);
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_dummy);
    __Pyx_GIVEREF(__pyx_v_dummy);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
    PyObject* sequence = __pyx_t_3;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_7 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_7);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    #endif
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_6 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_8 = Py_TYPE(__pyx_t_6)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_8(__pyx_t_6); if (unlikely(!__pyx_t_2)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_7 = __pyx_t_8(__pyx_t_6); if (unlikely(!__pyx_t_7)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_7);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_6), 2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_8 = NULL;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L5_unpacking_done;
    __pyx_L4_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_8 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L5_unpacking_done:;
  }
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = __pyx_t_2;
  __pyx_t_2 = 0;
  __Pyx_GIVEREF(__pyx_t_7);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = __pyx_t_7;
  __pyx_t_7 = 0;

  /* "pandas/src/reduce.pyx":185
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)
 *         self.passed_dummy = dummy is not None             # <<<<<<<<<<<<<<
 * 
 *         # kludge for #1688
 */
  __pyx_t_5 = (__pyx_v_dummy != Py_None);
  __pyx_v_self->passed_dummy = __pyx_t_5;

  /* "pandas/src/reduce.pyx":188
 * 
 *         # kludge for #1688
 *         if len(bins) > 0 and bins[-1] == len(series):             # <<<<<<<<<<<<<<
 *             self.ngroups = len(bins)
 *         else:
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_bins); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = ((__pyx_t_1 > 0) != 0);
  if (__pyx_t_4) {
    goto __pyx_L8_next_and;
  } else {
    __pyx_t_5 = __pyx_t_4;
    goto __pyx_L7_bool_binop_done;
  }
  __pyx_L8_next_and:;
  __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_bins, -1, long, 1, __Pyx_PyInt_From_long, 0, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = PyObject_Length(__pyx_v_series); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = PyInt_FromSsize_t(__pyx_t_1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_2 = PyObject_RichCompare(__pyx_t_3, __pyx_t_7, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = __pyx_t_4;
  __pyx_L7_bool_binop_done:;
  if (__pyx_t_5) {

    /* "pandas/src/reduce.pyx":189
 *         # kludge for #1688
 *         if len(bins) > 0 and bins[-1] == len(series):
 *             self.ngroups = len(bins)             # <<<<<<<<<<<<<<
 *         else:
 *             self.ngroups = len(bins) + 1
 */
    __pyx_t_1 = PyObject_Length(__pyx_v_bins); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->ngroups = __pyx_t_1;
    goto __pyx_L6;
  }
  /*else*/ {

    /* "pandas/src/reduce.pyx":191
 *             self.ngroups = len(bins)
 *         else:
 *             self.ngroups = len(bins) + 1             # <<<<<<<<<<<<<<
 * 
 *     def _check_dummy(self, dummy=None):
 */
    __pyx_t_1 = PyObject_Length(__pyx_v_bins); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_self->ngroups = (__pyx_t_1 + 1);
  }
  __pyx_L6:;

  /* "pandas/src/reduce.pyx":169
 *         object arr, index, dummy_arr, dummy_index, values, f, bins, typ, ityp, name
 * 
 *     def __init__(self, object series, object f, object bins, object dummy):             # <<<<<<<<<<<<<<
 *         n = len(series)
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":193
 *             self.ngroups = len(bins) + 1
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         # both values and index must be an ndarray!
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_dummy = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_check_dummy (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dummy,0};
    PyObject* values[1] = {0};
    values[0] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy);
          if (value) { values[0] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_check_dummy") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_dummy = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("_check_dummy", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 193; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_2_check_dummy(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), __pyx_v_dummy);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_2_check_dummy(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_dummy) {
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_index = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_check_dummy", 0);

  /* "pandas/src/reduce.pyx":196
 *         # both values and index must be an ndarray!
 * 
 *         if dummy is None:             # <<<<<<<<<<<<<<
 *             values = np.empty(0, dtype=self.arr.dtype)
 *             index = None
 */
  __pyx_t_1 = (__pyx_v_dummy == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/reduce.pyx":197
 * 
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)             # <<<<<<<<<<<<<<
 *             index = None
 *         else:
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_5) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__30, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_values = __pyx_t_5;
    __pyx_t_5 = 0;

    /* "pandas/src/reduce.pyx":198
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)
 *             index = None             # <<<<<<<<<<<<<<
 *         else:
 *             values = dummy.values
 */
    __Pyx_INCREF(Py_None);
    __pyx_v_index = Py_None;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/src/reduce.pyx":200
 *             index = None
 *         else:
 *             values = dummy.values             # <<<<<<<<<<<<<<
 *             if values.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_values); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 200; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_v_values = __pyx_t_5;
    __pyx_t_5 = 0;

    /* "pandas/src/reduce.pyx":201
 *         else:
 *             values = dummy.values
 *             if values.dtype != self.arr.dtype:             # <<<<<<<<<<<<<<
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_dtype); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_RichCompare(__pyx_t_5, __pyx_t_3, Py_NE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 201; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":202
 *             values = dummy.values
 *             if values.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__31, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/src/reduce.pyx":203
 *             if values.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:             # <<<<<<<<<<<<<<
 *                 values = values.copy()
 *             index  = dummy.index.values
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_flags); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_1 = ((!__pyx_t_2) != 0);
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":204
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:
 *                 values = values.copy()             # <<<<<<<<<<<<<<
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:
 */
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_copy); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (__pyx_t_5) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 204; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_3);
      __pyx_t_3 = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;

    /* "pandas/src/reduce.pyx":205
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 *             index  = dummy.index.values             # <<<<<<<<<<<<<<
 *             if not index.flags.contiguous:
 *                 index = index.copy()
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_index); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_values); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_index = __pyx_t_4;
    __pyx_t_4 = 0;

    /* "pandas/src/reduce.pyx":206
 *                 values = values.copy()
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:             # <<<<<<<<<<<<<<
 *                 index = index.copy()
 * 
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_flags); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 206; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = ((!__pyx_t_1) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":207
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:
 *                 index = index.copy()             # <<<<<<<<<<<<<<
 * 
 *         return values, index
 */
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_copy); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (__pyx_t_5) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_3);
      __pyx_t_3 = 0;
      goto __pyx_L6;
    }
    __pyx_L6:;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":209
 *                 index = index.copy()
 * 
 *         return values, index             # <<<<<<<<<<<<<<
 * 
 *     def get_result(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  __Pyx_INCREF(__pyx_v_index);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_index);
  __Pyx_GIVEREF(__pyx_v_index);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":193
 *             self.ngroups = len(bins) + 1
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         # both values and index must be an ndarray!
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":211
 *         return values, index
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr, result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_result (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4get_result(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4get_result(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyArrayObject *__pyx_v_result = 0;
  PyArrayObject *__pyx_v_counts = 0;
  Py_ssize_t __pyx_v_i;
  CYTHON_UNUSED Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_group_size;
  PyObject *__pyx_v_res = 0;
  int __pyx_v_initialized;
  struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_vslider = 0;
  struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_islider = 0;
  PyObject *__pyx_v_name = 0;
  PyObject *__pyx_v_cached_typ = 0;
  PyObject *__pyx_v_cached_ityp = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_counts;
  __Pyx_Buffer __pyx_pybuffer_counts;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  __pyx_t_5numpy_int64_t __pyx_t_12;
  long __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  int __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  int __pyx_t_21;
  char const *__pyx_t_22;
  PyObject *__pyx_t_23 = NULL;
  PyObject *__pyx_t_24 = NULL;
  PyObject *__pyx_t_25 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_result", 0);
  __pyx_pybuffer_counts.pybuffer.buf = NULL;
  __pyx_pybuffer_counts.refcount = 0;
  __pyx_pybuffernd_counts.data = NULL;
  __pyx_pybuffernd_counts.rcbuffer = &__pyx_pybuffer_counts;

  /* "pandas/src/reduce.pyx":217
 *             Py_ssize_t i, n, group_size
 *             object res
 *             bint initialized = 0             # <<<<<<<<<<<<<<
 *             Slider vslider, islider
 *             object name, cached_typ=None, cached_ityp=None
 */
  __pyx_v_initialized = 0;

  /* "pandas/src/reduce.pyx":219
 *             bint initialized = 0
 *             Slider vslider, islider
 *             object name, cached_typ=None, cached_ityp=None             # <<<<<<<<<<<<<<
 * 
 *         counts = np.zeros(self.ngroups, dtype=np.int64)
 */
  __Pyx_INCREF(Py_None);
  __pyx_v_cached_typ = Py_None;
  __Pyx_INCREF(Py_None);
  __pyx_v_cached_ityp = Py_None;

  /* "pandas/src/reduce.pyx":221
 *             object name, cached_typ=None, cached_ityp=None
 * 
 *         counts = np.zeros(self.ngroups, dtype=np.int64)             # <<<<<<<<<<<<<<
 * 
 *         if self.ngroups > 0:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->ngroups); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_int64); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_5) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_v_counts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_counts.diminfo[0].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_counts.diminfo[0].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_counts = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":223
 *         counts = np.zeros(self.ngroups, dtype=np.int64)
 * 
 *         if self.ngroups > 0:             # <<<<<<<<<<<<<<
 *             counts[0] = self.bins[0]
 *             for i in range(1, self.ngroups):
 */
  __pyx_t_11 = ((__pyx_v_self->ngroups > 0) != 0);
  if (__pyx_t_11) {

    /* "pandas/src/reduce.pyx":224
 * 
 *         if self.ngroups > 0:
 *             counts[0] = self.bins[0]             # <<<<<<<<<<<<<<
 *             for i in range(1, self.ngroups):
 *                 if i == self.ngroups - 1:
 */
    __pyx_t_5 = __Pyx_GetItemInt(__pyx_v_self->bins, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_12 = __Pyx_PyInt_As_npy_int64(__pyx_t_5); if (unlikely((__pyx_t_12 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_13 = 0;
    __pyx_t_7 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_counts.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_counts.diminfo[0].strides) = __pyx_t_12;

    /* "pandas/src/reduce.pyx":225
 *         if self.ngroups > 0:
 *             counts[0] = self.bins[0]
 *             for i in range(1, self.ngroups):             # <<<<<<<<<<<<<<
 *                 if i == self.ngroups - 1:
 *                     counts[i] = len(self.arr) - self.bins[i-1]
 */
    __pyx_t_14 = __pyx_v_self->ngroups;
    for (__pyx_t_15 = 1; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
      __pyx_v_i = __pyx_t_15;

      /* "pandas/src/reduce.pyx":226
 *             counts[0] = self.bins[0]
 *             for i in range(1, self.ngroups):
 *                 if i == self.ngroups - 1:             # <<<<<<<<<<<<<<
 *                     counts[i] = len(self.arr) - self.bins[i-1]
 *                 else:
 */
      __pyx_t_11 = ((__pyx_v_i == (__pyx_v_self->ngroups - 1)) != 0);
      if (__pyx_t_11) {

        /* "pandas/src/reduce.pyx":227
 *             for i in range(1, self.ngroups):
 *                 if i == self.ngroups - 1:
 *                     counts[i] = len(self.arr) - self.bins[i-1]             # <<<<<<<<<<<<<<
 *                 else:
 *                     counts[i] = self.bins[i] - self.bins[i-1]
 */
        __pyx_t_5 = __pyx_v_self->arr;
        __Pyx_INCREF(__pyx_t_5);
        __pyx_t_16 = PyObject_Length(__pyx_t_5); if (unlikely(__pyx_t_16 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __pyx_t_5 = PyInt_FromSsize_t(__pyx_t_16); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_16 = (__pyx_v_i - 1);
        __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->bins, __pyx_t_16, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_3 = PyNumber_Subtract(__pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_12 = __Pyx_PyInt_As_npy_int64(__pyx_t_3); if (unlikely((__pyx_t_12 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_t_16 = __pyx_v_i;
        __pyx_t_7 = -1;
        if (__pyx_t_16 < 0) {
          __pyx_t_16 += __pyx_pybuffernd_counts.diminfo[0].shape;
          if (unlikely(__pyx_t_16 < 0)) __pyx_t_7 = 0;
        } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_7 = 0;
        if (unlikely(__pyx_t_7 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_7);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_counts.diminfo[0].strides) = __pyx_t_12;
        goto __pyx_L6;
      }
      /*else*/ {

        /* "pandas/src/reduce.pyx":229
 *                     counts[i] = len(self.arr) - self.bins[i-1]
 *                 else:
 *                     counts[i] = self.bins[i] - self.bins[i-1]             # <<<<<<<<<<<<<<
 * 
 *         group_size = 0
 */
        __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_self->bins, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_3);
        __pyx_t_17 = (__pyx_v_i - 1);
        __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_self->bins, __pyx_t_17, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_5 = PyNumber_Subtract(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __pyx_t_12 = __Pyx_PyInt_As_npy_int64(__pyx_t_5); if (unlikely((__pyx_t_12 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __pyx_t_17 = __pyx_v_i;
        __pyx_t_7 = -1;
        if (__pyx_t_17 < 0) {
          __pyx_t_17 += __pyx_pybuffernd_counts.diminfo[0].shape;
          if (unlikely(__pyx_t_17 < 0)) __pyx_t_7 = 0;
        } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_7 = 0;
        if (unlikely(__pyx_t_7 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_7);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 229; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_counts.diminfo[0].strides) = __pyx_t_12;
      }
      __pyx_L6:;
    }
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":231
 *                     counts[i] = self.bins[i] - self.bins[i-1]
 * 
 *         group_size = 0             # <<<<<<<<<<<<<<
 *         n = len(self.arr)
 *         name = self.name
 */
  __pyx_v_group_size = 0;

  /* "pandas/src/reduce.pyx":232
 * 
 *         group_size = 0
 *         n = len(self.arr)             # <<<<<<<<<<<<<<
 *         name = self.name
 * 
 */
  __pyx_t_5 = __pyx_v_self->arr;
  __Pyx_INCREF(__pyx_t_5);
  __pyx_t_14 = PyObject_Length(__pyx_t_5); if (unlikely(__pyx_t_14 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_n = __pyx_t_14;

  /* "pandas/src/reduce.pyx":233
 *         group_size = 0
 *         n = len(self.arr)
 *         name = self.name             # <<<<<<<<<<<<<<
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)
 */
  __pyx_t_5 = __pyx_v_self->name;
  __Pyx_INCREF(__pyx_t_5);
  __pyx_v_name = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":235
 *         name = self.name
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)             # <<<<<<<<<<<<<<
 *         islider = Slider(self.index, self.dummy_index)
 * 
 */
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_INCREF(__pyx_v_self->arr);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_self->arr);
  __Pyx_GIVEREF(__pyx_v_self->arr);
  __Pyx_INCREF(__pyx_v_self->dummy_arr);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_v_self->dummy_arr);
  __Pyx_GIVEREF(__pyx_v_self->dummy_arr);
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Slider)), __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_v_vslider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":236
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)
 *         islider = Slider(self.index, self.dummy_index)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_self->index);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_self->index);
  __Pyx_GIVEREF(__pyx_v_self->index);
  __Pyx_INCREF(__pyx_v_self->dummy_index);
  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_self->dummy_index);
  __Pyx_GIVEREF(__pyx_v_self->dummy_index);
  __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Slider)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 236; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_islider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":238
 *         islider = Slider(self.index, self.dummy_index)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             for i in range(self.ngroups):
 *                 group_size = counts[i]
 */
  /*try:*/ {
    {
      __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_8);
      /*try:*/ {

        /* "pandas/src/reduce.pyx":239
 * 
 *         try:
 *             for i in range(self.ngroups):             # <<<<<<<<<<<<<<
 *                 group_size = counts[i]
 * 
 */
        __pyx_t_14 = __pyx_v_self->ngroups;
        for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
          __pyx_v_i = __pyx_t_15;

          /* "pandas/src/reduce.pyx":240
 *         try:
 *             for i in range(self.ngroups):
 *                 group_size = counts[i]             # <<<<<<<<<<<<<<
 * 
 *                 islider.set_length(group_size)
 */
          __pyx_t_18 = __pyx_v_i;
          __pyx_t_7 = -1;
          if (__pyx_t_18 < 0) {
            __pyx_t_18 += __pyx_pybuffernd_counts.diminfo[0].shape;
            if (unlikely(__pyx_t_18 < 0)) __pyx_t_7 = 0;
          } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_7 = 0;
          if (unlikely(__pyx_t_7 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_7);
            {__pyx_filename = __pyx_f[1]; __pyx_lineno = 240; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          }
          __pyx_v_group_size = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_counts.diminfo[0].strides));

          /* "pandas/src/reduce.pyx":242
 *                 group_size = counts[i]
 * 
 *                 islider.set_length(group_size)             # <<<<<<<<<<<<<<
 *                 vslider.set_length(group_size)
 * 
 */
          __pyx_t_5 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->set_length(__pyx_v_islider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 242; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_5);
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

          /* "pandas/src/reduce.pyx":243
 * 
 *                 islider.set_length(group_size)
 *                 vslider.set_length(group_size)             # <<<<<<<<<<<<<<
 * 
 *                 if cached_typ is None:
 */
          __pyx_t_5 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->set_length(__pyx_v_vslider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 243; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_5);
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;

          /* "pandas/src/reduce.pyx":245
 *                 vslider.set_length(group_size)
 * 
 *                 if cached_typ is None:             # <<<<<<<<<<<<<<
 *                     cached_ityp = self.ityp(islider.buf)
 *                     cached_typ = self.typ(vslider.buf, index=cached_ityp,
 */
          __pyx_t_11 = (__pyx_v_cached_typ == Py_None);
          __pyx_t_19 = (__pyx_t_11 != 0);
          if (__pyx_t_19) {

            /* "pandas/src/reduce.pyx":246
 * 
 *                 if cached_typ is None:
 *                     cached_ityp = self.ityp(islider.buf)             # <<<<<<<<<<<<<<
 *                     cached_typ = self.typ(vslider.buf, index=cached_ityp,
 *                                           name=name)
 */
            __Pyx_INCREF(__pyx_v_self->ityp);
            __pyx_t_1 = __pyx_v_self->ityp; __pyx_t_3 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_3)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_3);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
              }
            }
            if (!__pyx_t_3) {
              __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_1, ((PyObject *)__pyx_v_islider->buf)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_5);
            } else {
              __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_2);
              PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
              __Pyx_INCREF(((PyObject *)__pyx_v_islider->buf));
              PyTuple_SET_ITEM(__pyx_t_2, 0+1, ((PyObject *)__pyx_v_islider->buf));
              __Pyx_GIVEREF(((PyObject *)__pyx_v_islider->buf));
              __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 246; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_5);
              __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
            }
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF_SET(__pyx_v_cached_ityp, __pyx_t_5);
            __pyx_t_5 = 0;

            /* "pandas/src/reduce.pyx":247
 *                 if cached_typ is None:
 *                     cached_ityp = self.ityp(islider.buf)
 *                     cached_typ = self.typ(vslider.buf, index=cached_ityp,             # <<<<<<<<<<<<<<
 *                                           name=name)
 *                 else:
 */
            __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_5);
            __Pyx_INCREF(((PyObject *)__pyx_v_vslider->buf));
            PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_vslider->buf));
            __Pyx_GIVEREF(((PyObject *)__pyx_v_vslider->buf));
            __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_1);
            if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_index, __pyx_v_cached_ityp) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L10_error;}

            /* "pandas/src/reduce.pyx":248
 *                     cached_ityp = self.ityp(islider.buf)
 *                     cached_typ = self.typ(vslider.buf, index=cached_ityp,
 *                                           name=name)             # <<<<<<<<<<<<<<
 *                 else:
 *                     object.__setattr__(cached_ityp, '_data', islider.buf)
 */
            if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_name_2, __pyx_v_name) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L10_error;}

            /* "pandas/src/reduce.pyx":247
 *                 if cached_typ is None:
 *                     cached_ityp = self.ityp(islider.buf)
 *                     cached_typ = self.typ(vslider.buf, index=cached_ityp,             # <<<<<<<<<<<<<<
 *                                           name=name)
 *                 else:
 */
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_v_self->typ, __pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF_SET(__pyx_v_cached_typ, __pyx_t_2);
            __pyx_t_2 = 0;
            goto __pyx_L20;
          }
          /*else*/ {

            /* "pandas/src/reduce.pyx":250
 *                                           name=name)
 *                 else:
 *                     object.__setattr__(cached_ityp, '_data', islider.buf)             # <<<<<<<<<<<<<<
 *                     cached_ityp._engine.clear_mapping()
 *                     object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_5 = NULL;
            __pyx_t_20 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
              __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_1);
              if (likely(__pyx_t_5)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                __Pyx_INCREF(__pyx_t_5);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_1, function);
                __pyx_t_20 = 1;
              }
            }
            __pyx_t_3 = PyTuple_New(3+__pyx_t_20); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_3);
            if (__pyx_t_5) {
              PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
            }
            __Pyx_INCREF(__pyx_v_cached_ityp);
            PyTuple_SET_ITEM(__pyx_t_3, 0+__pyx_t_20, __pyx_v_cached_ityp);
            __Pyx_GIVEREF(__pyx_v_cached_ityp);
            __Pyx_INCREF(__pyx_n_s_data);
            PyTuple_SET_ITEM(__pyx_t_3, 1+__pyx_t_20, __pyx_n_s_data);
            __Pyx_GIVEREF(__pyx_n_s_data);
            __Pyx_INCREF(((PyObject *)__pyx_v_islider->buf));
            PyTuple_SET_ITEM(__pyx_t_3, 2+__pyx_t_20, ((PyObject *)__pyx_v_islider->buf));
            __Pyx_GIVEREF(((PyObject *)__pyx_v_islider->buf));
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

            /* "pandas/src/reduce.pyx":251
 *                 else:
 *                     object.__setattr__(cached_ityp, '_data', islider.buf)
 *                     cached_ityp._engine.clear_mapping()             # <<<<<<<<<<<<<<
 *                     object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                     object.__setattr__(cached_typ, '_index', cached_ityp)
 */
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_ityp, __pyx_n_s_engine); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_clear_mapping); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __pyx_t_1 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
              __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
              if (likely(__pyx_t_1)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
                __Pyx_INCREF(__pyx_t_1);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_3, function);
              }
            }
            if (__pyx_t_1) {
              __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            } else {
              __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 251; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            }
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

            /* "pandas/src/reduce.pyx":252
 *                     object.__setattr__(cached_ityp, '_data', islider.buf)
 *                     cached_ityp._engine.clear_mapping()
 *                     object.__setattr__(cached_typ._data._block, 'values', vslider.buf)             # <<<<<<<<<<<<<<
 *                     object.__setattr__(cached_typ, '_index', cached_ityp)
 *                     object.__setattr__(cached_typ, 'name', name)
 */
            __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_typ, __pyx_n_s_data); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_1);
            __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_block); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_5);
            __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
            __pyx_t_1 = NULL;
            __pyx_t_20 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
              __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_3);
              if (likely(__pyx_t_1)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
                __Pyx_INCREF(__pyx_t_1);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_3, function);
                __pyx_t_20 = 1;
              }
            }
            __pyx_t_4 = PyTuple_New(3+__pyx_t_20); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_4);
            if (__pyx_t_1) {
              PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = NULL;
            }
            PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_20, __pyx_t_5);
            __Pyx_GIVEREF(__pyx_t_5);
            __Pyx_INCREF(__pyx_n_s_values);
            PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_20, __pyx_n_s_values);
            __Pyx_GIVEREF(__pyx_n_s_values);
            __Pyx_INCREF(((PyObject *)__pyx_v_vslider->buf));
            PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_20, ((PyObject *)__pyx_v_vslider->buf));
            __Pyx_GIVEREF(((PyObject *)__pyx_v_vslider->buf));
            __pyx_t_5 = 0;
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

            /* "pandas/src/reduce.pyx":253
 *                     cached_ityp._engine.clear_mapping()
 *                     object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                     object.__setattr__(cached_typ, '_index', cached_ityp)             # <<<<<<<<<<<<<<
 *                     object.__setattr__(cached_typ, 'name', name)
 * 
 */
            __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __pyx_t_4 = NULL;
            __pyx_t_20 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
              __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
              if (likely(__pyx_t_4)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
                __Pyx_INCREF(__pyx_t_4);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_3, function);
                __pyx_t_20 = 1;
              }
            }
            __pyx_t_5 = PyTuple_New(3+__pyx_t_20); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_5);
            if (__pyx_t_4) {
              PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
            }
            __Pyx_INCREF(__pyx_v_cached_typ);
            PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_20, __pyx_v_cached_typ);
            __Pyx_GIVEREF(__pyx_v_cached_typ);
            __Pyx_INCREF(__pyx_n_s_index_2);
            PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_20, __pyx_n_s_index_2);
            __Pyx_GIVEREF(__pyx_n_s_index_2);
            __Pyx_INCREF(__pyx_v_cached_ityp);
            PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_20, __pyx_v_cached_ityp);
            __Pyx_GIVEREF(__pyx_v_cached_ityp);
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

            /* "pandas/src/reduce.pyx":254
 *                     object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                     object.__setattr__(cached_typ, '_index', cached_ityp)
 *                     object.__setattr__(cached_typ, 'name', name)             # <<<<<<<<<<<<<<
 * 
 *                 cached_ityp._engine.clear_mapping()
 */
            __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __pyx_t_5 = NULL;
            __pyx_t_20 = 0;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
              __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
              if (likely(__pyx_t_5)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
                __Pyx_INCREF(__pyx_t_5);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_3, function);
                __pyx_t_20 = 1;
              }
            }
            __pyx_t_4 = PyTuple_New(3+__pyx_t_20); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_4);
            if (__pyx_t_5) {
              PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
            }
            __Pyx_INCREF(__pyx_v_cached_typ);
            PyTuple_SET_ITEM(__pyx_t_4, 0+__pyx_t_20, __pyx_v_cached_typ);
            __Pyx_GIVEREF(__pyx_v_cached_typ);
            __Pyx_INCREF(__pyx_n_s_name_2);
            PyTuple_SET_ITEM(__pyx_t_4, 1+__pyx_t_20, __pyx_n_s_name_2);
            __Pyx_GIVEREF(__pyx_n_s_name_2);
            __Pyx_INCREF(__pyx_v_name);
            PyTuple_SET_ITEM(__pyx_t_4, 2+__pyx_t_20, __pyx_v_name);
            __Pyx_GIVEREF(__pyx_v_name);
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 254; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          }
          __pyx_L20:;

          /* "pandas/src/reduce.pyx":256
 *                     object.__setattr__(cached_typ, 'name', name)
 * 
 *                 cached_ityp._engine.clear_mapping()             # <<<<<<<<<<<<<<
 *                 res = self.f(cached_typ)
 *                 res = _extract_result(res)
 */
          __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_ityp, __pyx_n_s_engine); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_3);
          __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_clear_mapping); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_4);
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          __pyx_t_3 = NULL;
          if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
            __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
            if (likely(__pyx_t_3)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
              __Pyx_INCREF(__pyx_t_3);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_4, function);
            }
          }
          if (__pyx_t_3) {
            __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          } else {
            __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          }
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

          /* "pandas/src/reduce.pyx":257
 * 
 *                 cached_ityp._engine.clear_mapping()
 *                 res = self.f(cached_typ)             # <<<<<<<<<<<<<<
 *                 res = _extract_result(res)
 *                 if not initialized:
 */
          __Pyx_INCREF(__pyx_v_self->f);
          __pyx_t_4 = __pyx_v_self->f; __pyx_t_3 = NULL;
          if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
            __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
            if (likely(__pyx_t_3)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
              __Pyx_INCREF(__pyx_t_3);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_4, function);
            }
          }
          if (!__pyx_t_3) {
            __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_cached_typ); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
          } else {
            __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_5);
            PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
            __Pyx_INCREF(__pyx_v_cached_typ);
            PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_cached_typ);
            __Pyx_GIVEREF(__pyx_v_cached_typ);
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          }
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_XDECREF_SET(__pyx_v_res, __pyx_t_2);
          __pyx_t_2 = 0;

          /* "pandas/src/reduce.pyx":258
 *                 cached_ityp._engine.clear_mapping()
 *                 res = self.f(cached_typ)
 *                 res = _extract_result(res)             # <<<<<<<<<<<<<<
 *                 if not initialized:
 *                     result = self._get_result_array(res)
 */
          __pyx_t_2 = __pyx_f_6pandas_3lib__extract_result(__pyx_v_res); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_2);
          __pyx_t_2 = 0;

          /* "pandas/src/reduce.pyx":259
 *                 res = self.f(cached_typ)
 *                 res = _extract_result(res)
 *                 if not initialized:             # <<<<<<<<<<<<<<
 *                     result = self._get_result_array(res)
 *                     initialized = 1
 */
          __pyx_t_19 = ((!(__pyx_v_initialized != 0)) != 0);
          if (__pyx_t_19) {

            /* "pandas/src/reduce.pyx":260
 *                 res = _extract_result(res)
 *                 if not initialized:
 *                     result = self._get_result_array(res)             # <<<<<<<<<<<<<<
 *                     initialized = 1
 * 
 */
            __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_result_array); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_GOTREF(__pyx_t_4);
            __pyx_t_5 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
              __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
              if (likely(__pyx_t_5)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
                __Pyx_INCREF(__pyx_t_5);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_4, function);
              }
            }
            if (!__pyx_t_5) {
              __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_v_res); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_2);
            } else {
              __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_3);
              PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
              __Pyx_INCREF(__pyx_v_res);
              PyTuple_SET_ITEM(__pyx_t_3, 0+1, __pyx_v_res);
              __Pyx_GIVEREF(__pyx_v_res);
              __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
              __Pyx_GOTREF(__pyx_t_2);
              __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            }
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
            if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 260; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
            __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_2));
            __pyx_t_2 = 0;

            /* "pandas/src/reduce.pyx":261
 *                 if not initialized:
 *                     result = self._get_result_array(res)
 *                     initialized = 1             # <<<<<<<<<<<<<<
 * 
 *                 util.assign_value_1d(result, i, res)
 */
            __pyx_v_initialized = 1;
            goto __pyx_L21;
          }
          __pyx_L21:;

          /* "pandas/src/reduce.pyx":263
 *                     initialized = 1
 * 
 *                 util.assign_value_1d(result, i, res)             # <<<<<<<<<<<<<<
 * 
 *                 islider.advance(group_size)
 */
          if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L10_error;} }
          __pyx_t_7 = assign_value_1d(__pyx_v_result, __pyx_v_i, __pyx_v_res); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L10_error;}

          /* "pandas/src/reduce.pyx":265
 *                 util.assign_value_1d(result, i, res)
 * 
 *                 islider.advance(group_size)             # <<<<<<<<<<<<<<
 *                 vslider.advance(group_size)
 * 
 */
          __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->advance(__pyx_v_islider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 265; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

          /* "pandas/src/reduce.pyx":266
 * 
 *                 islider.advance(group_size)
 *                 vslider.advance(group_size)             # <<<<<<<<<<<<<<
 * 
 *         except:
 */
          __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->advance(__pyx_v_vslider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        }
      }
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L17_try_end;
      __pyx_L10_error:;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/src/reduce.pyx":268
 *                 vslider.advance(group_size)
 * 
 *         except:             # <<<<<<<<<<<<<<
 *             raise
 *         finally:
 */
      /*except:*/ {
        __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_4, &__pyx_t_3) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 268; __pyx_clineno = __LINE__; goto __pyx_L12_except_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GOTREF(__pyx_t_3);

        /* "pandas/src/reduce.pyx":269
 * 
 *         except:
 *             raise             # <<<<<<<<<<<<<<
 *         finally:
 *             # so we don't free the wrong memory
 */
        __Pyx_GIVEREF(__pyx_t_2);
        __Pyx_GIVEREF(__pyx_t_4);
        __Pyx_XGIVEREF(__pyx_t_3);
        __Pyx_ErrRestore(__pyx_t_2, __pyx_t_4, __pyx_t_3);
        __pyx_t_2 = 0; __pyx_t_4 = 0; __pyx_t_3 = 0; 
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 269; __pyx_clineno = __LINE__; goto __pyx_L12_except_error;}
      }
      __pyx_L12_except_error:;
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      goto __pyx_L8_error;
      __pyx_L17_try_end:;
    }
  }

  /* "pandas/src/reduce.pyx":272
 *         finally:
 *             # so we don't free the wrong memory
 *             islider.reset()             # <<<<<<<<<<<<<<
 *             vslider.reset()
 * 
 */
  /*finally:*/ {
    /*normal exit:*/{
      __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->reset(__pyx_v_islider, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/reduce.pyx":273
 *             # so we don't free the wrong memory
 *             islider.reset()
 *             vslider.reset()             # <<<<<<<<<<<<<<
 * 
 *         if result.dtype == np.object_:
 */
      __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->reset(__pyx_v_vslider, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      goto __pyx_L9;
    }
    /*exception exit:*/{
      __pyx_L8_error:;
      __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_23 = 0; __pyx_t_24 = 0; __pyx_t_25 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_23, &__pyx_t_24, &__pyx_t_25);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10) < 0)) __Pyx_ErrFetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_23);
      __Pyx_XGOTREF(__pyx_t_24);
      __Pyx_XGOTREF(__pyx_t_25);
      __pyx_t_7 = __pyx_lineno; __pyx_t_21 = __pyx_clineno; __pyx_t_22 = __pyx_filename;
      {

        /* "pandas/src/reduce.pyx":272
 *         finally:
 *             # so we don't free the wrong memory
 *             islider.reset()             # <<<<<<<<<<<<<<
 *             vslider.reset()
 * 
 */
        __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->reset(__pyx_v_islider, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 272; __pyx_clineno = __LINE__; goto __pyx_L25_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

        /* "pandas/src/reduce.pyx":273
 *             # so we don't free the wrong memory
 *             islider.reset()
 *             vslider.reset()             # <<<<<<<<<<<<<<
 * 
 *         if result.dtype == np.object_:
 */
        __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->reset(__pyx_v_vslider, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L25_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_23);
        __Pyx_XGIVEREF(__pyx_t_24);
        __Pyx_XGIVEREF(__pyx_t_25);
        __Pyx_ExceptionReset(__pyx_t_23, __pyx_t_24, __pyx_t_25);
      }
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ErrRestore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_23 = 0; __pyx_t_24 = 0; __pyx_t_25 = 0;
      __pyx_lineno = __pyx_t_7; __pyx_clineno = __pyx_t_21; __pyx_filename = __pyx_t_22;
      goto __pyx_L1_error;
      __pyx_L25_error:;
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_23);
        __Pyx_XGIVEREF(__pyx_t_24);
        __Pyx_XGIVEREF(__pyx_t_25);
        __Pyx_ExceptionReset(__pyx_t_23, __pyx_t_24, __pyx_t_25);
      }
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_23 = 0; __pyx_t_24 = 0; __pyx_t_25 = 0;
      goto __pyx_L1_error;
    }
    __pyx_L9:;
  }

  /* "pandas/src/reduce.pyx":275
 *             vslider.reset()
 * 
 *         if result.dtype == np.object_:             # <<<<<<<<<<<<<<
 *             result = maybe_convert_objects(result)
 * 
 */
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_dtype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_19 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_19 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 275; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (__pyx_t_19) {

    /* "pandas/src/reduce.pyx":276
 * 
 *         if result.dtype == np.object_:
 *             result = maybe_convert_objects(result)             # <<<<<<<<<<<<<<
 * 
 *         return result, counts
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_2, ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_result));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_result));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_4));
    __pyx_t_4 = 0;
    goto __pyx_L26;
  }
  __pyx_L26:;

  /* "pandas/src/reduce.pyx":278
 *             result = maybe_convert_objects(result)
 * 
 *         return result, counts             # <<<<<<<<<<<<<<
 * 
 *     def _get_result_array(self, object res):
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_4 = PyTuple_New(2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  PyTuple_SET_ITEM(__pyx_t_4, 0, ((PyObject *)__pyx_v_result));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
  __Pyx_INCREF(((PyObject *)__pyx_v_counts));
  PyTuple_SET_ITEM(__pyx_t_4, 1, ((PyObject *)__pyx_v_counts));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_counts));
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":211
 *         return values, index
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr, result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_counts);
  __Pyx_XDECREF(__pyx_v_res);
  __Pyx_XDECREF((PyObject *)__pyx_v_vslider);
  __Pyx_XDECREF((PyObject *)__pyx_v_islider);
  __Pyx_XDECREF(__pyx_v_name);
  __Pyx_XDECREF(__pyx_v_cached_typ);
  __Pyx_XDECREF(__pyx_v_cached_ityp);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":280
 *         return result, counts
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_result_array (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6_get_result_array(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_res));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_6_get_result_array(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_get_result_array", 0);

  /* "pandas/src/reduce.pyx":281
 * 
 *     def _get_result_array(self, object res):
 *         try:             # <<<<<<<<<<<<<<
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/reduce.pyx":282
 *     def _get_result_array(self, object res):
 *         try:
 *             assert(not isinstance(res, np.ndarray))             # <<<<<<<<<<<<<<
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 * 
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_res, ((PyObject*)__pyx_ptype_5numpy_ndarray)); 
        if (unlikely(!((!(__pyx_t_4 != 0)) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":283
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))             # <<<<<<<<<<<<<<
 * 
 *             result = np.empty(self.ngroups, dtype='O')
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_5 = PyList_Check(__pyx_v_res); 
        __pyx_t_6 = (__pyx_t_5 != 0);
        if (__pyx_t_6) {
          goto __pyx_L12_next_and;
        } else {
          __pyx_t_4 = __pyx_t_6;
          goto __pyx_L11_bool_binop_done;
        }
        __pyx_L12_next_and:;
        __pyx_t_7 = PyObject_Length(__pyx_v_res); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __pyx_t_8 = __pyx_v_self->dummy_arr;
        __Pyx_INCREF(__pyx_t_8);
        __pyx_t_9 = PyObject_Length(__pyx_t_8); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_6 = ((__pyx_t_7 == __pyx_t_9) != 0);
        __pyx_t_4 = __pyx_t_6;
        __pyx_L11_bool_binop_done:;
        if (unlikely(!((!__pyx_t_4) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 283; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":285
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 * 
 *             result = np.empty(self.ngroups, dtype='O')             # <<<<<<<<<<<<<<
 *         except Exception:
 *             raise ValueError('function does not reduce')
 */
      __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_empty); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyInt_FromSsize_t(__pyx_v_self->ngroups); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_11);
      PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_8);
      __Pyx_GIVEREF(__pyx_t_8);
      __pyx_t_8 = 0;
      __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_11, __pyx_t_8); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_result = __pyx_t_12;
      __pyx_t_12 = 0;
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L10_try_end;
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;

    /* "pandas/src/reduce.pyx":286
 * 
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:             # <<<<<<<<<<<<<<
 *             raise ValueError('function does not reduce')
 *         return result
 */
    __pyx_t_13 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_13) {
      __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_12, &__pyx_t_8, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_11);

      /* "pandas/src/reduce.pyx":287
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
      __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__32, NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_Raise(__pyx_t_10, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L10_try_end:;
  }

  /* "pandas/src/reduce.pyx":288
 *         except Exception:
 *             raise ValueError('function does not reduce')
 *         return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":280
 *         return result, counts
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_AddTraceback("pandas.lib.SeriesBinGrouper._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":167
 * 
 *     cdef public:
 *         object arr, index, dummy_arr, dummy_index, values, f, bins, typ, ityp, name             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, object series, object f, object bins, object dummy):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->arr);
  __pyx_r = __pyx_v_self->arr;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->index);
  __pyx_r = __pyx_v_self->index;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_5index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dummy_arr);
  __pyx_r = __pyx_v_self->dummy_arr;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dummy_index);
  __pyx_r = __pyx_v_self->dummy_index;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_11dummy_index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->values);
  __pyx_r = __pyx_v_self->values;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->values);
  __Pyx_DECREF(__pyx_v_self->values);
  __pyx_v_self->values = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_6values_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->values);
  __Pyx_DECREF(__pyx_v_self->values);
  __pyx_v_self->values = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->f);
  __pyx_r = __pyx_v_self->f;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_1f_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->bins);
  __pyx_r = __pyx_v_self->bins;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->bins);
  __Pyx_DECREF(__pyx_v_self->bins);
  __pyx_v_self->bins = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4bins_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->bins);
  __Pyx_DECREF(__pyx_v_self->bins);
  __pyx_v_self->bins = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->typ);
  __pyx_r = __pyx_v_self->typ;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_3typ_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->ityp);
  __pyx_r = __pyx_v_self->ityp;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4ityp_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name___get__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name___get__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_2__set__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_16SeriesBinGrouper_4name_4__del__(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":303
 *         object arr, index, dummy_arr, dummy_index, f, labels, values, typ, ityp, name
 * 
 *     def __init__(self, object series, object f, object labels,             # <<<<<<<<<<<<<<
 *                  Py_ssize_t ngroups, object dummy):
 *         n = len(series)
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_series = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_labels = 0;
  Py_ssize_t __pyx_v_ngroups;
  PyObject *__pyx_v_dummy = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_series,&__pyx_n_s_f,&__pyx_n_s_labels,&__pyx_n_s_ngroups,&__pyx_n_s_dummy,0};
    PyObject* values[5] = {0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_series)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 5, 5, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 5, 5, 2); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ngroups)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 5, 5, 3); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 5, 5, 4); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 5) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
    }
    __pyx_v_series = values[0];
    __pyx_v_f = values[1];
    __pyx_v_labels = values[2];
    __pyx_v_ngroups = __Pyx_PyIndex_AsSsize_t(values[3]); if (unlikely((__pyx_v_ngroups == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 304; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_dummy = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 5, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper___init__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), __pyx_v_series, __pyx_v_f, __pyx_v_labels, __pyx_v_ngroups, __pyx_v_dummy);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper___init__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_series, PyObject *__pyx_v_f, PyObject *__pyx_v_labels, Py_ssize_t __pyx_v_ngroups, PyObject *__pyx_v_dummy) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_values = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *(*__pyx_t_8)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/src/reduce.pyx":305
 *     def __init__(self, object series, object f, object labels,
 *                  Py_ssize_t ngroups, object dummy):
 *         n = len(series)             # <<<<<<<<<<<<<<
 * 
 *         self.labels = labels
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_series); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 305; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/reduce.pyx":307
 *         n = len(series)
 * 
 *         self.labels = labels             # <<<<<<<<<<<<<<
 *         self.f = f
 * 
 */
  __Pyx_INCREF(__pyx_v_labels);
  __Pyx_GIVEREF(__pyx_v_labels);
  __Pyx_GOTREF(__pyx_v_self->labels);
  __Pyx_DECREF(__pyx_v_self->labels);
  __pyx_v_self->labels = __pyx_v_labels;

  /* "pandas/src/reduce.pyx":308
 * 
 *         self.labels = labels
 *         self.f = f             # <<<<<<<<<<<<<<
 * 
 *         values = series.values
 */
  __Pyx_INCREF(__pyx_v_f);
  __Pyx_GIVEREF(__pyx_v_f);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = __pyx_v_f;

  /* "pandas/src/reduce.pyx":310
 *         self.f = f
 * 
 *         values = series.values             # <<<<<<<<<<<<<<
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_values); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_values = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":311
 * 
 *         values = series.values
 *         if not values.flags.c_contiguous:             # <<<<<<<<<<<<<<
 *             values = values.copy('C')
 *         self.arr = values
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_c_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_5 = ((!__pyx_t_4) != 0);
  if (__pyx_t_5) {

    /* "pandas/src/reduce.pyx":312
 *         values = series.values
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')             # <<<<<<<<<<<<<<
 *         self.arr = values
 *         self.typ = type(series)
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_copy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__33, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":313
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')
 *         self.arr = values             # <<<<<<<<<<<<<<
 *         self.typ = type(series)
 *         self.ityp = type(series.index)
 */
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = __pyx_v_values;

  /* "pandas/src/reduce.pyx":314
 *             values = values.copy('C')
 *         self.arr = values
 *         self.typ = type(series)             # <<<<<<<<<<<<<<
 *         self.ityp = type(series.index)
 *         self.index = series.index.values
 */
  __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_v_series)));
  __Pyx_GIVEREF(((PyObject *)Py_TYPE(__pyx_v_series)));
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = ((PyObject *)Py_TYPE(__pyx_v_series));

  /* "pandas/src/reduce.pyx":315
 *         self.arr = values
 *         self.typ = type(series)
 *         self.ityp = type(series.index)             # <<<<<<<<<<<<<<
 *         self.index = series.index.values
 *         self.name = getattr(series,'name',None)
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(((PyObject *)Py_TYPE(__pyx_t_2)));
  __Pyx_GIVEREF(((PyObject *)Py_TYPE(__pyx_t_2)));
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = ((PyObject *)Py_TYPE(__pyx_t_2));
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":316
 *         self.typ = type(series)
 *         self.ityp = type(series.index)
 *         self.index = series.index.values             # <<<<<<<<<<<<<<
 *         self.name = getattr(series,'name',None)
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_series, __pyx_n_s_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 316; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 316; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":317
 *         self.ityp = type(series.index)
 *         self.index = series.index.values
 *         self.name = getattr(series,'name',None)             # <<<<<<<<<<<<<<
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)
 */
  __pyx_t_3 = __Pyx_GetAttr3(__pyx_v_series, __pyx_n_s_name_2, Py_None); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":319
 *         self.name = getattr(series,'name',None)
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)             # <<<<<<<<<<<<<<
 *         self.passed_dummy = dummy is not None
 *         self.ngroups = ngroups
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_check_dummy); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_6)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_6);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_6) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_dummy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
    __Pyx_INCREF(__pyx_v_dummy);
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_dummy);
    __Pyx_GIVEREF(__pyx_v_dummy);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if ((likely(PyTuple_CheckExact(__pyx_t_3))) || (PyList_CheckExact(__pyx_t_3))) {
    PyObject* sequence = __pyx_t_3;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyTuple_CheckExact(sequence))) {
      __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); 
    } else {
      __pyx_t_2 = PyList_GET_ITEM(sequence, 0); 
      __pyx_t_7 = PyList_GET_ITEM(sequence, 1); 
    }
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_7);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    #endif
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    Py_ssize_t index = -1;
    __pyx_t_6 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_8 = Py_TYPE(__pyx_t_6)->tp_iternext;
    index = 0; __pyx_t_2 = __pyx_t_8(__pyx_t_6); if (unlikely(!__pyx_t_2)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_2);
    index = 1; __pyx_t_7 = __pyx_t_8(__pyx_t_6); if (unlikely(!__pyx_t_7)) goto __pyx_L4_unpacking_failed;
    __Pyx_GOTREF(__pyx_t_7);
    if (__Pyx_IternextUnpackEndCheck(__pyx_t_8(__pyx_t_6), 2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_8 = NULL;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L5_unpacking_done;
    __pyx_L4_unpacking_failed:;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_8 = NULL;
    if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 319; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_L5_unpacking_done:;
  }
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = __pyx_t_2;
  __pyx_t_2 = 0;
  __Pyx_GIVEREF(__pyx_t_7);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = __pyx_t_7;
  __pyx_t_7 = 0;

  /* "pandas/src/reduce.pyx":320
 * 
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)
 *         self.passed_dummy = dummy is not None             # <<<<<<<<<<<<<<
 *         self.ngroups = ngroups
 * 
 */
  __pyx_t_5 = (__pyx_v_dummy != Py_None);
  __pyx_v_self->passed_dummy = __pyx_t_5;

  /* "pandas/src/reduce.pyx":321
 *         self.dummy_arr, self.dummy_index = self._check_dummy(dummy)
 *         self.passed_dummy = dummy is not None
 *         self.ngroups = ngroups             # <<<<<<<<<<<<<<
 * 
 *     def _check_dummy(self, dummy=None):
 */
  __pyx_v_self->ngroups = __pyx_v_ngroups;

  /* "pandas/src/reduce.pyx":303
 *         object arr, index, dummy_arr, dummy_index, f, labels, values, typ, ityp, name
 * 
 *     def __init__(self, object series, object f, object labels,             # <<<<<<<<<<<<<<
 *                  Py_ssize_t ngroups, object dummy):
 *         n = len(series)
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":323
 *         self.ngroups = ngroups
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         # both values and index must be an ndarray!
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3_check_dummy(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_dummy = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_check_dummy (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dummy,0};
    PyObject* values[1] = {0};
    values[0] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy);
          if (value) { values[0] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "_check_dummy") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_dummy = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("_check_dummy", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_2_check_dummy(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), __pyx_v_dummy);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_2_check_dummy(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_dummy) {
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_index = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_check_dummy", 0);

  /* "pandas/src/reduce.pyx":326
 *         # both values and index must be an ndarray!
 * 
 *         if dummy is None:             # <<<<<<<<<<<<<<
 *             values = np.empty(0, dtype=self.arr.dtype)
 *             index  = None
 */
  __pyx_t_1 = (__pyx_v_dummy == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/reduce.pyx":327
 * 
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)             # <<<<<<<<<<<<<<
 *             index  = None
 *         else:
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_t_5) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__34, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_values = __pyx_t_5;
    __pyx_t_5 = 0;

    /* "pandas/src/reduce.pyx":328
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)
 *             index  = None             # <<<<<<<<<<<<<<
 *         else:
 *             values = dummy.values
 */
    __Pyx_INCREF(Py_None);
    __pyx_v_index = Py_None;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/src/reduce.pyx":330
 *             index  = None
 *         else:
 *             values = dummy.values             # <<<<<<<<<<<<<<
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_values); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_v_values = __pyx_t_5;
    __pyx_t_5 = 0;

    /* "pandas/src/reduce.pyx":331
 *         else:
 *             values = dummy.values
 *             if dummy.dtype != self.arr.dtype:             # <<<<<<<<<<<<<<
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_dtype); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->arr, __pyx_n_s_dtype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_RichCompare(__pyx_t_5, __pyx_t_3, Py_NE); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":332
 *             values = dummy.values
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__35, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/src/reduce.pyx":333
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:             # <<<<<<<<<<<<<<
 *                 values = values.copy()
 *             index  = dummy.index.values
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_flags); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 333; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_1 = ((!__pyx_t_2) != 0);
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":334
 *                 raise ValueError('Dummy array must be same dtype')
 *             if not values.flags.contiguous:
 *                 values = values.copy()             # <<<<<<<<<<<<<<
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:
 */
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_copy); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (__pyx_t_5) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_3);
      __pyx_t_3 = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;

    /* "pandas/src/reduce.pyx":335
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 *             index  = dummy.index.values             # <<<<<<<<<<<<<<
 *             if not index.flags.contiguous:
 *                 index = index.copy()
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_dummy, __pyx_n_s_index); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_values); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 335; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_index = __pyx_t_4;
    __pyx_t_4 = 0;

    /* "pandas/src/reduce.pyx":336
 *                 values = values.copy()
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:             # <<<<<<<<<<<<<<
 *                 index = index.copy()
 * 
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_flags); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_contiguous); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = ((!__pyx_t_1) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":337
 *             index  = dummy.index.values
 *             if not index.flags.contiguous:
 *                 index = index.copy()             # <<<<<<<<<<<<<<
 * 
 *         return values, index
 */
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_copy); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (__pyx_t_5) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        __pyx_t_3 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 337; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_3);
      __pyx_t_3 = 0;
      goto __pyx_L6;
    }
    __pyx_L6:;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":339
 *                 index = index.copy()
 * 
 *         return values, index             # <<<<<<<<<<<<<<
 * 
 *     def get_result(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 339; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  __Pyx_INCREF(__pyx_v_index);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_index);
  __Pyx_GIVEREF(__pyx_v_index);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":323
 *         self.ngroups = ngroups
 * 
 *     def _check_dummy(self, dummy=None):             # <<<<<<<<<<<<<<
 *         # both values and index must be an ndarray!
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper._check_dummy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":341
 *         return values, index
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr, result
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_5get_result(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_result (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4get_result(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4get_result(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyArrayObject *__pyx_v_result = 0;
  PyArrayObject *__pyx_v_labels = 0;
  PyArrayObject *__pyx_v_counts = 0;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_group_size;
  Py_ssize_t __pyx_v_lab;
  PyObject *__pyx_v_res = 0;
  int __pyx_v_initialized;
  struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_vslider = 0;
  struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_islider = 0;
  PyObject *__pyx_v_name = 0;
  PyObject *__pyx_v_cached_typ = 0;
  PyObject *__pyx_v_cached_ityp = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_counts;
  __Pyx_Buffer __pyx_pybuffer_counts;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_labels;
  __Pyx_Buffer __pyx_pybuffer_labels;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyArrayObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_t_18;
  char const *__pyx_t_19;
  PyObject *__pyx_t_20 = NULL;
  PyObject *__pyx_t_21 = NULL;
  PyObject *__pyx_t_22 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_result", 0);
  __pyx_pybuffer_labels.pybuffer.buf = NULL;
  __pyx_pybuffer_labels.refcount = 0;
  __pyx_pybuffernd_labels.data = NULL;
  __pyx_pybuffernd_labels.rcbuffer = &__pyx_pybuffer_labels;
  __pyx_pybuffer_counts.pybuffer.buf = NULL;
  __pyx_pybuffer_counts.refcount = 0;
  __pyx_pybuffernd_counts.data = NULL;
  __pyx_pybuffernd_counts.rcbuffer = &__pyx_pybuffer_counts;

  /* "pandas/src/reduce.pyx":347
 *             Py_ssize_t i, n, group_size, lab
 *             object res
 *             bint initialized = 0             # <<<<<<<<<<<<<<
 *             Slider vslider, islider
 *             object name, cached_typ=None, cached_ityp=None
 */
  __pyx_v_initialized = 0;

  /* "pandas/src/reduce.pyx":349
 *             bint initialized = 0
 *             Slider vslider, islider
 *             object name, cached_typ=None, cached_ityp=None             # <<<<<<<<<<<<<<
 * 
 *         labels = self.labels
 */
  __Pyx_INCREF(Py_None);
  __pyx_v_cached_typ = Py_None;
  __Pyx_INCREF(Py_None);
  __pyx_v_cached_ityp = Py_None;

  /* "pandas/src/reduce.pyx":351
 *             object name, cached_typ=None, cached_ityp=None
 * 
 *         labels = self.labels             # <<<<<<<<<<<<<<
 *         counts = np.zeros(self.ngroups, dtype=np.int64)
 *         group_size = 0
 */
  if (!(likely(((__pyx_v_self->labels) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_self->labels, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_v_self->labels;
  __Pyx_INCREF(__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
    __pyx_t_2 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_t_1), &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_2 < 0)) {
      PyErr_Fetch(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_labels.rcbuffer->pybuffer, (PyObject*)__pyx_v_labels, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_3); Py_XDECREF(__pyx_t_4); Py_XDECREF(__pyx_t_5);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      }
    }
    __pyx_pybuffernd_labels.diminfo[0].strides = __pyx_pybuffernd_labels.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_labels.diminfo[0].shape = __pyx_pybuffernd_labels.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_labels = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":352
 * 
 *         labels = self.labels
 *         counts = np.zeros(self.ngroups, dtype=np.int64)             # <<<<<<<<<<<<<<
 *         group_size = 0
 *         n = len(self.arr)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_zeros); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->ngroups); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = PyTuple_New(1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_int64); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_9) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_7, __pyx_t_1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_9) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_9, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_10 = ((PyArrayObject *)__pyx_t_9);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __pyx_t_2 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_t_10, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_2 < 0)) {
      PyErr_Fetch(&__pyx_t_5, &__pyx_t_4, &__pyx_t_3);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_counts.rcbuffer->pybuffer, (PyObject*)__pyx_v_counts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_4); Py_XDECREF(__pyx_t_3);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_5, __pyx_t_4, __pyx_t_3);
      }
    }
    __pyx_pybuffernd_counts.diminfo[0].strides = __pyx_pybuffernd_counts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_counts.diminfo[0].shape = __pyx_pybuffernd_counts.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 352; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_10 = 0;
  __pyx_v_counts = ((PyArrayObject *)__pyx_t_9);
  __pyx_t_9 = 0;

  /* "pandas/src/reduce.pyx":353
 *         labels = self.labels
 *         counts = np.zeros(self.ngroups, dtype=np.int64)
 *         group_size = 0             # <<<<<<<<<<<<<<
 *         n = len(self.arr)
 *         name = self.name
 */
  __pyx_v_group_size = 0;

  /* "pandas/src/reduce.pyx":354
 *         counts = np.zeros(self.ngroups, dtype=np.int64)
 *         group_size = 0
 *         n = len(self.arr)             # <<<<<<<<<<<<<<
 *         name = self.name
 * 
 */
  __pyx_t_9 = __pyx_v_self->arr;
  __Pyx_INCREF(__pyx_t_9);
  __pyx_t_11 = PyObject_Length(__pyx_t_9); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_n = __pyx_t_11;

  /* "pandas/src/reduce.pyx":355
 *         group_size = 0
 *         n = len(self.arr)
 *         name = self.name             # <<<<<<<<<<<<<<
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)
 */
  __pyx_t_9 = __pyx_v_self->name;
  __Pyx_INCREF(__pyx_t_9);
  __pyx_v_name = __pyx_t_9;
  __pyx_t_9 = 0;

  /* "pandas/src/reduce.pyx":357
 *         name = self.name
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)             # <<<<<<<<<<<<<<
 *         islider = Slider(self.index, self.dummy_index)
 * 
 */
  __pyx_t_9 = PyTuple_New(2); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 357; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_INCREF(__pyx_v_self->arr);
  PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_v_self->arr);
  __Pyx_GIVEREF(__pyx_v_self->arr);
  __Pyx_INCREF(__pyx_v_self->dummy_arr);
  PyTuple_SET_ITEM(__pyx_t_9, 1, __pyx_v_self->dummy_arr);
  __Pyx_GIVEREF(__pyx_v_self->dummy_arr);
  __pyx_t_1 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Slider)), __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 357; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_v_vslider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":358
 * 
 *         vslider = Slider(self.arr, self.dummy_arr)
 *         islider = Slider(self.index, self.dummy_index)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_self->index);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_self->index);
  __Pyx_GIVEREF(__pyx_v_self->index);
  __Pyx_INCREF(__pyx_v_self->dummy_index);
  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_v_self->dummy_index);
  __Pyx_GIVEREF(__pyx_v_self->dummy_index);
  __pyx_t_9 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Slider)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_islider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_9);
  __pyx_t_9 = 0;

  /* "pandas/src/reduce.pyx":360
 *         islider = Slider(self.index, self.dummy_index)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             for i in range(n):
 *                 group_size += 1
 */
  /*try:*/ {
    {
      __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_5);
      /*try:*/ {

        /* "pandas/src/reduce.pyx":361
 * 
 *         try:
 *             for i in range(n):             # <<<<<<<<<<<<<<
 *                 group_size += 1
 * 
 */
        __pyx_t_11 = __pyx_v_n;
        for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_11; __pyx_t_12+=1) {
          __pyx_v_i = __pyx_t_12;

          /* "pandas/src/reduce.pyx":362
 *         try:
 *             for i in range(n):
 *                 group_size += 1             # <<<<<<<<<<<<<<
 * 
 *                 lab = labels[i]
 */
          __pyx_v_group_size = (__pyx_v_group_size + 1);

          /* "pandas/src/reduce.pyx":364
 *                 group_size += 1
 * 
 *                 lab = labels[i]             # <<<<<<<<<<<<<<
 * 
 *                 if i == n - 1 or lab != labels[i + 1]:
 */
          __pyx_t_13 = __pyx_v_i;
          __pyx_t_2 = -1;
          if (__pyx_t_13 < 0) {
            __pyx_t_13 += __pyx_pybuffernd_labels.diminfo[0].shape;
            if (unlikely(__pyx_t_13 < 0)) __pyx_t_2 = 0;
          } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_2 = 0;
          if (unlikely(__pyx_t_2 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_2);
            {__pyx_filename = __pyx_f[1]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
          }
          __pyx_v_lab = (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_labels.diminfo[0].strides));

          /* "pandas/src/reduce.pyx":366
 *                 lab = labels[i]
 * 
 *                 if i == n - 1 or lab != labels[i + 1]:             # <<<<<<<<<<<<<<
 *                     if lab == -1:
 *                         islider.advance(group_size)
 */
          __pyx_t_15 = ((__pyx_v_i == (__pyx_v_n - 1)) != 0);
          if (!__pyx_t_15) {
            goto __pyx_L18_next_or;
          } else {
            __pyx_t_14 = __pyx_t_15;
            goto __pyx_L17_bool_binop_done;
          }
          __pyx_L18_next_or:;
          __pyx_t_16 = (__pyx_v_i + 1);
          __pyx_t_2 = -1;
          if (__pyx_t_16 < 0) {
            __pyx_t_16 += __pyx_pybuffernd_labels.diminfo[0].shape;
            if (unlikely(__pyx_t_16 < 0)) __pyx_t_2 = 0;
          } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_labels.diminfo[0].shape)) __pyx_t_2 = 0;
          if (unlikely(__pyx_t_2 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_2);
            {__pyx_filename = __pyx_f[1]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
          }
          __pyx_t_15 = ((__pyx_v_lab != (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_labels.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_labels.diminfo[0].strides))) != 0);
          __pyx_t_14 = __pyx_t_15;
          __pyx_L17_bool_binop_done:;
          if (__pyx_t_14) {

            /* "pandas/src/reduce.pyx":367
 * 
 *                 if i == n - 1 or lab != labels[i + 1]:
 *                     if lab == -1:             # <<<<<<<<<<<<<<
 *                         islider.advance(group_size)
 *                         vslider.advance(group_size)
 */
            __pyx_t_14 = ((__pyx_v_lab == -1) != 0);
            if (__pyx_t_14) {

              /* "pandas/src/reduce.pyx":368
 *                 if i == n - 1 or lab != labels[i + 1]:
 *                     if lab == -1:
 *                         islider.advance(group_size)             # <<<<<<<<<<<<<<
 *                         vslider.advance(group_size)
 *                         group_size = 0
 */
              __pyx_t_9 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->advance(__pyx_v_islider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

              /* "pandas/src/reduce.pyx":369
 *                     if lab == -1:
 *                         islider.advance(group_size)
 *                         vslider.advance(group_size)             # <<<<<<<<<<<<<<
 *                         group_size = 0
 *                         continue
 */
              __pyx_t_9 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->advance(__pyx_v_vslider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 369; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

              /* "pandas/src/reduce.pyx":370
 *                         islider.advance(group_size)
 *                         vslider.advance(group_size)
 *                         group_size = 0             # <<<<<<<<<<<<<<
 *                         continue
 * 
 */
              __pyx_v_group_size = 0;

              /* "pandas/src/reduce.pyx":371
 *                         vslider.advance(group_size)
 *                         group_size = 0
 *                         continue             # <<<<<<<<<<<<<<
 * 
 *                     islider.set_length(group_size)
 */
              goto __pyx_L14_continue;
            }

            /* "pandas/src/reduce.pyx":373
 *                         continue
 * 
 *                     islider.set_length(group_size)             # <<<<<<<<<<<<<<
 *                     vslider.set_length(group_size)
 * 
 */
            __pyx_t_9 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->set_length(__pyx_v_islider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

            /* "pandas/src/reduce.pyx":374
 * 
 *                     islider.set_length(group_size)
 *                     vslider.set_length(group_size)             # <<<<<<<<<<<<<<
 * 
 *                     if cached_typ is None:
 */
            __pyx_t_9 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->set_length(__pyx_v_vslider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

            /* "pandas/src/reduce.pyx":376
 *                     vslider.set_length(group_size)
 * 
 *                     if cached_typ is None:             # <<<<<<<<<<<<<<
 *                         cached_ityp = self.ityp(islider.buf)
 *                         cached_typ = self.typ(vslider.buf, index=cached_ityp,
 */
            __pyx_t_14 = (__pyx_v_cached_typ == Py_None);
            __pyx_t_15 = (__pyx_t_14 != 0);
            if (__pyx_t_15) {

              /* "pandas/src/reduce.pyx":377
 * 
 *                     if cached_typ is None:
 *                         cached_ityp = self.ityp(islider.buf)             # <<<<<<<<<<<<<<
 *                         cached_typ = self.typ(vslider.buf, index=cached_ityp,
 *                                               name=name)
 */
              __Pyx_INCREF(__pyx_v_self->ityp);
              __pyx_t_1 = __pyx_v_self->ityp; __pyx_t_7 = NULL;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
                __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_1);
                if (likely(__pyx_t_7)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                  __Pyx_INCREF(__pyx_t_7);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_1, function);
                }
              }
              if (!__pyx_t_7) {
                __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_1, ((PyObject *)__pyx_v_islider->buf)); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_9);
              } else {
                __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_6);
                PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7); __Pyx_GIVEREF(__pyx_t_7); __pyx_t_7 = NULL;
                __Pyx_INCREF(((PyObject *)__pyx_v_islider->buf));
                PyTuple_SET_ITEM(__pyx_t_6, 0+1, ((PyObject *)__pyx_v_islider->buf));
                __Pyx_GIVEREF(((PyObject *)__pyx_v_islider->buf));
                __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_9);
                __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
              }
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __Pyx_DECREF_SET(__pyx_v_cached_ityp, __pyx_t_9);
              __pyx_t_9 = 0;

              /* "pandas/src/reduce.pyx":378
 *                     if cached_typ is None:
 *                         cached_ityp = self.ityp(islider.buf)
 *                         cached_typ = self.typ(vslider.buf, index=cached_ityp,             # <<<<<<<<<<<<<<
 *                                               name=name)
 *                     else:
 */
              __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 378; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_INCREF(((PyObject *)__pyx_v_vslider->buf));
              PyTuple_SET_ITEM(__pyx_t_9, 0, ((PyObject *)__pyx_v_vslider->buf));
              __Pyx_GIVEREF(((PyObject *)__pyx_v_vslider->buf));
              __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 378; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_1);
              if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_index, __pyx_v_cached_ityp) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 378; __pyx_clineno = __LINE__; goto __pyx_L6_error;}

              /* "pandas/src/reduce.pyx":379
 *                         cached_ityp = self.ityp(islider.buf)
 *                         cached_typ = self.typ(vslider.buf, index=cached_ityp,
 *                                               name=name)             # <<<<<<<<<<<<<<
 *                     else:
 *                         object.__setattr__(cached_ityp, '_data', islider.buf)
 */
              if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_name_2, __pyx_v_name) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 378; __pyx_clineno = __LINE__; goto __pyx_L6_error;}

              /* "pandas/src/reduce.pyx":378
 *                     if cached_typ is None:
 *                         cached_ityp = self.ityp(islider.buf)
 *                         cached_typ = self.typ(vslider.buf, index=cached_ityp,             # <<<<<<<<<<<<<<
 *                                               name=name)
 *                     else:
 */
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_v_self->typ, __pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 378; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __Pyx_DECREF_SET(__pyx_v_cached_typ, __pyx_t_6);
              __pyx_t_6 = 0;
              goto __pyx_L20;
            }
            /*else*/ {

              /* "pandas/src/reduce.pyx":381
 *                                               name=name)
 *                     else:
 *                         object.__setattr__(cached_ityp, '_data', islider.buf)             # <<<<<<<<<<<<<<
 *                         cached_ityp._engine.clear_mapping()
 *                         object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 */
              __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_1);
              __pyx_t_9 = NULL;
              __pyx_t_17 = 0;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
                __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_1);
                if (likely(__pyx_t_9)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
                  __Pyx_INCREF(__pyx_t_9);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_1, function);
                  __pyx_t_17 = 1;
                }
              }
              __pyx_t_7 = PyTuple_New(3+__pyx_t_17); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_7);
              if (__pyx_t_9) {
                PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_9); __Pyx_GIVEREF(__pyx_t_9); __pyx_t_9 = NULL;
              }
              __Pyx_INCREF(__pyx_v_cached_ityp);
              PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_17, __pyx_v_cached_ityp);
              __Pyx_GIVEREF(__pyx_v_cached_ityp);
              __Pyx_INCREF(__pyx_n_s_data);
              PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_17, __pyx_n_s_data);
              __Pyx_GIVEREF(__pyx_n_s_data);
              __Pyx_INCREF(((PyObject *)__pyx_v_islider->buf));
              PyTuple_SET_ITEM(__pyx_t_7, 2+__pyx_t_17, ((PyObject *)__pyx_v_islider->buf));
              __Pyx_GIVEREF(((PyObject *)__pyx_v_islider->buf));
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 381; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

              /* "pandas/src/reduce.pyx":382
 *                     else:
 *                         object.__setattr__(cached_ityp, '_data', islider.buf)
 *                         cached_ityp._engine.clear_mapping()             # <<<<<<<<<<<<<<
 *                         object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                         object.__setattr__(cached_typ, '_index', cached_ityp)
 */
              __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_ityp, __pyx_n_s_engine); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 382; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_1);
              __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_clear_mapping); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 382; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_7);
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __pyx_t_1 = NULL;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
                __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
                if (likely(__pyx_t_1)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
                  __Pyx_INCREF(__pyx_t_1);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_7, function);
                }
              }
              if (__pyx_t_1) {
                __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_t_1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 382; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              } else {
                __pyx_t_6 = __Pyx_PyObject_CallNoArg(__pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 382; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              }
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

              /* "pandas/src/reduce.pyx":383
 *                         object.__setattr__(cached_ityp, '_data', islider.buf)
 *                         cached_ityp._engine.clear_mapping()
 *                         object.__setattr__(cached_typ._data._block, 'values', vslider.buf)             # <<<<<<<<<<<<<<
 *                         object.__setattr__(cached_typ, '_index', cached_ityp)
 *                         object.__setattr__(cached_typ, 'name', name)
 */
              __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_7);
              __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_typ, __pyx_n_s_data); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_1);
              __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_block); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
              __pyx_t_1 = NULL;
              __pyx_t_17 = 0;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
                __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
                if (likely(__pyx_t_1)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
                  __Pyx_INCREF(__pyx_t_1);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_7, function);
                  __pyx_t_17 = 1;
                }
              }
              __pyx_t_8 = PyTuple_New(3+__pyx_t_17); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_8);
              if (__pyx_t_1) {
                PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = NULL;
              }
              PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_17, __pyx_t_9);
              __Pyx_GIVEREF(__pyx_t_9);
              __Pyx_INCREF(__pyx_n_s_values);
              PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_17, __pyx_n_s_values);
              __Pyx_GIVEREF(__pyx_n_s_values);
              __Pyx_INCREF(((PyObject *)__pyx_v_vslider->buf));
              PyTuple_SET_ITEM(__pyx_t_8, 2+__pyx_t_17, ((PyObject *)__pyx_v_vslider->buf));
              __Pyx_GIVEREF(((PyObject *)__pyx_v_vslider->buf));
              __pyx_t_9 = 0;
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_8, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

              /* "pandas/src/reduce.pyx":384
 *                         cached_ityp._engine.clear_mapping()
 *                         object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                         object.__setattr__(cached_typ, '_index', cached_ityp)             # <<<<<<<<<<<<<<
 *                         object.__setattr__(cached_typ, 'name', name)
 * 
 */
              __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_7);
              __pyx_t_8 = NULL;
              __pyx_t_17 = 0;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
                __pyx_t_8 = PyMethod_GET_SELF(__pyx_t_7);
                if (likely(__pyx_t_8)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
                  __Pyx_INCREF(__pyx_t_8);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_7, function);
                  __pyx_t_17 = 1;
                }
              }
              __pyx_t_9 = PyTuple_New(3+__pyx_t_17); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              if (__pyx_t_8) {
                PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_8); __Pyx_GIVEREF(__pyx_t_8); __pyx_t_8 = NULL;
              }
              __Pyx_INCREF(__pyx_v_cached_typ);
              PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_17, __pyx_v_cached_typ);
              __Pyx_GIVEREF(__pyx_v_cached_typ);
              __Pyx_INCREF(__pyx_n_s_index_2);
              PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_17, __pyx_n_s_index_2);
              __Pyx_GIVEREF(__pyx_n_s_index_2);
              __Pyx_INCREF(__pyx_v_cached_ityp);
              PyTuple_SET_ITEM(__pyx_t_9, 2+__pyx_t_17, __pyx_v_cached_ityp);
              __Pyx_GIVEREF(__pyx_v_cached_ityp);
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_9, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

              /* "pandas/src/reduce.pyx":385
 *                         object.__setattr__(cached_typ._data._block, 'values', vslider.buf)
 *                         object.__setattr__(cached_typ, '_index', cached_ityp)
 *                         object.__setattr__(cached_typ, 'name', name)             # <<<<<<<<<<<<<<
 * 
 *                     cached_ityp._engine.clear_mapping()
 */
              __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_7);
              __pyx_t_9 = NULL;
              __pyx_t_17 = 0;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
                __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_7);
                if (likely(__pyx_t_9)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
                  __Pyx_INCREF(__pyx_t_9);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_7, function);
                  __pyx_t_17 = 1;
                }
              }
              __pyx_t_8 = PyTuple_New(3+__pyx_t_17); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_8);
              if (__pyx_t_9) {
                PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_9); __Pyx_GIVEREF(__pyx_t_9); __pyx_t_9 = NULL;
              }
              __Pyx_INCREF(__pyx_v_cached_typ);
              PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_17, __pyx_v_cached_typ);
              __Pyx_GIVEREF(__pyx_v_cached_typ);
              __Pyx_INCREF(__pyx_n_s_name_2);
              PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_17, __pyx_n_s_name_2);
              __Pyx_GIVEREF(__pyx_n_s_name_2);
              __Pyx_INCREF(__pyx_v_name);
              PyTuple_SET_ITEM(__pyx_t_8, 2+__pyx_t_17, __pyx_v_name);
              __Pyx_GIVEREF(__pyx_v_name);
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_8, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
            }
            __pyx_L20:;

            /* "pandas/src/reduce.pyx":387
 *                         object.__setattr__(cached_typ, 'name', name)
 * 
 *                     cached_ityp._engine.clear_mapping()             # <<<<<<<<<<<<<<
 *                     res = self.f(cached_typ)
 *                     res = _extract_result(res)
 */
            __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_v_cached_ityp, __pyx_n_s_engine); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_7);
            __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_clear_mapping); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_8);
            __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
            __pyx_t_7 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
              __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8);
              if (likely(__pyx_t_7)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
                __Pyx_INCREF(__pyx_t_7);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_8, function);
              }
            }
            if (__pyx_t_7) {
              __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
            } else {
              __pyx_t_6 = __Pyx_PyObject_CallNoArg(__pyx_t_8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 387; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            }
            __Pyx_GOTREF(__pyx_t_6);
            __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

            /* "pandas/src/reduce.pyx":388
 * 
 *                     cached_ityp._engine.clear_mapping()
 *                     res = self.f(cached_typ)             # <<<<<<<<<<<<<<
 *                     res = _extract_result(res)
 *                     if not initialized:
 */
            __Pyx_INCREF(__pyx_v_self->f);
            __pyx_t_8 = __pyx_v_self->f; __pyx_t_7 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
              __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_8);
              if (likely(__pyx_t_7)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
                __Pyx_INCREF(__pyx_t_7);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_8, function);
              }
            }
            if (!__pyx_t_7) {
              __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_v_cached_typ); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
            } else {
              __pyx_t_9 = PyTuple_New(1+1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_9);
              PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __Pyx_GIVEREF(__pyx_t_7); __pyx_t_7 = NULL;
              __Pyx_INCREF(__pyx_v_cached_typ);
              PyTuple_SET_ITEM(__pyx_t_9, 0+1, __pyx_v_cached_typ);
              __Pyx_GIVEREF(__pyx_v_cached_typ);
              __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_9, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 388; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_6);
              __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
            }
            __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
            __Pyx_XDECREF_SET(__pyx_v_res, __pyx_t_6);
            __pyx_t_6 = 0;

            /* "pandas/src/reduce.pyx":389
 *                     cached_ityp._engine.clear_mapping()
 *                     res = self.f(cached_typ)
 *                     res = _extract_result(res)             # <<<<<<<<<<<<<<
 *                     if not initialized:
 *                         result = self._get_result_array(res)
 */
            __pyx_t_6 = __pyx_f_6pandas_3lib__extract_result(__pyx_v_res); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 389; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_6);
            __pyx_t_6 = 0;

            /* "pandas/src/reduce.pyx":390
 *                     res = self.f(cached_typ)
 *                     res = _extract_result(res)
 *                     if not initialized:             # <<<<<<<<<<<<<<
 *                         result = self._get_result_array(res)
 *                         initialized = 1
 */
            __pyx_t_15 = ((!(__pyx_v_initialized != 0)) != 0);
            if (__pyx_t_15) {

              /* "pandas/src/reduce.pyx":391
 *                     res = _extract_result(res)
 *                     if not initialized:
 *                         result = self._get_result_array(res)             # <<<<<<<<<<<<<<
 *                         initialized = 1
 * 
 */
              __pyx_t_8 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_result_array); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_GOTREF(__pyx_t_8);
              __pyx_t_9 = NULL;
              if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
                __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_8);
                if (likely(__pyx_t_9)) {
                  PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
                  __Pyx_INCREF(__pyx_t_9);
                  __Pyx_INCREF(function);
                  __Pyx_DECREF_SET(__pyx_t_8, function);
                }
              }
              if (!__pyx_t_9) {
                __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_v_res); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_6);
              } else {
                __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_7);
                PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_9); __Pyx_GIVEREF(__pyx_t_9); __pyx_t_9 = NULL;
                __Pyx_INCREF(__pyx_v_res);
                PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_res);
                __Pyx_GIVEREF(__pyx_v_res);
                __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_7, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
                __Pyx_GOTREF(__pyx_t_6);
                __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
              }
              __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
              if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 391; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
              __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_6));
              __pyx_t_6 = 0;

              /* "pandas/src/reduce.pyx":392
 *                     if not initialized:
 *                         result = self._get_result_array(res)
 *                         initialized = 1             # <<<<<<<<<<<<<<
 * 
 *                     util.assign_value_1d(result, lab, res)
 */
              __pyx_v_initialized = 1;
              goto __pyx_L21;
            }
            __pyx_L21:;

            /* "pandas/src/reduce.pyx":394
 *                         initialized = 1
 * 
 *                     util.assign_value_1d(result, lab, res)             # <<<<<<<<<<<<<<
 *                     counts[lab] = group_size
 *                     islider.advance(group_size)
 */
            if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 394; __pyx_clineno = __LINE__; goto __pyx_L6_error;} }
            __pyx_t_2 = assign_value_1d(__pyx_v_result, __pyx_v_lab, __pyx_v_res); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 394; __pyx_clineno = __LINE__; goto __pyx_L6_error;}

            /* "pandas/src/reduce.pyx":395
 * 
 *                     util.assign_value_1d(result, lab, res)
 *                     counts[lab] = group_size             # <<<<<<<<<<<<<<
 *                     islider.advance(group_size)
 *                     vslider.advance(group_size)
 */
            __pyx_t_17 = __pyx_v_lab;
            __pyx_t_2 = -1;
            if (__pyx_t_17 < 0) {
              __pyx_t_17 += __pyx_pybuffernd_counts.diminfo[0].shape;
              if (unlikely(__pyx_t_17 < 0)) __pyx_t_2 = 0;
            } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_counts.diminfo[0].shape)) __pyx_t_2 = 0;
            if (unlikely(__pyx_t_2 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_2);
              {__pyx_filename = __pyx_f[1]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            }
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_counts.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_counts.diminfo[0].strides) = __pyx_v_group_size;

            /* "pandas/src/reduce.pyx":396
 *                     util.assign_value_1d(result, lab, res)
 *                     counts[lab] = group_size
 *                     islider.advance(group_size)             # <<<<<<<<<<<<<<
 *                     vslider.advance(group_size)
 * 
 */
            __pyx_t_6 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->advance(__pyx_v_islider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

            /* "pandas/src/reduce.pyx":397
 *                     counts[lab] = group_size
 *                     islider.advance(group_size)
 *                     vslider.advance(group_size)             # <<<<<<<<<<<<<<
 * 
 *                     group_size = 0
 */
            __pyx_t_6 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->advance(__pyx_v_vslider, __pyx_v_group_size, 0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
            __Pyx_GOTREF(__pyx_t_6);
            __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

            /* "pandas/src/reduce.pyx":399
 *                     vslider.advance(group_size)
 * 
 *                     group_size = 0             # <<<<<<<<<<<<<<
 * 
 *         except:
 */
            __pyx_v_group_size = 0;
            goto __pyx_L16;
          }
          __pyx_L16:;
          __pyx_L14_continue:;
        }
      }
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L13_try_end;
      __pyx_L6_error:;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;

      /* "pandas/src/reduce.pyx":401
 *                     group_size = 0
 * 
 *         except:             # <<<<<<<<<<<<<<
 *             raise
 *         finally:
 */
      /*except:*/ {
        __Pyx_AddTraceback("pandas.lib.SeriesGrouper.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_6, &__pyx_t_8, &__pyx_t_7) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 401; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_7);

        /* "pandas/src/reduce.pyx":402
 * 
 *         except:
 *             raise             # <<<<<<<<<<<<<<
 *         finally:
 *             # so we don't free the wrong memory
 */
        __Pyx_GIVEREF(__pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_8);
        __Pyx_XGIVEREF(__pyx_t_7);
        __Pyx_ErrRestore(__pyx_t_6, __pyx_t_8, __pyx_t_7);
        __pyx_t_6 = 0; __pyx_t_8 = 0; __pyx_t_7 = 0; 
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 402; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
      }
      __pyx_L8_except_error:;
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L4_error;
      __pyx_L13_try_end:;
    }
  }

  /* "pandas/src/reduce.pyx":405
 *         finally:
 *             # so we don't free the wrong memory
 *             islider.reset()             # <<<<<<<<<<<<<<
 *             vslider.reset()
 * 
 */
  /*finally:*/ {
    /*normal exit:*/{
      __pyx_t_7 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->reset(__pyx_v_islider, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

      /* "pandas/src/reduce.pyx":406
 *             # so we don't free the wrong memory
 *             islider.reset()
 *             vslider.reset()             # <<<<<<<<<<<<<<
 * 
 *         if result.dtype == np.object_:
 */
      __pyx_t_7 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->reset(__pyx_v_vslider, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L5;
    }
    /*exception exit:*/{
      __pyx_L4_error:;
      __pyx_t_5 = 0; __pyx_t_4 = 0; __pyx_t_3 = 0; __pyx_t_20 = 0; __pyx_t_21 = 0; __pyx_t_22 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_20, &__pyx_t_21, &__pyx_t_22);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_5, &__pyx_t_4, &__pyx_t_3) < 0)) __Pyx_ErrFetch(&__pyx_t_5, &__pyx_t_4, &__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_20);
      __Pyx_XGOTREF(__pyx_t_21);
      __Pyx_XGOTREF(__pyx_t_22);
      __pyx_t_2 = __pyx_lineno; __pyx_t_18 = __pyx_clineno; __pyx_t_19 = __pyx_filename;
      {

        /* "pandas/src/reduce.pyx":405
 *         finally:
 *             # so we don't free the wrong memory
 *             islider.reset()             # <<<<<<<<<<<<<<
 *             vslider.reset()
 * 
 */
        __pyx_t_7 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_islider->__pyx_vtab)->reset(__pyx_v_islider, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L25_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

        /* "pandas/src/reduce.pyx":406
 *             # so we don't free the wrong memory
 *             islider.reset()
 *             vslider.reset()             # <<<<<<<<<<<<<<
 * 
 *         if result.dtype == np.object_:
 */
        __pyx_t_7 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_vslider->__pyx_vtab)->reset(__pyx_v_vslider, 0); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 406; __pyx_clineno = __LINE__; goto __pyx_L25_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_20);
        __Pyx_XGIVEREF(__pyx_t_21);
        __Pyx_XGIVEREF(__pyx_t_22);
        __Pyx_ExceptionReset(__pyx_t_20, __pyx_t_21, __pyx_t_22);
      }
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_ErrRestore(__pyx_t_5, __pyx_t_4, __pyx_t_3);
      __pyx_t_5 = 0; __pyx_t_4 = 0; __pyx_t_3 = 0; __pyx_t_20 = 0; __pyx_t_21 = 0; __pyx_t_22 = 0;
      __pyx_lineno = __pyx_t_2; __pyx_clineno = __pyx_t_18; __pyx_filename = __pyx_t_19;
      goto __pyx_L1_error;
      __pyx_L25_error:;
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_20);
        __Pyx_XGIVEREF(__pyx_t_21);
        __Pyx_XGIVEREF(__pyx_t_22);
        __Pyx_ExceptionReset(__pyx_t_20, __pyx_t_21, __pyx_t_22);
      }
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_20 = 0; __pyx_t_21 = 0; __pyx_t_22 = 0;
      goto __pyx_L1_error;
    }
    __pyx_L5:;
  }

  /* "pandas/src/reduce.pyx":408
 *             vslider.reset()
 * 
 *         if result.dtype == np.object_:             # <<<<<<<<<<<<<<
 *             result = maybe_convert_objects(result)
 * 
 */
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_dtype); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_object_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __pyx_t_8 = PyObject_RichCompare(__pyx_t_7, __pyx_t_6, Py_EQ); __Pyx_XGOTREF(__pyx_t_8); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_8); if (unlikely(__pyx_t_15 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  if (__pyx_t_15) {

    /* "pandas/src/reduce.pyx":409
 * 
 *         if result.dtype == np.object_:
 *             result = maybe_convert_objects(result)             # <<<<<<<<<<<<<<
 * 
 *         return result, counts
 */
    __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_7 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_7)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
      }
    }
    if (!__pyx_t_7) {
      __pyx_t_8 = __Pyx_PyObject_CallOneArg(__pyx_t_6, ((PyObject *)__pyx_v_result)); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
    } else {
      __pyx_t_9 = PyTuple_New(1+1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __Pyx_GIVEREF(__pyx_t_7); __pyx_t_7 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_result));
      PyTuple_SET_ITEM(__pyx_t_9, 0+1, ((PyObject *)__pyx_v_result));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
      __pyx_t_8 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_9, NULL); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(((__pyx_t_8) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_8, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_8));
    __pyx_t_8 = 0;
    goto __pyx_L26;
  }
  __pyx_L26:;

  /* "pandas/src/reduce.pyx":411
 *             result = maybe_convert_objects(result)
 * 
 *         return result, counts             # <<<<<<<<<<<<<<
 * 
 *     def _get_result_array(self, object res):
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_v_result)) { __Pyx_RaiseUnboundLocalError("result"); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_8 = PyTuple_New(2); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  PyTuple_SET_ITEM(__pyx_t_8, 0, ((PyObject *)__pyx_v_result));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
  __Pyx_INCREF(((PyObject *)__pyx_v_counts));
  PyTuple_SET_ITEM(__pyx_t_8, 1, ((PyObject *)__pyx_v_counts));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_counts));
  __pyx_r = __pyx_t_8;
  __pyx_t_8 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":341
 *         return values, index
 * 
 *     def get_result(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr, result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper.get_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_counts.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_labels.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_labels);
  __Pyx_XDECREF((PyObject *)__pyx_v_counts);
  __Pyx_XDECREF(__pyx_v_res);
  __Pyx_XDECREF((PyObject *)__pyx_v_vslider);
  __Pyx_XDECREF((PyObject *)__pyx_v_islider);
  __Pyx_XDECREF(__pyx_v_name);
  __Pyx_XDECREF(__pyx_v_cached_typ);
  __Pyx_XDECREF(__pyx_v_cached_ityp);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":413
 *         return result, counts
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_7_get_result_array(PyObject *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_result_array (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6_get_result_array(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_res));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6_get_result_array(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_res) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  Py_ssize_t __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_get_result_array", 0);

  /* "pandas/src/reduce.pyx":414
 * 
 *     def _get_result_array(self, object res):
 *         try:             # <<<<<<<<<<<<<<
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/reduce.pyx":415
 *     def _get_result_array(self, object res):
 *         try:
 *             assert(not isinstance(res, np.ndarray))             # <<<<<<<<<<<<<<
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 * 
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_4 = __Pyx_TypeCheck(__pyx_v_res, ((PyObject*)__pyx_ptype_5numpy_ndarray)); 
        if (unlikely(!((!(__pyx_t_4 != 0)) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 415; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":416
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))             # <<<<<<<<<<<<<<
 * 
 *             result = np.empty(self.ngroups, dtype='O')
 */
      #ifndef CYTHON_WITHOUT_ASSERTIONS
      if (unlikely(!Py_OptimizeFlag)) {
        __pyx_t_5 = PyList_Check(__pyx_v_res); 
        __pyx_t_6 = (__pyx_t_5 != 0);
        if (__pyx_t_6) {
          goto __pyx_L12_next_and;
        } else {
          __pyx_t_4 = __pyx_t_6;
          goto __pyx_L11_bool_binop_done;
        }
        __pyx_L12_next_and:;
        __pyx_t_7 = PyObject_Length(__pyx_v_res); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 416; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __pyx_t_8 = __pyx_v_self->dummy_arr;
        __Pyx_INCREF(__pyx_t_8);
        __pyx_t_9 = PyObject_Length(__pyx_t_8); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 416; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_6 = ((__pyx_t_7 == __pyx_t_9) != 0);
        __pyx_t_4 = __pyx_t_6;
        __pyx_L11_bool_binop_done:;
        if (unlikely(!((!__pyx_t_4) != 0))) {
          PyErr_SetNone(PyExc_AssertionError);
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 416; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      #endif

      /* "pandas/src/reduce.pyx":418
 *             assert(not (isinstance(res, list) and len(res) == len(self.dummy_arr)))
 * 
 *             result = np.empty(self.ngroups, dtype='O')             # <<<<<<<<<<<<<<
 *         except Exception:
 *             raise ValueError('function does not reduce')
 */
      __pyx_t_8 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_10 = __Pyx_PyObject_GetAttrStr(__pyx_t_8, __pyx_n_s_empty); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_t_8 = PyInt_FromSsize_t(__pyx_v_self->ngroups); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_11);
      PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_8);
      __Pyx_GIVEREF(__pyx_t_8);
      __pyx_t_8 = 0;
      __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_10, __pyx_t_11, __pyx_t_8); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 418; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __pyx_v_result = __pyx_t_12;
      __pyx_t_12 = 0;
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L10_try_end;
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;

    /* "pandas/src/reduce.pyx":419
 * 
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:             # <<<<<<<<<<<<<<
 *             raise ValueError('function does not reduce')
 *         return result
 */
    __pyx_t_13 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_13) {
      __Pyx_AddTraceback("pandas.lib.SeriesGrouper._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_12, &__pyx_t_8, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 419; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __Pyx_GOTREF(__pyx_t_8);
      __Pyx_GOTREF(__pyx_t_11);

      /* "pandas/src/reduce.pyx":420
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
      __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__36, NULL); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_10);
      __Pyx_Raise(__pyx_t_10, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L10_try_end:;
  }

  /* "pandas/src/reduce.pyx":421
 *         except Exception:
 *             raise ValueError('function does not reduce')
 *         return result             # <<<<<<<<<<<<<<
 * 
 * cdef inline _extract_result(object res):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":413
 *         return result, counts
 * 
 *     def _get_result_array(self, object res):             # <<<<<<<<<<<<<<
 *         try:
 *             assert(not isinstance(res, np.ndarray))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_AddTraceback("pandas.lib.SeriesGrouper._get_result_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":301
 * 
 *     cdef public:
 *         object arr, index, dummy_arr, dummy_index, f, labels, values, typ, ityp, name             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, object series, object f, object labels,
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_3arr___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->arr);
  __pyx_r = __pyx_v_self->arr;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->arr);
  __Pyx_DECREF(__pyx_v_self->arr);
  __pyx_v_self->arr = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_5index_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_5index_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_5index___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_5index___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->index);
  __pyx_r = __pyx_v_self->index;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_5index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dummy_arr);
  __pyx_r = __pyx_v_self->dummy_arr;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_9dummy_arr_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->dummy_arr);
  __Pyx_DECREF(__pyx_v_self->dummy_arr);
  __pyx_v_self->dummy_arr = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dummy_index);
  __pyx_r = __pyx_v_self->dummy_index;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_11dummy_index_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->dummy_index);
  __Pyx_DECREF(__pyx_v_self->dummy_index);
  __pyx_v_self->dummy_index = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_1f_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_1f_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_1f___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_1f___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->f);
  __pyx_r = __pyx_v_self->f;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_1f_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->f);
  __Pyx_DECREF(__pyx_v_self->f);
  __pyx_v_self->f = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6labels___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->labels);
  __pyx_r = __pyx_v_self->labels;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->labels);
  __Pyx_DECREF(__pyx_v_self->labels);
  __pyx_v_self->labels = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6labels_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->labels);
  __Pyx_DECREF(__pyx_v_self->labels);
  __pyx_v_self->labels = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_6values_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_6values_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6values___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_6values___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->values);
  __pyx_r = __pyx_v_self->values;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->values);
  __Pyx_DECREF(__pyx_v_self->values);
  __pyx_v_self->values = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_6values_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->values);
  __Pyx_DECREF(__pyx_v_self->values);
  __pyx_v_self->values = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_3typ___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->typ);
  __pyx_r = __pyx_v_self->typ;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_3typ_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->typ);
  __Pyx_DECREF(__pyx_v_self->typ);
  __pyx_v_self->typ = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->ityp);
  __pyx_r = __pyx_v_self->ityp;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4ityp_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->ityp);
  __Pyx_DECREF(__pyx_v_self->ityp);
  __pyx_v_self->ityp = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_4name_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_13SeriesGrouper_4name_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4name___get__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_13SeriesGrouper_4name___get__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_2__set__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_2__set__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_4__del__(((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_13SeriesGrouper_4name_4__del__(struct __pyx_obj_6pandas_3lib_SeriesGrouper *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":423
 *         return result
 * 
 * cdef inline _extract_result(object res):             # <<<<<<<<<<<<<<
 *     ''' extract the result object, it might be a 0-dim ndarray
 *         or a len-1 0-dim, or a scalar '''
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_3lib__extract_result(PyObject *__pyx_v_res) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_extract_result", 0);
  __Pyx_INCREF(__pyx_v_res);

  /* "pandas/src/reduce.pyx":426
 *     ''' extract the result object, it might be a 0-dim ndarray
 *         or a len-1 0-dim, or a scalar '''
 *     if hasattr(res,'values'):             # <<<<<<<<<<<<<<
 *        res = res.values
 *     if not np.isscalar(res):
 */
  __pyx_t_1 = PyObject_HasAttr(__pyx_v_res, __pyx_n_s_values); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 426; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/reduce.pyx":427
 *         or a len-1 0-dim, or a scalar '''
 *     if hasattr(res,'values'):
 *        res = res.values             # <<<<<<<<<<<<<<
 *     if not np.isscalar(res):
 *        if isinstance(res, np.ndarray):
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_res, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 427; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":428
 *     if hasattr(res,'values'):
 *        res = res.values
 *     if not np.isscalar(res):             # <<<<<<<<<<<<<<
 *        if isinstance(res, np.ndarray):
 *           if res.ndim == 0:
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_isscalar); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_res); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(__pyx_v_res);
    PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_res);
    __Pyx_GIVEREF(__pyx_v_res);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_1 = ((!__pyx_t_2) != 0);
  if (__pyx_t_1) {

    /* "pandas/src/reduce.pyx":429
 *        res = res.values
 *     if not np.isscalar(res):
 *        if isinstance(res, np.ndarray):             # <<<<<<<<<<<<<<
 *           if res.ndim == 0:
 *              res = res.item()
 */
    __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_res, ((PyObject*)__pyx_ptype_5numpy_ndarray)); 
    __pyx_t_2 = (__pyx_t_1 != 0);
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":430
 *     if not np.isscalar(res):
 *        if isinstance(res, np.ndarray):
 *           if res.ndim == 0:             # <<<<<<<<<<<<<<
 *              res = res.item()
 *           elif res.ndim == 1 and len(res) == 1:
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_res, __pyx_n_s_ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_t_3, __pyx_int_0, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 430; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_2) {

        /* "pandas/src/reduce.pyx":431
 *        if isinstance(res, np.ndarray):
 *           if res.ndim == 0:
 *              res = res.item()             # <<<<<<<<<<<<<<
 *           elif res.ndim == 1 and len(res) == 1:
 *              res = res[0]
 */
        __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_res, __pyx_n_s_item); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __pyx_t_6 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
          __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_3);
          if (likely(__pyx_t_6)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
            __Pyx_INCREF(__pyx_t_6);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_3, function);
          }
        }
        if (__pyx_t_6) {
          __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_6); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        } else {
          __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 431; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_5);
        __pyx_t_5 = 0;
        goto __pyx_L6;
      }

      /* "pandas/src/reduce.pyx":432
 *           if res.ndim == 0:
 *              res = res.item()
 *           elif res.ndim == 1 and len(res) == 1:             # <<<<<<<<<<<<<<
 *              res = res[0]
 *     return res
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_res, __pyx_n_s_ndim); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_t_5, __pyx_int_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_1) {
        goto __pyx_L8_next_and;
      } else {
        __pyx_t_2 = __pyx_t_1;
        goto __pyx_L7_bool_binop_done;
      }
      __pyx_L8_next_and:;
      __pyx_t_7 = PyObject_Length(__pyx_v_res); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_1 = ((__pyx_t_7 == 1) != 0);
      __pyx_t_2 = __pyx_t_1;
      __pyx_L7_bool_binop_done:;
      if (__pyx_t_2) {

        /* "pandas/src/reduce.pyx":433
 *              res = res.item()
 *           elif res.ndim == 1 and len(res) == 1:
 *              res = res[0]             # <<<<<<<<<<<<<<
 *     return res
 * 
 */
        __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_res, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF_SET(__pyx_v_res, __pyx_t_3);
        __pyx_t_3 = 0;
        goto __pyx_L6;
      }
      __pyx_L6:;
      goto __pyx_L5;
    }
    __pyx_L5:;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/src/reduce.pyx":434
 *           elif res.ndim == 1 and len(res) == 1:
 *              res = res[0]
 *     return res             # <<<<<<<<<<<<<<
 * 
 * cdef class Slider:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_res);
  __pyx_r = __pyx_v_res;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":423
 *         return result
 * 
 * cdef inline _extract_result(object res):             # <<<<<<<<<<<<<<
 *     ''' extract the result object, it might be a 0-dim ndarray
 *         or a len-1 0-dim, or a scalar '''
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib._extract_result", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_res);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":445
 *         char *orig_data
 * 
 *     def __init__(self, object values, object buf):             # <<<<<<<<<<<<<<
 *         assert(values.ndim == 1)
 * 
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_6Slider_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_6Slider_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_values = 0;
  PyObject *__pyx_v_buf = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_buf,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_buf)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 2, 2, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_values = values[0];
    __pyx_v_buf = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.Slider.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_6Slider___init__(((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_v_self), __pyx_v_values, __pyx_v_buf);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_6Slider___init__(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, PyObject *__pyx_v_values, PyObject *__pyx_v_buf) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  char *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);
  __Pyx_INCREF(__pyx_v_values);

  /* "pandas/src/reduce.pyx":446
 * 
 *     def __init__(self, object values, object buf):
 *         assert(values.ndim == 1)             # <<<<<<<<<<<<<<
 * 
 *         if not values.flags.contiguous:
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = PyObject_RichCompare(__pyx_t_1, __pyx_int_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (unlikely(!__pyx_t_3)) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 446; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "pandas/src/reduce.pyx":448
 *         assert(values.ndim == 1)
 * 
 *         if not values.flags.contiguous:             # <<<<<<<<<<<<<<
 *             values = values.copy()
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_contiguous); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_4 = ((!__pyx_t_3) != 0);
  if (__pyx_t_4) {

    /* "pandas/src/reduce.pyx":449
 * 
 *         if not values.flags.contiguous:
 *             values = values.copy()             # <<<<<<<<<<<<<<
 * 
 *         assert(values.dtype == buf.dtype)
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_copy); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (__pyx_t_5) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    } else {
      __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 449; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_1);
    __pyx_t_1 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":451
 *             values = values.copy()
 * 
 *         assert(values.dtype == buf.dtype)             # <<<<<<<<<<<<<<
 *         self.values = values
 *         self.buf = buf
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_buf, __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (unlikely(!__pyx_t_4)) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 451; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "pandas/src/reduce.pyx":452
 * 
 *         assert(values.dtype == buf.dtype)
 *         self.values = values             # <<<<<<<<<<<<<<
 *         self.buf = buf
 *         self.stride = values.strides[0]
 */
  if (!(likely(((__pyx_v_values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_values, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __pyx_v_values;
  __Pyx_INCREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __Pyx_GOTREF(__pyx_v_self->values);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->values));
  __pyx_v_self->values = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":453
 *         assert(values.dtype == buf.dtype)
 *         self.values = values
 *         self.buf = buf             # <<<<<<<<<<<<<<
 *         self.stride = values.strides[0]
 * 
 */
  if (!(likely(((__pyx_v_buf) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_buf, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 453; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __pyx_v_buf;
  __Pyx_INCREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __Pyx_GOTREF(__pyx_v_self->buf);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->buf));
  __pyx_v_self->buf = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":454
 *         self.values = values
 *         self.buf = buf
 *         self.stride = values.strides[0]             # <<<<<<<<<<<<<<
 * 
 *         self.orig_data = self.buf.data
 */
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_strides); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = __Pyx_GetItemInt(__pyx_t_5, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_self->stride = __pyx_t_6;

  /* "pandas/src/reduce.pyx":456
 *         self.stride = values.strides[0]
 * 
 *         self.orig_data = self.buf.data             # <<<<<<<<<<<<<<
 *         self.orig_len = self.buf.shape[0]
 *         self.orig_stride = self.buf.strides[0]
 */
  __pyx_t_7 = __pyx_v_self->buf->data;
  __pyx_v_self->orig_data = __pyx_t_7;

  /* "pandas/src/reduce.pyx":457
 * 
 *         self.orig_data = self.buf.data
 *         self.orig_len = self.buf.shape[0]             # <<<<<<<<<<<<<<
 *         self.orig_stride = self.buf.strides[0]
 * 
 */
  __pyx_v_self->orig_len = (__pyx_v_self->buf->dimensions[0]);

  /* "pandas/src/reduce.pyx":458
 *         self.orig_data = self.buf.data
 *         self.orig_len = self.buf.shape[0]
 *         self.orig_stride = self.buf.strides[0]             # <<<<<<<<<<<<<<
 * 
 *         self.buf.data = self.values.data
 */
  __pyx_v_self->orig_stride = (__pyx_v_self->buf->strides[0]);

  /* "pandas/src/reduce.pyx":460
 *         self.orig_stride = self.buf.strides[0]
 * 
 *         self.buf.data = self.values.data             # <<<<<<<<<<<<<<
 *         self.buf.strides[0] = self.stride
 * 
 */
  __pyx_t_7 = __pyx_v_self->values->data;
  __pyx_v_self->buf->data = __pyx_t_7;

  /* "pandas/src/reduce.pyx":461
 * 
 *         self.buf.data = self.values.data
 *         self.buf.strides[0] = self.stride             # <<<<<<<<<<<<<<
 * 
 *     cpdef advance(self, Py_ssize_t k):
 */
  __pyx_t_6 = __pyx_v_self->stride;
  (__pyx_v_self->buf->strides[0]) = __pyx_t_6;

  /* "pandas/src/reduce.pyx":445
 *         char *orig_data
 * 
 *     def __init__(self, object values, object buf):             # <<<<<<<<<<<<<<
 *         assert(values.ndim == 1)
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.Slider.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":463
 *         self.buf.strides[0] = self.stride
 * 
 *     cpdef advance(self, Py_ssize_t k):             # <<<<<<<<<<<<<<
 *         self.buf.data = <char*> self.buf.data + self.stride * k
 * 
 */

static PyObject *__pyx_pw_6pandas_3lib_6Slider_3advance(PyObject *__pyx_v_self, PyObject *__pyx_arg_k); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_advance(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_k, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("advance", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_advance); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_3advance)) {
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_4 = __pyx_t_1; __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (!__pyx_t_5) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
        PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
        __Pyx_GIVEREF(__pyx_t_3);
        __pyx_t_3 = 0;
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/src/reduce.pyx":464
 * 
 *     cpdef advance(self, Py_ssize_t k):
 *         self.buf.data = <char*> self.buf.data + self.stride * k             # <<<<<<<<<<<<<<
 * 
 *     cdef move(self, int start, int end):
 */
  __pyx_v_self->buf->data = (((char *)__pyx_v_self->buf->data) + (__pyx_v_self->stride * __pyx_v_k));

  /* "pandas/src/reduce.pyx":463
 *         self.buf.strides[0] = self.stride
 * 
 *     cpdef advance(self, Py_ssize_t k):             # <<<<<<<<<<<<<<
 *         self.buf.data = <char*> self.buf.data + self.stride * k
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.Slider.advance", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_6Slider_3advance(PyObject *__pyx_v_self, PyObject *__pyx_arg_k); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_6Slider_3advance(PyObject *__pyx_v_self, PyObject *__pyx_arg_k) {
  Py_ssize_t __pyx_v_k;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("advance (wrapper)", 0);
  assert(__pyx_arg_k); {
    __pyx_v_k = __Pyx_PyIndex_AsSsize_t(__pyx_arg_k); if (unlikely((__pyx_v_k == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.Slider.advance", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_6Slider_2advance(((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_v_self), ((Py_ssize_t)__pyx_v_k));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_6Slider_2advance(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_k) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("advance", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_6Slider_advance(__pyx_v_self, __pyx_v_k, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 463; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.Slider.advance", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":466
 *         self.buf.data = <char*> self.buf.data + self.stride * k
 * 
 *     cdef move(self, int start, int end):             # <<<<<<<<<<<<<<
 *         '''
 *         For slicing
 */

static PyObject *__pyx_f_6pandas_3lib_6Slider_move(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("move", 0);

  /* "pandas/src/reduce.pyx":470
 *         For slicing
 *         '''
 *         self.buf.data = self.values.data + self.stride * start             # <<<<<<<<<<<<<<
 *         self.buf.shape[0] = end - start
 * 
 */
  __pyx_v_self->buf->data = (__pyx_v_self->values->data + (__pyx_v_self->stride * __pyx_v_start));

  /* "pandas/src/reduce.pyx":471
 *         '''
 *         self.buf.data = self.values.data + self.stride * start
 *         self.buf.shape[0] = end - start             # <<<<<<<<<<<<<<
 * 
 *     cpdef set_length(self, Py_ssize_t length):
 */
  (__pyx_v_self->buf->dimensions[0]) = (__pyx_v_end - __pyx_v_start);

  /* "pandas/src/reduce.pyx":466
 *         self.buf.data = <char*> self.buf.data + self.stride * k
 * 
 *     cdef move(self, int start, int end):             # <<<<<<<<<<<<<<
 *         '''
 *         For slicing
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":473
 *         self.buf.shape[0] = end - start
 * 
 *     cpdef set_length(self, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *         self.buf.shape[0] = length
 * 
 */

static PyObject *__pyx_pw_6pandas_3lib_6Slider_5set_length(PyObject *__pyx_v_self, PyObject *__pyx_arg_length); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_set_length(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_length, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("set_length", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_set_length); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_5set_length)) {
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_4 = __pyx_t_1; __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_4, function);
        }
      }
      if (!__pyx_t_5) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
        PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
        __Pyx_GIVEREF(__pyx_t_3);
        __pyx_t_3 = 0;
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/src/reduce.pyx":474
 * 
 *     cpdef set_length(self, Py_ssize_t length):
 *         self.buf.shape[0] = length             # <<<<<<<<<<<<<<
 * 
 *     cpdef reset(self):
 */
  (__pyx_v_self->buf->dimensions[0]) = __pyx_v_length;

  /* "pandas/src/reduce.pyx":473
 *         self.buf.shape[0] = end - start
 * 
 *     cpdef set_length(self, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *         self.buf.shape[0] = length
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.Slider.set_length", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_6Slider_5set_length(PyObject *__pyx_v_self, PyObject *__pyx_arg_length); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_6Slider_5set_length(PyObject *__pyx_v_self, PyObject *__pyx_arg_length) {
  Py_ssize_t __pyx_v_length;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("set_length (wrapper)", 0);
  assert(__pyx_arg_length); {
    __pyx_v_length = __Pyx_PyIndex_AsSsize_t(__pyx_arg_length); if (unlikely((__pyx_v_length == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.Slider.set_length", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_6Slider_4set_length(((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_v_self), ((Py_ssize_t)__pyx_v_length));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_6Slider_4set_length(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, Py_ssize_t __pyx_v_length) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("set_length", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_6Slider_set_length(__pyx_v_self, __pyx_v_length, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 473; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.Slider.set_length", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":476
 *         self.buf.shape[0] = length
 * 
 *     cpdef reset(self):             # <<<<<<<<<<<<<<
 * 
 *         self.buf.shape[0] = self.orig_len
 */

static PyObject *__pyx_pw_6pandas_3lib_6Slider_7reset(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_6Slider_reset(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self, int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  char *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_reset); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_7reset)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/src/reduce.pyx":478
 *     cpdef reset(self):
 * 
 *         self.buf.shape[0] = self.orig_len             # <<<<<<<<<<<<<<
 *         self.buf.data = self.orig_data
 *         self.buf.strides[0] = self.orig_stride
 */
  __pyx_t_5 = __pyx_v_self->orig_len;
  (__pyx_v_self->buf->dimensions[0]) = __pyx_t_5;

  /* "pandas/src/reduce.pyx":479
 * 
 *         self.buf.shape[0] = self.orig_len
 *         self.buf.data = self.orig_data             # <<<<<<<<<<<<<<
 *         self.buf.strides[0] = self.orig_stride
 * 
 */
  __pyx_t_6 = __pyx_v_self->orig_data;
  __pyx_v_self->buf->data = __pyx_t_6;

  /* "pandas/src/reduce.pyx":480
 *         self.buf.shape[0] = self.orig_len
 *         self.buf.data = self.orig_data
 *         self.buf.strides[0] = self.orig_stride             # <<<<<<<<<<<<<<
 * 
 * class InvalidApply(Exception):
 */
  __pyx_t_5 = __pyx_v_self->orig_stride;
  (__pyx_v_self->buf->strides[0]) = __pyx_t_5;

  /* "pandas/src/reduce.pyx":476
 *         self.buf.shape[0] = length
 * 
 *     cpdef reset(self):             # <<<<<<<<<<<<<<
 * 
 *         self.buf.shape[0] = self.orig_len
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.Slider.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_6Slider_7reset(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_6Slider_7reset(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("reset (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_6Slider_6reset(((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_6Slider_6reset(struct __pyx_obj_6pandas_3lib_Slider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_6Slider_reset(__pyx_v_self, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 476; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.Slider.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":485
 *     pass
 * 
 * def apply_frame_axis0(object frame, object f, object names,             # <<<<<<<<<<<<<<
 *                       ndarray[int64_t] starts, ndarray[int64_t] ends):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_122apply_frame_axis0(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_122apply_frame_axis0 = {"apply_frame_axis0", (PyCFunction)__pyx_pw_6pandas_3lib_122apply_frame_axis0, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_122apply_frame_axis0(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_frame = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_names = 0;
  PyArrayObject *__pyx_v_starts = 0;
  PyArrayObject *__pyx_v_ends = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("apply_frame_axis0 (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_frame,&__pyx_n_s_f,&__pyx_n_s_names,&__pyx_n_s_starts,&__pyx_n_s_ends,0};
    PyObject* values[5] = {0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_frame)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("apply_frame_axis0", 1, 5, 5, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_names)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("apply_frame_axis0", 1, 5, 5, 2); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_starts)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("apply_frame_axis0", 1, 5, 5, 3); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_ends)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("apply_frame_axis0", 1, 5, 5, 4); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "apply_frame_axis0") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 5) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
    }
    __pyx_v_frame = values[0];
    __pyx_v_f = values[1];
    __pyx_v_names = values[2];
    __pyx_v_starts = ((PyArrayObject *)values[3]);
    __pyx_v_ends = ((PyArrayObject *)values[4]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("apply_frame_axis0", 1, 5, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.apply_frame_axis0", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_starts), __pyx_ptype_5numpy_ndarray, 1, "starts", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_ends), __pyx_ptype_5numpy_ndarray, 1, "ends", 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 486; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_121apply_frame_axis0(__pyx_self, __pyx_v_frame, __pyx_v_f, __pyx_v_names, __pyx_v_starts, __pyx_v_ends);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_121apply_frame_axis0(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_frame, PyObject *__pyx_v_f, PyObject *__pyx_v_names, PyArrayObject *__pyx_v_starts, PyArrayObject *__pyx_v_ends) {
  struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_slider = 0;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_results = 0;
  PyObject *__pyx_v_piece = 0;
  PyObject *__pyx_v_item_cache = 0;
  PyObject *__pyx_v_chunk = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_shape_before = NULL;
  PyObject *__pyx_v_result = NULL;
  int __pyx_v_mutated;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_ends;
  __Pyx_Buffer __pyx_pybuffer_ends;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_starts;
  __Pyx_Buffer __pyx_pybuffer_starts;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  long __pyx_t_5;
  int __pyx_t_6;
  long __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  PyObject *__pyx_t_14 = NULL;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  int __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  int __pyx_t_20;
  char const *__pyx_t_21;
  PyObject *__pyx_t_22 = NULL;
  PyObject *__pyx_t_23 = NULL;
  PyObject *__pyx_t_24 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("apply_frame_axis0", 0);
  __pyx_pybuffer_starts.pybuffer.buf = NULL;
  __pyx_pybuffer_starts.refcount = 0;
  __pyx_pybuffernd_starts.data = NULL;
  __pyx_pybuffernd_starts.rcbuffer = &__pyx_pybuffer_starts;
  __pyx_pybuffer_ends.pybuffer.buf = NULL;
  __pyx_pybuffer_ends.refcount = 0;
  __pyx_pybuffernd_ends.data = NULL;
  __pyx_pybuffernd_ends.rcbuffer = &__pyx_pybuffer_ends;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_starts.rcbuffer->pybuffer, (PyObject*)__pyx_v_starts, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_starts.diminfo[0].strides = __pyx_pybuffernd_starts.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_starts.diminfo[0].shape = __pyx_pybuffernd_starts.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_ends.rcbuffer->pybuffer, (PyObject*)__pyx_v_ends, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_ends.diminfo[0].strides = __pyx_pybuffernd_ends.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_ends.diminfo[0].shape = __pyx_pybuffernd_ends.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/reduce.pyx":489
 *     cdef:
 *         BlockSlider slider
 *         Py_ssize_t i, n = len(starts)             # <<<<<<<<<<<<<<
 *         list results
 *         object piece
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_starts)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/reduce.pyx":494
 *         dict item_cache
 * 
 *     if frame.index._has_complex_internals:             # <<<<<<<<<<<<<<
 *         raise InvalidApply('Cannot modify frame index internals')
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_frame, __pyx_n_s_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_has_complex_internals); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 494; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_4) {

    /* "pandas/src/reduce.pyx":495
 * 
 *     if frame.index._has_complex_internals:
 *         raise InvalidApply('Cannot modify frame index internals')             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_InvalidApply); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__37, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/src/reduce.pyx":498
 * 
 * 
 *     results = []             # <<<<<<<<<<<<<<
 * 
 *     # Need to infer if our low-level mucking is going to cause a segfault
 */
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 498; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_v_results = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":501
 * 
 *     # Need to infer if our low-level mucking is going to cause a segfault
 *     if n > 0:             # <<<<<<<<<<<<<<
 *         chunk = frame.iloc[starts[0]:ends[0]]
 *         shape_before = chunk.shape
 */
  __pyx_t_4 = ((__pyx_v_n > 0) != 0);
  if (__pyx_t_4) {

    /* "pandas/src/reduce.pyx":502
 *     # Need to infer if our low-level mucking is going to cause a segfault
 *     if n > 0:
 *         chunk = frame.iloc[starts[0]:ends[0]]             # <<<<<<<<<<<<<<
 *         shape_before = chunk.shape
 *         try:
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_frame, __pyx_n_s_iloc); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = 0;
    __pyx_t_6 = -1;
    if (__pyx_t_5 < 0) {
      __pyx_t_5 += __pyx_pybuffernd_starts.diminfo[0].shape;
      if (unlikely(__pyx_t_5 < 0)) __pyx_t_6 = 0;
    } else if (unlikely(__pyx_t_5 >= __pyx_pybuffernd_starts.diminfo[0].shape)) __pyx_t_6 = 0;
    if (unlikely(__pyx_t_6 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_6);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = 0;
    __pyx_t_6 = -1;
    if (__pyx_t_7 < 0) {
      __pyx_t_7 += __pyx_pybuffernd_ends.diminfo[0].shape;
      if (unlikely(__pyx_t_7 < 0)) __pyx_t_6 = 0;
    } else if (unlikely(__pyx_t_7 >= __pyx_pybuffernd_ends.diminfo[0].shape)) __pyx_t_6 = 0;
    if (unlikely(__pyx_t_6 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_6);
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = __Pyx_PyObject_GetSlice(__pyx_t_2, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_starts.rcbuffer->pybuffer.buf, __pyx_t_5, __pyx_pybuffernd_starts.diminfo[0].strides)), (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ends.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_ends.diminfo[0].strides)), NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_v_chunk = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/src/reduce.pyx":503
 *     if n > 0:
 *         chunk = frame.iloc[starts[0]:ends[0]]
 *         shape_before = chunk.shape             # <<<<<<<<<<<<<<
 *         try:
 *             result = f(chunk)
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_chunk, __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_v_shape_before = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/src/reduce.pyx":504
 *         chunk = frame.iloc[starts[0]:ends[0]]
 *         shape_before = chunk.shape
 *         try:             # <<<<<<<<<<<<<<
 *             result = f(chunk)
 *             if result is chunk:
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      /*try:*/ {

        /* "pandas/src/reduce.pyx":505
 *         shape_before = chunk.shape
 *         try:
 *             result = f(chunk)             # <<<<<<<<<<<<<<
 *             if result is chunk:
 *                 raise InvalidApply('Function unsafe for fast apply')
 */
        __Pyx_INCREF(__pyx_v_f);
        __pyx_t_2 = __pyx_v_f; __pyx_t_11 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
          __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_2);
          if (likely(__pyx_t_11)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
            __Pyx_INCREF(__pyx_t_11);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_2, function);
          }
        }
        if (!__pyx_t_11) {
          __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_chunk); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
          __Pyx_GOTREF(__pyx_t_3);
        } else {
          __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
          __Pyx_GOTREF(__pyx_t_12);
          PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
          __Pyx_INCREF(__pyx_v_chunk);
          PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_v_chunk);
          __Pyx_GIVEREF(__pyx_v_chunk);
          __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 505; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
          __Pyx_GOTREF(__pyx_t_3);
          __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
        }
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_v_result = __pyx_t_3;
        __pyx_t_3 = 0;

        /* "pandas/src/reduce.pyx":506
 *         try:
 *             result = f(chunk)
 *             if result is chunk:             # <<<<<<<<<<<<<<
 *                 raise InvalidApply('Function unsafe for fast apply')
 *         except:
 */
        __pyx_t_4 = (__pyx_v_result == __pyx_v_chunk);
        __pyx_t_13 = (__pyx_t_4 != 0);
        if (__pyx_t_13) {

          /* "pandas/src/reduce.pyx":507
 *             result = f(chunk)
 *             if result is chunk:
 *                 raise InvalidApply('Function unsafe for fast apply')             # <<<<<<<<<<<<<<
 *         except:
 *             raise InvalidApply('Let this error raise above us')
 */
          __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_InvalidApply); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
          __Pyx_GOTREF(__pyx_t_3);
          __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__38, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          __Pyx_Raise(__pyx_t_2, 0, 0, 0);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          {__pyx_filename = __pyx_f[1]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        }
      }
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L12_try_end;
      __pyx_L5_error:;
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/src/reduce.pyx":508
 *             if result is chunk:
 *                 raise InvalidApply('Function unsafe for fast apply')
 *         except:             # <<<<<<<<<<<<<<
 *             raise InvalidApply('Let this error raise above us')
 * 
 */
      /*except:*/ {
        __Pyx_AddTraceback("pandas.lib.apply_frame_axis0", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_3, &__pyx_t_12) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 508; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_GOTREF(__pyx_t_12);

        /* "pandas/src/reduce.pyx":509
 *                 raise InvalidApply('Function unsafe for fast apply')
 *         except:
 *             raise InvalidApply('Let this error raise above us')             # <<<<<<<<<<<<<<
 * 
 * 
 */
        __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s_InvalidApply); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_11);
        __pyx_t_14 = __Pyx_PyObject_Call(__pyx_t_11, __pyx_tuple__39, NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        __Pyx_Raise(__pyx_t_14, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
      }
      __pyx_L7_except_error:;
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      goto __pyx_L1_error;
      __pyx_L12_try_end:;
    }
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/src/reduce.pyx":512
 * 
 * 
 *     slider = BlockSlider(frame)             # <<<<<<<<<<<<<<
 * 
 *     mutated = False
 */
  __pyx_t_12 = PyTuple_New(1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_12);
  __Pyx_INCREF(__pyx_v_frame);
  PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_v_frame);
  __Pyx_GIVEREF(__pyx_v_frame);
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_BlockSlider)), __pyx_t_12, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
  __pyx_v_slider = ((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":514
 *     slider = BlockSlider(frame)
 * 
 *     mutated = False             # <<<<<<<<<<<<<<
 *     item_cache = slider.dummy._item_cache
 *     try:
 */
  __pyx_v_mutated = 0;

  /* "pandas/src/reduce.pyx":515
 * 
 *     mutated = False
 *     item_cache = slider.dummy._item_cache             # <<<<<<<<<<<<<<
 *     try:
 *         for i in range(n):
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_slider->dummy, __pyx_n_s_item_cache); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (!(likely(PyDict_CheckExact(__pyx_t_3))||((__pyx_t_3) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "dict", Py_TYPE(__pyx_t_3)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_item_cache = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":516
 *     mutated = False
 *     item_cache = slider.dummy._item_cache
 *     try:             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             slider.move(starts[i], ends[i])
 */
  /*try:*/ {

    /* "pandas/src/reduce.pyx":517
 *     item_cache = slider.dummy._item_cache
 *     try:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             slider.move(starts[i], ends[i])
 * 
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_1; __pyx_t_15+=1) {
      __pyx_v_i = __pyx_t_15;

      /* "pandas/src/reduce.pyx":518
 *     try:
 *         for i in range(n):
 *             slider.move(starts[i], ends[i])             # <<<<<<<<<<<<<<
 * 
 *             item_cache.clear() # ugh
 */
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_6 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_starts.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_starts.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 518; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      }
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_6 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_ends.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_ends.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 518; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      }
      __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockSlider *)__pyx_v_slider->__pyx_vtab)->move(__pyx_v_slider, (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_starts.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_starts.diminfo[0].strides)), (*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ends.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_ends.diminfo[0].strides)), 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 518; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/reduce.pyx":520
 *             slider.move(starts[i], ends[i])
 * 
 *             item_cache.clear() # ugh             # <<<<<<<<<<<<<<
 * 
 *             object.__setattr__(slider.dummy, 'name', names[i])
 */
      if (unlikely(__pyx_v_item_cache == Py_None)) {
        PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "clear");
        {__pyx_filename = __pyx_f[1]; __pyx_lineno = 520; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      }
      __pyx_t_18 = __Pyx_PyDict_Clear(__pyx_v_item_cache); if (unlikely(__pyx_t_18 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 520; __pyx_clineno = __LINE__; goto __pyx_L17_error;}

      /* "pandas/src/reduce.pyx":522
 *             item_cache.clear() # ugh
 * 
 *             object.__setattr__(slider.dummy, 'name', names[i])             # <<<<<<<<<<<<<<
 *             piece = f(slider.dummy)
 * 
 */
      __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      __Pyx_GOTREF(__pyx_t_12);
      __pyx_t_2 = __Pyx_GetItemInt(__pyx_v_names, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L17_error;};
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_14 = NULL;
      __pyx_t_19 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_12))) {
        __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_12);
        if (likely(__pyx_t_14)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
          __Pyx_INCREF(__pyx_t_14);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_12, function);
          __pyx_t_19 = 1;
        }
      }
      __pyx_t_11 = PyTuple_New(3+__pyx_t_19); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      __Pyx_GOTREF(__pyx_t_11);
      if (__pyx_t_14) {
        PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = NULL;
      }
      __Pyx_INCREF(__pyx_v_slider->dummy);
      PyTuple_SET_ITEM(__pyx_t_11, 0+__pyx_t_19, __pyx_v_slider->dummy);
      __Pyx_GIVEREF(__pyx_v_slider->dummy);
      __Pyx_INCREF(__pyx_n_s_name_2);
      PyTuple_SET_ITEM(__pyx_t_11, 1+__pyx_t_19, __pyx_n_s_name_2);
      __Pyx_GIVEREF(__pyx_n_s_name_2);
      PyTuple_SET_ITEM(__pyx_t_11, 2+__pyx_t_19, __pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_2);
      __pyx_t_2 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_t_11, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/reduce.pyx":523
 * 
 *             object.__setattr__(slider.dummy, 'name', names[i])
 *             piece = f(slider.dummy)             # <<<<<<<<<<<<<<
 * 
 *             # I'm paying the price for index-sharing, ugh
 */
      __Pyx_INCREF(__pyx_v_f);
      __pyx_t_12 = __pyx_v_f; __pyx_t_11 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_12))) {
        __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_12);
        if (likely(__pyx_t_11)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_12);
          __Pyx_INCREF(__pyx_t_11);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_12, function);
        }
      }
      if (!__pyx_t_11) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_12, __pyx_v_slider->dummy); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_3);
      } else {
        __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_2);
        PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_11); __Pyx_GIVEREF(__pyx_t_11); __pyx_t_11 = NULL;
        __Pyx_INCREF(__pyx_v_slider->dummy);
        PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_v_slider->dummy);
        __Pyx_GIVEREF(__pyx_v_slider->dummy);
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      }
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_XDECREF_SET(__pyx_v_piece, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "pandas/src/reduce.pyx":526
 * 
 *             # I'm paying the price for index-sharing, ugh
 *             try:             # <<<<<<<<<<<<<<
 *                 if piece.index is slider.dummy.index:
 *                     piece = piece.copy(deep='all')
 */
      {
        __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
        __Pyx_XGOTREF(__pyx_t_10);
        __Pyx_XGOTREF(__pyx_t_9);
        __Pyx_XGOTREF(__pyx_t_8);
        /*try:*/ {

          /* "pandas/src/reduce.pyx":527
 *             # I'm paying the price for index-sharing, ugh
 *             try:
 *                 if piece.index is slider.dummy.index:             # <<<<<<<<<<<<<<
 *                     piece = piece.copy(deep='all')
 *                 else:
 */
          __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_piece, __pyx_n_s_index); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 527; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
          __Pyx_GOTREF(__pyx_t_3);
          __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_v_slider->dummy, __pyx_n_s_index); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 527; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
          __Pyx_GOTREF(__pyx_t_12);
          __pyx_t_13 = (__pyx_t_3 == __pyx_t_12);
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
          __pyx_t_4 = (__pyx_t_13 != 0);
          if (__pyx_t_4) {

            /* "pandas/src/reduce.pyx":528
 *             try:
 *                 if piece.index is slider.dummy.index:
 *                     piece = piece.copy(deep='all')             # <<<<<<<<<<<<<<
 *                 else:
 *                     mutated = True
 */
            __pyx_t_12 = __Pyx_PyObject_GetAttrStr(__pyx_v_piece, __pyx_n_s_copy); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 528; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
            __Pyx_GOTREF(__pyx_t_12);
            __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 528; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
            __Pyx_GOTREF(__pyx_t_3);
            if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_deep, __pyx_n_s_all) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 528; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_12, __pyx_empty_tuple, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 528; __pyx_clineno = __LINE__; goto __pyx_L21_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF_SET(__pyx_v_piece, __pyx_t_2);
            __pyx_t_2 = 0;
            goto __pyx_L29;
          }
          /*else*/ {

            /* "pandas/src/reduce.pyx":530
 *                     piece = piece.copy(deep='all')
 *                 else:
 *                     mutated = True             # <<<<<<<<<<<<<<
 *             except AttributeError:
 *                 pass
 */
            __pyx_v_mutated = 1;
          }
          __pyx_L29:;
        }
        __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L28_try_end;
        __pyx_L21_error:;
        __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
        __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
        __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

        /* "pandas/src/reduce.pyx":531
 *                 else:
 *                     mutated = True
 *             except AttributeError:             # <<<<<<<<<<<<<<
 *                 pass
 * 
 */
        __pyx_t_6 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
        if (__pyx_t_6) {
          PyErr_Restore(0,0,0);
          goto __pyx_L22_exception_handled;
        }
        goto __pyx_L23_except_error;
        __pyx_L23_except_error:;
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
        goto __pyx_L17_error;
        __pyx_L22_exception_handled:;
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
        __pyx_L28_try_end:;
      }

      /* "pandas/src/reduce.pyx":534
 *                 pass
 * 
 *             results.append(piece)             # <<<<<<<<<<<<<<
 *     finally:
 *         slider.reset()
 */
      __pyx_t_18 = __Pyx_PyList_Append(__pyx_v_results, __pyx_v_piece); if (unlikely(__pyx_t_18 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 534; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
    }
  }

  /* "pandas/src/reduce.pyx":536
 *             results.append(piece)
 *     finally:
 *         slider.reset()             # <<<<<<<<<<<<<<
 * 
 *     return results, mutated
 */
  /*finally:*/ {
    /*normal exit:*/{
      __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockSlider *)__pyx_v_slider->__pyx_vtab)->reset(__pyx_v_slider); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 536; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L18;
    }
    /*exception exit:*/{
      __pyx_L17_error:;
      __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_22 = 0; __pyx_t_23 = 0; __pyx_t_24 = 0;
      __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_22, &__pyx_t_23, &__pyx_t_24);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10) < 0)) __Pyx_ErrFetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_22);
      __Pyx_XGOTREF(__pyx_t_23);
      __Pyx_XGOTREF(__pyx_t_24);
      __pyx_t_6 = __pyx_lineno; __pyx_t_20 = __pyx_clineno; __pyx_t_21 = __pyx_filename;
      {
        __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_3lib_BlockSlider *)__pyx_v_slider->__pyx_vtab)->reset(__pyx_v_slider); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 536; __pyx_clineno = __LINE__; goto __pyx_L31_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_22);
        __Pyx_XGIVEREF(__pyx_t_23);
        __Pyx_XGIVEREF(__pyx_t_24);
        __Pyx_ExceptionReset(__pyx_t_22, __pyx_t_23, __pyx_t_24);
      }
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ErrRestore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_22 = 0; __pyx_t_23 = 0; __pyx_t_24 = 0;
      __pyx_lineno = __pyx_t_6; __pyx_clineno = __pyx_t_20; __pyx_filename = __pyx_t_21;
      goto __pyx_L1_error;
      __pyx_L31_error:;
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_22);
        __Pyx_XGIVEREF(__pyx_t_23);
        __Pyx_XGIVEREF(__pyx_t_24);
        __Pyx_ExceptionReset(__pyx_t_22, __pyx_t_23, __pyx_t_24);
      }
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_22 = 0; __pyx_t_23 = 0; __pyx_t_24 = 0;
      goto __pyx_L1_error;
    }
    __pyx_L18:;
  }

  /* "pandas/src/reduce.pyx":538
 *         slider.reset()
 * 
 *     return results, mutated             # <<<<<<<<<<<<<<
 * 
 * cdef class BlockSlider:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_mutated); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_results);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_results);
  __Pyx_GIVEREF(__pyx_v_results);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":485
 *     pass
 * 
 * def apply_frame_axis0(object frame, object f, object names,             # <<<<<<<<<<<<<<
 *                       ndarray[int64_t] starts, ndarray[int64_t] ends):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_14);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ends.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_starts.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.apply_frame_axis0", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ends.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_starts.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_slider);
  __Pyx_XDECREF(__pyx_v_results);
  __Pyx_XDECREF(__pyx_v_piece);
  __Pyx_XDECREF(__pyx_v_item_cache);
  __Pyx_XDECREF(__pyx_v_chunk);
  __Pyx_XDECREF(__pyx_v_shape_before);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":554
 *         char **base_ptrs
 * 
 *     def __init__(self, frame):             # <<<<<<<<<<<<<<
 *         self.frame = frame
 *         self.dummy = frame[:0]
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_frame = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_frame,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_frame)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_frame = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.BlockSlider.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider___init__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), __pyx_v_frame);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider___init__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_frame) {
  PyObject *__pyx_v_x = NULL;
  PyObject *__pyx_v_i = NULL;
  PyObject *__pyx_v_block = NULL;
  PyObject *__pyx_v_b = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
  char *__pyx_t_6;
  Py_ssize_t __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/src/reduce.pyx":555
 * 
 *     def __init__(self, frame):
 *         self.frame = frame             # <<<<<<<<<<<<<<
 *         self.dummy = frame[:0]
 *         self.index = self.dummy.index
 */
  __Pyx_INCREF(__pyx_v_frame);
  __Pyx_GIVEREF(__pyx_v_frame);
  __Pyx_GOTREF(__pyx_v_self->frame);
  __Pyx_DECREF(__pyx_v_self->frame);
  __pyx_v_self->frame = __pyx_v_frame;

  /* "pandas/src/reduce.pyx":556
 *     def __init__(self, frame):
 *         self.frame = frame
 *         self.dummy = frame[:0]             # <<<<<<<<<<<<<<
 *         self.index = self.dummy.index
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetSlice(__pyx_v_frame, 0, 0, NULL, NULL, &__pyx_slice__40, 0, 1, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->dummy);
  __Pyx_DECREF(__pyx_v_self->dummy);
  __pyx_v_self->dummy = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":557
 *         self.frame = frame
 *         self.dummy = frame[:0]
 *         self.index = self.dummy.index             # <<<<<<<<<<<<<<
 * 
 *         self.blocks = [b.values for b in self.dummy._data.blocks]
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->dummy, __pyx_n_s_index); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 557; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":559
 *         self.index = self.dummy.index
 * 
 *         self.blocks = [b.values for b in self.dummy._data.blocks]             # <<<<<<<<<<<<<<
 * 
 *         for x in self.blocks:
 */
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->dummy, __pyx_n_s_data); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_blocks); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (likely(PyList_CheckExact(__pyx_t_3)) || PyTuple_CheckExact(__pyx_t_3)) {
    __pyx_t_2 = __pyx_t_3; __Pyx_INCREF(__pyx_t_2); __pyx_t_4 = 0;
    __pyx_t_5 = NULL;
  } else {
    __pyx_t_4 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  for (;;) {
    if (likely(!__pyx_t_5)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_3 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_4 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_4); __Pyx_INCREF(__pyx_t_3); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_3 = PySequence_ITEM(__pyx_t_2, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_3 = __pyx_t_5(__pyx_t_2);
      if (unlikely(!__pyx_t_3)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_3);
    }
    __Pyx_XDECREF_SET(__pyx_v_b, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_b, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_3))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 559; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->blocks);
  __Pyx_DECREF(__pyx_v_self->blocks);
  __pyx_v_self->blocks = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":561
 *         self.blocks = [b.values for b in self.dummy._data.blocks]
 * 
 *         for x in self.blocks:             # <<<<<<<<<<<<<<
 *             util.set_array_not_contiguous(x)
 * 
 */
  if (unlikely(__pyx_v_self->blocks == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 561; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_self->blocks; __Pyx_INCREF(__pyx_t_1); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 561; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 561; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_x, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/src/reduce.pyx":562
 * 
 *         for x in self.blocks:
 *             util.set_array_not_contiguous(x)             # <<<<<<<<<<<<<<
 * 
 *         self.nblocks = len(self.blocks)
 */
    if (!(likely(((__pyx_v_x) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_x, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    set_array_not_contiguous(((PyArrayObject *)__pyx_v_x));

    /* "pandas/src/reduce.pyx":561
 *         self.blocks = [b.values for b in self.dummy._data.blocks]
 * 
 *         for x in self.blocks:             # <<<<<<<<<<<<<<
 *             util.set_array_not_contiguous(x)
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":564
 *             util.set_array_not_contiguous(x)
 * 
 *         self.nblocks = len(self.blocks)             # <<<<<<<<<<<<<<
 *         self.idx_slider = Slider(self.frame.index.values, self.dummy.index.values)
 * 
 */
  __pyx_t_1 = __pyx_v_self->blocks;
  __Pyx_INCREF(__pyx_t_1);
  if (unlikely(__pyx_t_1 == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 564; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_4 = PyList_GET_SIZE(__pyx_t_1); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 564; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_self->nblocks = __pyx_t_4;

  /* "pandas/src/reduce.pyx":565
 * 
 *         self.nblocks = len(self.blocks)
 *         self.idx_slider = Slider(self.frame.index.values, self.dummy.index.values)             # <<<<<<<<<<<<<<
 * 
 *         self.base_ptrs = <char**> malloc(sizeof(char*) * len(self.blocks))
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->frame, __pyx_n_s_index); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_values); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->dummy, __pyx_n_s_index); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Slider)), __pyx_t_1, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->idx_slider);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->idx_slider));
  __pyx_v_self->idx_slider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":567
 *         self.idx_slider = Slider(self.frame.index.values, self.dummy.index.values)
 * 
 *         self.base_ptrs = <char**> malloc(sizeof(char*) * len(self.blocks))             # <<<<<<<<<<<<<<
 *         for i, block in enumerate(self.blocks):
 *             self.base_ptrs[i] = (<ndarray> block).data
 */
  __pyx_t_3 = __pyx_v_self->blocks;
  __Pyx_INCREF(__pyx_t_3);
  if (unlikely(__pyx_t_3 == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[1]; __pyx_lineno = 567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_4 = PyList_GET_SIZE(__pyx_t_3); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 567; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_self->base_ptrs = ((char **)malloc(((sizeof(char *)) * __pyx_t_4)));

  /* "pandas/src/reduce.pyx":568
 * 
 *         self.base_ptrs = <char**> malloc(sizeof(char*) * len(self.blocks))
 *         for i, block in enumerate(self.blocks):             # <<<<<<<<<<<<<<
 *             self.base_ptrs[i] = (<ndarray> block).data
 * 
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_3 = __pyx_int_0;
  __pyx_t_1 = __pyx_v_self->blocks; __Pyx_INCREF(__pyx_t_1); __pyx_t_4 = 0;
  for (;;) {
    if (__pyx_t_4 >= PyList_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_2 = PyList_GET_ITEM(__pyx_t_1, __pyx_t_4); __Pyx_INCREF(__pyx_t_2); __pyx_t_4++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_2 = PySequence_ITEM(__pyx_t_1, __pyx_t_4); __pyx_t_4++; if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_block, __pyx_t_2);
    __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_i, __pyx_t_3);
    __pyx_t_2 = PyNumber_Add(__pyx_t_3, __pyx_int_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_3);
    __pyx_t_3 = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "pandas/src/reduce.pyx":569
 *         self.base_ptrs = <char**> malloc(sizeof(char*) * len(self.blocks))
 *         for i, block in enumerate(self.blocks):
 *             self.base_ptrs[i] = (<ndarray> block).data             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(self):
 */
    __pyx_t_6 = ((PyArrayObject *)__pyx_v_block)->data;
    __pyx_t_7 = __Pyx_PyIndex_AsSsize_t(__pyx_v_i); if (unlikely((__pyx_t_7 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 569; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    (__pyx_v_self->base_ptrs[__pyx_t_7]) = __pyx_t_6;

    /* "pandas/src/reduce.pyx":568
 * 
 *         self.base_ptrs = <char**> malloc(sizeof(char*) * len(self.blocks))
 *         for i, block in enumerate(self.blocks):             # <<<<<<<<<<<<<<
 *             self.base_ptrs[i] = (<ndarray> block).data
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":554
 *         char **base_ptrs
 * 
 *     def __init__(self, frame):             # <<<<<<<<<<<<<<
 *         self.frame = frame
 *         self.dummy = frame[:0]
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_x);
  __Pyx_XDECREF(__pyx_v_i);
  __Pyx_XDECREF(__pyx_v_block);
  __Pyx_XDECREF(__pyx_v_b);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":571
 *             self.base_ptrs[i] = (<ndarray> block).data
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         free(self.base_ptrs)
 * 
 */

/* Python wrapper */
static void __pyx_pw_6pandas_3lib_11BlockSlider_3__dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_pw_6pandas_3lib_11BlockSlider_3__dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_pf_6pandas_3lib_11BlockSlider_2__dealloc__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_pf_6pandas_3lib_11BlockSlider_2__dealloc__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "pandas/src/reduce.pyx":572
 * 
 *     def __dealloc__(self):
 *         free(self.base_ptrs)             # <<<<<<<<<<<<<<
 * 
 *     cpdef move(self, int start, int end):
 */
  free(__pyx_v_self->base_ptrs);

  /* "pandas/src/reduce.pyx":571
 *             self.base_ptrs[i] = (<ndarray> block).data
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         free(self.base_ptrs)
 * 
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "pandas/src/reduce.pyx":574
 *         free(self.base_ptrs)
 * 
 *     cpdef move(self, int start, int end):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr
 */

static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5move(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_f_6pandas_3lib_11BlockSlider_move(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end, int __pyx_skip_dispatch) {
  PyArrayObject *__pyx_v_arr = 0;
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_t_10;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("move", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_move); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_3lib_11BlockSlider_5move)) {
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_start); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyInt_From_int(__pyx_v_end); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_5 = __pyx_t_1; __pyx_t_6 = NULL;
      __pyx_t_7 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_7 = 1;
        }
      }
      __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (__pyx_t_6) {
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
      }
      PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_t_4);
      __Pyx_GIVEREF(__pyx_t_4);
      __pyx_t_3 = 0;
      __pyx_t_4 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_8, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/src/reduce.pyx":580
 * 
 *         # move blocks
 *         for i in range(self.nblocks):             # <<<<<<<<<<<<<<
 *             arr = self.blocks[i]
 * 
 */
  __pyx_t_9 = __pyx_v_self->nblocks;
  for (__pyx_t_10 = 0; __pyx_t_10 < __pyx_t_9; __pyx_t_10+=1) {
    __pyx_v_i = __pyx_t_10;

    /* "pandas/src/reduce.pyx":581
 *         # move blocks
 *         for i in range(self.nblocks):
 *             arr = self.blocks[i]             # <<<<<<<<<<<<<<
 * 
 *             # axis=1 is the frame's axis=0
 */
    if (unlikely(__pyx_v_self->blocks == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_1 = __Pyx_GetItemInt_List(__pyx_v_self->blocks, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 1, 1, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_1);
    if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 581; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_arr, ((PyArrayObject *)__pyx_t_1));
    __pyx_t_1 = 0;

    /* "pandas/src/reduce.pyx":584
 * 
 *             # axis=1 is the frame's axis=0
 *             arr.data = self.base_ptrs[i] + arr.strides[1] * start             # <<<<<<<<<<<<<<
 *             arr.shape[1] = end - start
 * 
 */
    __pyx_v_arr->data = ((__pyx_v_self->base_ptrs[__pyx_v_i]) + ((__pyx_v_arr->strides[1]) * __pyx_v_start));

    /* "pandas/src/reduce.pyx":585
 *             # axis=1 is the frame's axis=0
 *             arr.data = self.base_ptrs[i] + arr.strides[1] * start
 *             arr.shape[1] = end - start             # <<<<<<<<<<<<<<
 * 
 *         # move and set the index
 */
    (__pyx_v_arr->dimensions[1]) = (__pyx_v_end - __pyx_v_start);
  }

  /* "pandas/src/reduce.pyx":588
 * 
 *         # move and set the index
 *         self.idx_slider.move(start, end)             # <<<<<<<<<<<<<<
 *         object.__setattr__(self.index,'_data',self.idx_slider.buf)
 *         self.index._engine.clear_mapping()
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_3lib_Slider *)__pyx_v_self->idx_slider->__pyx_vtab)->move(__pyx_v_self->idx_slider, __pyx_v_start, __pyx_v_end); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":589
 *         # move and set the index
 *         self.idx_slider.move(start, end)
 *         object.__setattr__(self.index,'_data',self.idx_slider.buf)             # <<<<<<<<<<<<<<
 *         self.index._engine.clear_mapping()
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_builtin_object, __pyx_n_s_setattr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = NULL;
  __pyx_t_7 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
      __pyx_t_7 = 1;
    }
  }
  __pyx_t_8 = PyTuple_New(3+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  if (__pyx_t_5) {
    PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
  }
  __Pyx_INCREF(__pyx_v_self->index);
  PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_v_self->index);
  __Pyx_GIVEREF(__pyx_v_self->index);
  __Pyx_INCREF(__pyx_n_s_data);
  PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_n_s_data);
  __Pyx_GIVEREF(__pyx_n_s_data);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->idx_slider->buf));
  PyTuple_SET_ITEM(__pyx_t_8, 2+__pyx_t_7, ((PyObject *)__pyx_v_self->idx_slider->buf));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self->idx_slider->buf));
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_8, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":590
 *         self.idx_slider.move(start, end)
 *         object.__setattr__(self.index,'_data',self.idx_slider.buf)
 *         self.index._engine.clear_mapping()             # <<<<<<<<<<<<<<
 * 
 *     cdef reset(self):
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_self->index, __pyx_n_s_engine); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_clear_mapping); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_8);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_8, function);
    }
  }
  if (__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_8); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/src/reduce.pyx":574
 *         free(self.base_ptrs)
 * 
 *     cpdef move(self, int start, int end):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.move", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5move(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5move(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  int __pyx_v_start;
  int __pyx_v_end;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("move (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_start,&__pyx_n_s_end,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_start)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_end)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("move", 1, 2, 2, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "move") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_start = __Pyx_PyInt_As_int(values[0]); if (unlikely((__pyx_v_start == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_end = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_end == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("move", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.BlockSlider.move", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_4move(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), __pyx_v_start, __pyx_v_end);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_4move(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, int __pyx_v_start, int __pyx_v_end) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("move", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_3lib_11BlockSlider_move(__pyx_v_self, __pyx_v_start, __pyx_v_end, 1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 574; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.move", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":592
 *         self.index._engine.clear_mapping()
 * 
 *     cdef reset(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr
 */

static PyObject *__pyx_f_6pandas_3lib_11BlockSlider_reset(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyArrayObject *__pyx_v_arr = 0;
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reset", 0);

  /* "pandas/src/reduce.pyx":597
 * 
 *         # reset blocks
 *         for i in range(self.nblocks):             # <<<<<<<<<<<<<<
 *             arr = self.blocks[i]
 * 
 */
  __pyx_t_1 = __pyx_v_self->nblocks;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "pandas/src/reduce.pyx":598
 *         # reset blocks
 *         for i in range(self.nblocks):
 *             arr = self.blocks[i]             # <<<<<<<<<<<<<<
 * 
 *             # axis=1 is the frame's axis=0
 */
    if (unlikely(__pyx_v_self->blocks == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = __Pyx_GetItemInt_List(__pyx_v_self->blocks, __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 1, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_arr, ((PyArrayObject *)__pyx_t_3));
    __pyx_t_3 = 0;

    /* "pandas/src/reduce.pyx":601
 * 
 *             # axis=1 is the frame's axis=0
 *             arr.data = self.base_ptrs[i]             # <<<<<<<<<<<<<<
 *             arr.shape[1] = 0
 * 
 */
    __pyx_v_arr->data = (__pyx_v_self->base_ptrs[__pyx_v_i]);

    /* "pandas/src/reduce.pyx":602
 *             # axis=1 is the frame's axis=0
 *             arr.data = self.base_ptrs[i]
 *             arr.shape[1] = 0             # <<<<<<<<<<<<<<
 * 
 * def reduce(arr, f, axis=0, dummy=None, labels=None):
 */
    (__pyx_v_arr->dimensions[1]) = 0;
  }

  /* "pandas/src/reduce.pyx":592
 *         self.index._engine.clear_mapping()
 * 
 *     cdef reset(self):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray arr
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.reset", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":546
 * 
 *     cdef public:
 *         object frame, dummy, index             # <<<<<<<<<<<<<<
 *         int nblocks
 *         Slider idx_slider
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5frame_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5frame_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5frame___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5frame___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->frame);
  __pyx_r = __pyx_v_self->frame;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5frame_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5frame_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5frame_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5frame_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->frame);
  __Pyx_DECREF(__pyx_v_self->frame);
  __pyx_v_self->frame = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5frame_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5frame_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5frame_4__del__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5frame_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->frame);
  __Pyx_DECREF(__pyx_v_self->frame);
  __pyx_v_self->frame = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5dummy_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5dummy_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5dummy___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5dummy___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->dummy);
  __pyx_r = __pyx_v_self->dummy;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->dummy);
  __Pyx_DECREF(__pyx_v_self->dummy);
  __pyx_v_self->dummy = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_4__del__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5dummy_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->dummy);
  __Pyx_DECREF(__pyx_v_self->dummy);
  __pyx_v_self->dummy = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5index_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_5index_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5index___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_5index___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->index);
  __pyx_r = __pyx_v_self->index;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5index_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5index_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5index_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__", 0);
  __Pyx_INCREF(__pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = __pyx_v_value;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_5index_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_5index_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_5index_4__del__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_5index_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->index);
  __Pyx_DECREF(__pyx_v_self->index);
  __pyx_v_self->index = Py_None;

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":547
 *     cdef public:
 *         object frame, dummy, index
 *         int nblocks             # <<<<<<<<<<<<<<
 *         Slider idx_slider
 *         list blocks
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_7nblocks___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_7nblocks___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->nblocks); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.nblocks.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_7nblocks_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_7nblocks_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  __pyx_t_1 = __Pyx_PyInt_As_int(__pyx_v_value); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 547; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->nblocks = __pyx_t_1;

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.lib.BlockSlider.nblocks.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":548
 *         object frame, dummy, index
 *         int nblocks
 *         Slider idx_slider             # <<<<<<<<<<<<<<
 *         list blocks
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->idx_slider));
  __pyx_r = ((PyObject *)__pyx_v_self->idx_slider);
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  if (!(likely(((__pyx_v_value) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_value, __pyx_ptype_6pandas_3lib_Slider))))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 548; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_v_value;
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->idx_slider);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->idx_slider));
  __pyx_v_self->idx_slider = ((struct __pyx_obj_6pandas_3lib_Slider *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.idx_slider.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_4__del__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_10idx_slider_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->idx_slider);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->idx_slider));
  __pyx_v_self->idx_slider = ((struct __pyx_obj_6pandas_3lib_Slider *)Py_None);

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":549
 *         int nblocks
 *         Slider idx_slider
 *         list blocks             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_6blocks_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_11BlockSlider_6blocks_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_6blocks___get__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_11BlockSlider_6blocks___get__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->blocks);
  __pyx_r = __pyx_v_self->blocks;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_3__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_2__set__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_2__set__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);
  if (!(likely(PyList_CheckExact(__pyx_v_value))||((__pyx_v_value) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_v_value)->tp_name), 0))) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 549; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __pyx_v_value;
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->blocks);
  __Pyx_DECREF(__pyx_v_self->blocks);
  __pyx_v_self->blocks = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.BlockSlider.blocks.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_5__del__(PyObject *__pyx_v_self); /*proto*/
static int __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_5__del__(PyObject *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_4__del__(((struct __pyx_obj_6pandas_3lib_BlockSlider *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_11BlockSlider_6blocks_4__del__(struct __pyx_obj_6pandas_3lib_BlockSlider *__pyx_v_self) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__del__", 0);
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->blocks);
  __Pyx_DECREF(__pyx_v_self->blocks);
  __pyx_v_self->blocks = ((PyObject*)Py_None);

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/reduce.pyx":604
 *             arr.shape[1] = 0
 * 
 * def reduce(arr, f, axis=0, dummy=None, labels=None):             # <<<<<<<<<<<<<<
 *     """
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_124reduce(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_123reduce[] = "\n\n    Paramaters\n    -----------\n    arr : NDFrame object\n    f : function\n    axis : integer axis\n    dummy : type of reduced output (series)\n    labels : Index or None\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_124reduce = {"reduce", (PyCFunction)__pyx_pw_6pandas_3lib_124reduce, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_123reduce};
static PyObject *__pyx_pw_6pandas_3lib_124reduce(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_f = 0;
  PyObject *__pyx_v_axis = 0;
  PyObject *__pyx_v_dummy = 0;
  PyObject *__pyx_v_labels = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("reduce (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_f,&__pyx_n_s_axis,&__pyx_n_s_dummy,&__pyx_n_s_labels,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[2] = ((PyObject *)__pyx_int_0);
    values[3] = ((PyObject *)Py_None);
    values[4] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("reduce", 0, 2, 5, 1); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_axis);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dummy);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_labels);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "reduce") < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = values[0];
    __pyx_v_f = values[1];
    __pyx_v_axis = values[2];
    __pyx_v_dummy = values[3];
    __pyx_v_labels = values[4];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("reduce", 0, 2, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.reduce", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_123reduce(__pyx_self, __pyx_v_arr, __pyx_v_f, __pyx_v_axis, __pyx_v_dummy, __pyx_v_labels);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_123reduce(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr, PyObject *__pyx_v_f, PyObject *__pyx_v_axis, PyObject *__pyx_v_dummy, PyObject *__pyx_v_labels) {
  struct __pyx_obj_6pandas_3lib_Reducer *__pyx_v_reducer = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("reduce", 0);
  __Pyx_INCREF(__pyx_v_labels);

  /* "pandas/src/reduce.pyx":616
 *     """
 * 
 *     if labels is not None:             # <<<<<<<<<<<<<<
 *         if labels._has_complex_internals:
 *             raise Exception('Cannot use shortcut')
 */
  __pyx_t_1 = (__pyx_v_labels != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/reduce.pyx":617
 * 
 *     if labels is not None:
 *         if labels._has_complex_internals:             # <<<<<<<<<<<<<<
 *             raise Exception('Cannot use shortcut')
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_labels, __pyx_n_s_has_complex_internals); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 617; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 617; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/reduce.pyx":618
 *     if labels is not None:
 *         if labels._has_complex_internals:
 *             raise Exception('Cannot use shortcut')             # <<<<<<<<<<<<<<
 * 
 *         # pass as an ndarray
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_Exception, __pyx_tuple__41, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[1]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "pandas/src/reduce.pyx":621
 * 
 *         # pass as an ndarray
 *         if hasattr(labels,'values'):             # <<<<<<<<<<<<<<
 *             labels = labels.values
 * 
 */
    __pyx_t_2 = PyObject_HasAttr(__pyx_v_labels, __pyx_n_s_values); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 621; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "pandas/src/reduce.pyx":622
 *         # pass as an ndarray
 *         if hasattr(labels,'values'):
 *             labels = labels.values             # <<<<<<<<<<<<<<
 * 
 *     reducer = Reducer(arr, f, axis=axis, dummy=dummy, labels=labels)
 */
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_labels, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 622; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF_SET(__pyx_v_labels, __pyx_t_3);
      __pyx_t_3 = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/reduce.pyx":624
 *             labels = labels.values
 * 
 *     reducer = Reducer(arr, f, axis=axis, dummy=dummy, labels=labels)             # <<<<<<<<<<<<<<
 *     return reducer.get_result()
 */
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_arr);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_arr);
  __Pyx_GIVEREF(__pyx_v_arr);
  __Pyx_INCREF(__pyx_v_f);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_f);
  __Pyx_GIVEREF(__pyx_v_f);
  __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_axis, __pyx_v_axis) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_dummy, __pyx_v_dummy) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_labels, __pyx_v_labels) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib_Reducer)), __pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 624; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_reducer = ((struct __pyx_obj_6pandas_3lib_Reducer *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/reduce.pyx":625
 * 
 *     reducer = Reducer(arr, f, axis=axis, dummy=dummy, labels=labels)
 *     return reducer.get_result()             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_reducer), __pyx_n_s_get_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 625; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (__pyx_t_3) {
    __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 625; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 625; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/reduce.pyx":604
 *             arr.shape[1] = 0
 * 
 * def reduce(arr, f, axis=0, dummy=None, labels=None):             # <<<<<<<<<<<<<<
 *     """
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.reduce", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_reducer);
  __Pyx_XDECREF(__pyx_v_labels);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":9
 *         object func, name, allow_setting
 * 
 *     def __init__(self, func=None, allow_setting=False):             # <<<<<<<<<<<<<<
 *         if func is not None:
 *             self.func = func
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_14cache_readonly_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_14cache_readonly_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  PyObject *__pyx_v_allow_setting = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_allow_setting,0};
    PyObject* values[2] = {0,0};
    values[0] = ((PyObject *)Py_None);
    values[1] = ((PyObject *)Py_False);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func);
          if (value) { values[0] = value; kw_args--; }
        }
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_allow_setting);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_allow_setting = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 0, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly___init__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self), __pyx_v_func, __pyx_v_allow_setting);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_14cache_readonly___init__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_func, PyObject *__pyx_v_allow_setting) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/src/properties.pyx":10
 * 
 *     def __init__(self, func=None, allow_setting=False):
 *         if func is not None:             # <<<<<<<<<<<<<<
 *             self.func = func
 *             self.name = func.__name__
 */
  __pyx_t_1 = (__pyx_v_func != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/properties.pyx":11
 *     def __init__(self, func=None, allow_setting=False):
 *         if func is not None:
 *             self.func = func             # <<<<<<<<<<<<<<
 *             self.name = func.__name__
 *         self.allow_setting = allow_setting
 */
    __Pyx_INCREF(__pyx_v_func);
    __Pyx_GIVEREF(__pyx_v_func);
    __Pyx_GOTREF(__pyx_v_self->func);
    __Pyx_DECREF(__pyx_v_self->func);
    __pyx_v_self->func = __pyx_v_func;

    /* "pandas/src/properties.pyx":12
 *         if func is not None:
 *             self.func = func
 *             self.name = func.__name__             # <<<<<<<<<<<<<<
 *         self.allow_setting = allow_setting
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 12; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __Pyx_GOTREF(__pyx_v_self->name);
    __Pyx_DECREF(__pyx_v_self->name);
    __pyx_v_self->name = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/properties.pyx":13
 *             self.func = func
 *             self.name = func.__name__
 *         self.allow_setting = allow_setting             # <<<<<<<<<<<<<<
 * 
 *     def __call__(self, func, doc=None):
 */
  __Pyx_INCREF(__pyx_v_allow_setting);
  __Pyx_GIVEREF(__pyx_v_allow_setting);
  __Pyx_GOTREF(__pyx_v_self->allow_setting);
  __Pyx_DECREF(__pyx_v_self->allow_setting);
  __pyx_v_self->allow_setting = __pyx_v_allow_setting;

  /* "pandas/src/properties.pyx":9
 *         object func, name, allow_setting
 * 
 *     def __init__(self, func=None, allow_setting=False):             # <<<<<<<<<<<<<<
 *         if func is not None:
 *             self.func = func
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":15
 *         self.allow_setting = allow_setting
 * 
 *     def __call__(self, func, doc=None):             # <<<<<<<<<<<<<<
 *         self.func = func
 *         self.name = func.__name__
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_3__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_3__call__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_func = 0;
  CYTHON_UNUSED PyObject *__pyx_v_doc = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__call__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_func,&__pyx_n_s_doc,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_func)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_doc);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__call__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_func = values[0];
    __pyx_v_doc = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__call__", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_2__call__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self), __pyx_v_func, __pyx_v_doc);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_2__call__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_func, CYTHON_UNUSED PyObject *__pyx_v_doc) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__call__", 0);

  /* "pandas/src/properties.pyx":16
 * 
 *     def __call__(self, func, doc=None):
 *         self.func = func             # <<<<<<<<<<<<<<
 *         self.name = func.__name__
 *         return self
 */
  __Pyx_INCREF(__pyx_v_func);
  __Pyx_GIVEREF(__pyx_v_func);
  __Pyx_GOTREF(__pyx_v_self->func);
  __Pyx_DECREF(__pyx_v_self->func);
  __pyx_v_self->func = __pyx_v_func;

  /* "pandas/src/properties.pyx":17
 *     def __call__(self, func, doc=None):
 *         self.func = func
 *         self.name = func.__name__             # <<<<<<<<<<<<<<
 *         return self
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_func, __pyx_n_s_name); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/properties.pyx":18
 *         self.func = func
 *         self.name = func.__name__
 *         return self             # <<<<<<<<<<<<<<
 * 
 *     def __get__(self, obj, typ):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __pyx_r = ((PyObject *)__pyx_v_self);
  goto __pyx_L0;

  /* "pandas/src/properties.pyx":15
 *         self.allow_setting = allow_setting
 * 
 *     def __call__(self, func, doc=None):             # <<<<<<<<<<<<<<
 *         self.func = func
 *         self.name = func.__name__
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__call__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":20
 *         return self
 * 
 *     def __get__(self, obj, typ):             # <<<<<<<<<<<<<<
 *         # Get the cache or set a default one if needed
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_5__get__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_typ); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_5__get__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_typ) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_4__get__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self), ((PyObject *)__pyx_v_obj), ((PyObject *)__pyx_v_typ));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4__get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_obj, CYTHON_UNUSED PyObject *__pyx_v_typ) {
  PyObject *__pyx_v_cache = NULL;
  PyObject *__pyx_v_val = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "pandas/src/properties.pyx":23
 *         # Get the cache or set a default one if needed
 * 
 *         cache = getattr(obj, '_cache', None)             # <<<<<<<<<<<<<<
 *         if cache is None:
 *             try:
 */
  __pyx_t_1 = __Pyx_GetAttr3(__pyx_v_obj, __pyx_n_s_cache, Py_None); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_cache = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/src/properties.pyx":24
 * 
 *         cache = getattr(obj, '_cache', None)
 *         if cache is None:             # <<<<<<<<<<<<<<
 *             try:
 *                 cache = obj._cache = {}
 */
  __pyx_t_2 = (__pyx_v_cache == Py_None);
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "pandas/src/properties.pyx":25
 *         cache = getattr(obj, '_cache', None)
 *         if cache is None:
 *             try:             # <<<<<<<<<<<<<<
 *                 cache = obj._cache = {}
 *             except (AttributeError):
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_4, &__pyx_t_5, &__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      /*try:*/ {

        /* "pandas/src/properties.pyx":26
 *         if cache is None:
 *             try:
 *                 cache = obj._cache = {}             # <<<<<<<<<<<<<<
 *             except (AttributeError):
 *                 return
 */
        __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_DECREF_SET(__pyx_v_cache, __pyx_t_1);
        if (__Pyx_PyObject_SetAttrStr(__pyx_v_obj, __pyx_n_s_cache, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 26; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      }
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      goto __pyx_L11_try_end;
      __pyx_L4_error:;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "pandas/src/properties.pyx":27
 *             try:
 *                 cache = obj._cache = {}
 *             except (AttributeError):             # <<<<<<<<<<<<<<
 *                 return
 * 
 */
      __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
      if (__pyx_t_7) {
        __Pyx_AddTraceback("pandas.lib.cache_readonly.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_8, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 27; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_9);

        /* "pandas/src/properties.pyx":28
 *                 cache = obj._cache = {}
 *             except (AttributeError):
 *                 return             # <<<<<<<<<<<<<<
 * 
 *         if PyDict_Contains(cache, self.name):
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_r = Py_None; __Pyx_INCREF(Py_None);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_except_return;
      }
      goto __pyx_L6_except_error;
      __pyx_L6_except_error:;
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_ExceptionReset(__pyx_t_4, __pyx_t_5, __pyx_t_6);
      goto __pyx_L1_error;
      __pyx_L7_except_return:;
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_ExceptionReset(__pyx_t_4, __pyx_t_5, __pyx_t_6);
      goto __pyx_L0;
      __pyx_L11_try_end:;
    }
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/properties.pyx":30
 *                 return
 * 
 *         if PyDict_Contains(cache, self.name):             # <<<<<<<<<<<<<<
 *             # not necessary to Py_INCREF
 *             val = <object> PyDict_GetItem(cache, self.name)
 */
  __pyx_t_9 = __pyx_v_self->name;
  __Pyx_INCREF(__pyx_t_9);
  __pyx_t_7 = PyDict_Contains(__pyx_v_cache, __pyx_t_9); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 30; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_3 = (__pyx_t_7 != 0);
  if (__pyx_t_3) {

    /* "pandas/src/properties.pyx":32
 *         if PyDict_Contains(cache, self.name):
 *             # not necessary to Py_INCREF
 *             val = <object> PyDict_GetItem(cache, self.name)             # <<<<<<<<<<<<<<
 *         else:
 *             val = self.func(obj)
 */
    __pyx_t_9 = __pyx_v_self->name;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_10 = PyDict_GetItem(__pyx_v_cache, __pyx_t_9);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __pyx_t_9 = ((PyObject *)__pyx_t_10);
    __Pyx_INCREF(__pyx_t_9);
    __pyx_v_val = __pyx_t_9;
    __pyx_t_9 = 0;
    goto __pyx_L14;
  }
  /*else*/ {

    /* "pandas/src/properties.pyx":34
 *             val = <object> PyDict_GetItem(cache, self.name)
 *         else:
 *             val = self.func(obj)             # <<<<<<<<<<<<<<
 *             PyDict_SetItem(cache, self.name, val)
 *         return val
 */
    __Pyx_INCREF(__pyx_v_self->func);
    __pyx_t_8 = __pyx_v_self->func; __pyx_t_1 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_8))) {
      __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_8);
      if (likely(__pyx_t_1)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_8);
        __Pyx_INCREF(__pyx_t_1);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_8, function);
      }
    }
    if (!__pyx_t_1) {
      __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_8, __pyx_v_obj); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
    } else {
      __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_11);
      PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_1); __Pyx_GIVEREF(__pyx_t_1); __pyx_t_1 = NULL;
      __Pyx_INCREF(__pyx_v_obj);
      PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_v_obj);
      __Pyx_GIVEREF(__pyx_v_obj);
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_11, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
    }
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __pyx_v_val = __pyx_t_9;
    __pyx_t_9 = 0;

    /* "pandas/src/properties.pyx":35
 *         else:
 *             val = self.func(obj)
 *             PyDict_SetItem(cache, self.name, val)             # <<<<<<<<<<<<<<
 *         return val
 * 
 */
    __pyx_t_9 = __pyx_v_self->name;
    __Pyx_INCREF(__pyx_t_9);
    __pyx_t_7 = PyDict_SetItem(__pyx_v_cache, __pyx_t_9, __pyx_v_val); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  }
  __pyx_L14:;

  /* "pandas/src/properties.pyx":36
 *             val = self.func(obj)
 *             PyDict_SetItem(cache, self.name, val)
 *         return val             # <<<<<<<<<<<<<<
 * 
 *     def __set__(self, obj, value):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_val);
  __pyx_r = __pyx_v_val;
  goto __pyx_L0;

  /* "pandas/src/properties.pyx":20
 *         return self
 * 
 *     def __get__(self, obj, typ):             # <<<<<<<<<<<<<<
 *         # Get the cache or set a default one if needed
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_cache);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":38
 *         return val
 * 
 *     def __set__(self, obj, value):             # <<<<<<<<<<<<<<
 * 
 *         if not self.allow_setting:
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_14cache_readonly_7__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_14cache_readonly_7__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_6__set__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self), ((PyObject *)__pyx_v_obj), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_14cache_readonly_6__set__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_cache = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);

  /* "pandas/src/properties.pyx":40
 *     def __set__(self, obj, value):
 * 
 *         if not self.allow_setting:             # <<<<<<<<<<<<<<
 *             raise Exception("cannot set values for [%s]" % self.name)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_v_self->allow_setting); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = ((!__pyx_t_1) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/properties.pyx":41
 * 
 *         if not self.allow_setting:
 *             raise Exception("cannot set values for [%s]" % self.name)             # <<<<<<<<<<<<<<
 * 
 *         # Get the cache or set a default one if needed
 */
    __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_cannot_set_values_for_s, __pyx_v_self->name); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_Exception, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/src/properties.pyx":44
 * 
 *         # Get the cache or set a default one if needed
 *         cache = getattr(obj, '_cache', None)             # <<<<<<<<<<<<<<
 *         if cache is None:
 *             try:
 */
  __pyx_t_3 = __Pyx_GetAttr3(__pyx_v_obj, __pyx_n_s_cache, Py_None); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 44; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_cache = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/properties.pyx":45
 *         # Get the cache or set a default one if needed
 *         cache = getattr(obj, '_cache', None)
 *         if cache is None:             # <<<<<<<<<<<<<<
 *             try:
 *                 cache = obj._cache = {}
 */
  __pyx_t_2 = (__pyx_v_cache == Py_None);
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "pandas/src/properties.pyx":46
 *         cache = getattr(obj, '_cache', None)
 *         if cache is None:
 *             try:             # <<<<<<<<<<<<<<
 *                 cache = obj._cache = {}
 *             except (AttributeError):
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_5, &__pyx_t_6, &__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);
      /*try:*/ {

        /* "pandas/src/properties.pyx":47
 *         if cache is None:
 *             try:
 *                 cache = obj._cache = {}             # <<<<<<<<<<<<<<
 *             except (AttributeError):
 *                 return
 */
        __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_DECREF_SET(__pyx_v_cache, __pyx_t_3);
        if (__Pyx_PyObject_SetAttrStr(__pyx_v_obj, __pyx_n_s_cache, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      }
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L12_try_end;
      __pyx_L5_error:;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/properties.pyx":48
 *             try:
 *                 cache = obj._cache = {}
 *             except (AttributeError):             # <<<<<<<<<<<<<<
 *                 return
 * 
 */
      __pyx_t_8 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
      if (__pyx_t_8) {
        __Pyx_AddTraceback("pandas.lib.cache_readonly.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_4, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 48; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GOTREF(__pyx_t_9);

        /* "pandas/src/properties.pyx":49
 *                 cache = obj._cache = {}
 *             except (AttributeError):
 *                 return             # <<<<<<<<<<<<<<
 * 
 *         PyDict_SetItem(cache, self.name, value)
 */
        __pyx_r = 0;
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L8_except_return;
      }
      goto __pyx_L7_except_error;
      __pyx_L7_except_error:;
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
      goto __pyx_L1_error;
      __pyx_L8_except_return:;
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_ExceptionReset(__pyx_t_5, __pyx_t_6, __pyx_t_7);
      goto __pyx_L0;
      __pyx_L12_try_end:;
    }
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/src/properties.pyx":51
 *                 return
 * 
 *         PyDict_SetItem(cache, self.name, value)             # <<<<<<<<<<<<<<
 * 
 * cdef class AxisProperty(object):
 */
  __pyx_t_9 = __pyx_v_self->name;
  __Pyx_INCREF(__pyx_t_9);
  __pyx_t_8 = PyDict_SetItem(__pyx_v_cache, __pyx_t_9, __pyx_v_value); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 51; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

  /* "pandas/src/properties.pyx":38
 *         return val
 * 
 *     def __set__(self, obj, value):             # <<<<<<<<<<<<<<
 * 
 *         if not self.allow_setting:
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("pandas.lib.cache_readonly.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_cache);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":7
 * 
 *     cdef readonly:
 *         object func, name, allow_setting             # <<<<<<<<<<<<<<
 * 
 *     def __init__(self, func=None, allow_setting=False):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_4func_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_4func_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_4func___get__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4func___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->func);
  __pyx_r = __pyx_v_self->func;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_4name_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_4name_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_4name___get__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_4name___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_13allow_setting_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_14cache_readonly_13allow_setting_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_14cache_readonly_13allow_setting___get__(((struct __pyx_obj_6pandas_3lib_cache_readonly *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_14cache_readonly_13allow_setting___get__(struct __pyx_obj_6pandas_3lib_cache_readonly *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->allow_setting);
  __pyx_r = __pyx_v_self->allow_setting;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":57
 *         Py_ssize_t axis
 * 
 *     def __init__(self, axis=0):             # <<<<<<<<<<<<<<
 *         self.axis = axis
 * 
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_12AxisProperty_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_3lib_12AxisProperty_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_axis = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_axis,0};
    PyObject* values[1] = {0};
    values[0] = ((PyObject *)__pyx_int_0);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_axis);
          if (value) { values[0] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_axis = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 0, 0, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.AxisProperty.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_3lib_12AxisProperty___init__(((struct __pyx_obj_6pandas_3lib_AxisProperty *)__pyx_v_self), __pyx_v_axis);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_12AxisProperty___init__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_axis) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/src/properties.pyx":58
 * 
 *     def __init__(self, axis=0):
 *         self.axis = axis             # <<<<<<<<<<<<<<
 * 
 *     def __get__(self, obj, type):
 */
  __pyx_t_1 = __Pyx_PyIndex_AsSsize_t(__pyx_v_axis); if (unlikely((__pyx_t_1 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->axis = __pyx_t_1;

  /* "pandas/src/properties.pyx":57
 *         Py_ssize_t axis
 * 
 *     def __init__(self, axis=0):             # <<<<<<<<<<<<<<
 *         self.axis = axis
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.lib.AxisProperty.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":60
 *         self.axis = axis
 * 
 *     def __get__(self, obj, type):             # <<<<<<<<<<<<<<
 *         cdef list axes = obj._data.axes
 *         return axes[self.axis]
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_12AxisProperty_3__get__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_type); /*proto*/
static PyObject *__pyx_pw_6pandas_3lib_12AxisProperty_3__get__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_type) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_12AxisProperty_2__get__(((struct __pyx_obj_6pandas_3lib_AxisProperty *)__pyx_v_self), ((PyObject *)__pyx_v_obj), ((PyObject *)__pyx_v_type));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_12AxisProperty_2__get__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_obj, CYTHON_UNUSED PyObject *__pyx_v_type) {
  PyObject *__pyx_v_axes = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "pandas/src/properties.pyx":61
 * 
 *     def __get__(self, obj, type):
 *         cdef list axes = obj._data.axes             # <<<<<<<<<<<<<<
 *         return axes[self.axis]
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_obj, __pyx_n_s_data); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_axes); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(PyList_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_2)->tp_name), 0))) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_axes = ((PyObject*)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/properties.pyx":62
 *     def __get__(self, obj, type):
 *         cdef list axes = obj._data.axes
 *         return axes[self.axis]             # <<<<<<<<<<<<<<
 * 
 *     def __set__(self, obj, value):
 */
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(__pyx_v_axes == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
    {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_axes, __pyx_v_self->axis, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/src/properties.pyx":60
 *         self.axis = axis
 * 
 *     def __get__(self, obj, type):             # <<<<<<<<<<<<<<
 *         cdef list axes = obj._data.axes
 *         return axes[self.axis]
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib.AxisProperty.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_axes);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/properties.pyx":64
 *         return axes[self.axis]
 * 
 *     def __set__(self, obj, value):             # <<<<<<<<<<<<<<
 *         obj._set_axis(self.axis, value)
 */

/* Python wrapper */
static int __pyx_pw_6pandas_3lib_12AxisProperty_5__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value); /*proto*/
static int __pyx_pw_6pandas_3lib_12AxisProperty_5__set__(PyObject *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__set__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_12AxisProperty_4__set__(((struct __pyx_obj_6pandas_3lib_AxisProperty *)__pyx_v_self), ((PyObject *)__pyx_v_obj), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_6pandas_3lib_12AxisProperty_4__set__(struct __pyx_obj_6pandas_3lib_AxisProperty *__pyx_v_self, PyObject *__pyx_v_obj, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__set__", 0);

  /* "pandas/src/properties.pyx":65
 * 
 *     def __set__(self, obj, value):
 *         obj._set_axis(self.axis, value)             # <<<<<<<<<<<<<<
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_obj, __pyx_n_s_set_axis); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_self->axis); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  __pyx_t_5 = 0;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
      __pyx_t_5 = 1;
    }
  }
  __pyx_t_6 = PyTuple_New(2+__pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (__pyx_t_4) {
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
  }
  PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_value);
  PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_value);
  __Pyx_GIVEREF(__pyx_v_value);
  __pyx_t_3 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_6, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/src/properties.pyx":64
 *         return axes[self.axis]
 * 
 *     def __set__(self, obj, value):             # <<<<<<<<<<<<<<
 *         obj._set_axis(self.axis, value)
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.AxisProperty.__set__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":7
 * 
 * # core.common import for fast inference checks
 * def is_float(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_float_object(obj)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_126is_float(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_126is_float = {"is_float", (PyCFunction)__pyx_pw_6pandas_3lib_126is_float, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_126is_float(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_float (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_125is_float(__pyx_self, ((PyObject *)__pyx_v_obj));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_125is_float(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_float", 0);

  /* "pandas/src/inference.pyx":8
 * # core.common import for fast inference checks
 * def is_float(object obj):
 *     return util.is_float_object(obj)             # <<<<<<<<<<<<<<
 * 
 * def is_integer(object obj):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(is_float_object(__pyx_v_obj)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":7
 * 
 * # core.common import for fast inference checks
 * def is_float(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_float_object(obj)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_float", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":10
 *     return util.is_float_object(obj)
 * 
 * def is_integer(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(obj)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_128is_integer(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_128is_integer = {"is_integer", (PyCFunction)__pyx_pw_6pandas_3lib_128is_integer, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_128is_integer(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_integer (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_127is_integer(__pyx_self, ((PyObject *)__pyx_v_obj));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_127is_integer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_integer", 0);

  /* "pandas/src/inference.pyx":11
 * 
 * def is_integer(object obj):
 *     return util.is_integer_object(obj)             # <<<<<<<<<<<<<<
 * 
 * def is_bool(object obj):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(is_integer_object(__pyx_v_obj)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 11; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":10
 *     return util.is_float_object(obj)
 * 
 * def is_integer(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(obj)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_integer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":13
 *     return util.is_integer_object(obj)
 * 
 * def is_bool(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_bool_object(obj)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_130is_bool(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_130is_bool = {"is_bool", (PyCFunction)__pyx_pw_6pandas_3lib_130is_bool, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_130is_bool(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_bool (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_129is_bool(__pyx_self, ((PyObject *)__pyx_v_obj));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_129is_bool(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_bool", 0);

  /* "pandas/src/inference.pyx":14
 * 
 * def is_bool(object obj):
 *     return util.is_bool_object(obj)             # <<<<<<<<<<<<<<
 * 
 * def is_complex(object obj):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(is_bool_object(__pyx_v_obj)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 14; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":13
 *     return util.is_integer_object(obj)
 * 
 * def is_bool(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_bool_object(obj)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_bool", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":16
 *     return util.is_bool_object(obj)
 * 
 * def is_complex(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_complex_object(obj)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_132is_complex(PyObject *__pyx_self, PyObject *__pyx_v_obj); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_132is_complex = {"is_complex", (PyCFunction)__pyx_pw_6pandas_3lib_132is_complex, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_132is_complex(PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_complex (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_131is_complex(__pyx_self, ((PyObject *)__pyx_v_obj));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_131is_complex(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_complex", 0);

  /* "pandas/src/inference.pyx":17
 * 
 * def is_complex(object obj):
 *     return util.is_complex_object(obj)             # <<<<<<<<<<<<<<
 * 
 * def is_period(object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(is_complex_object(__pyx_v_obj)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 17; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":16
 *     return util.is_bool_object(obj)
 * 
 * def is_complex(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_complex_object(obj)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_complex", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":19
 *     return util.is_complex_object(obj)
 * 
 * def is_period(object val):             # <<<<<<<<<<<<<<
 *     """ Return a boolean if this is a Period object """
 *     return util.is_period_object(val)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_134is_period(PyObject *__pyx_self, PyObject *__pyx_v_val); /*proto*/
static char __pyx_doc_6pandas_3lib_133is_period[] = " Return a boolean if this is a Period object ";
static PyMethodDef __pyx_mdef_6pandas_3lib_134is_period = {"is_period", (PyCFunction)__pyx_pw_6pandas_3lib_134is_period, METH_O, __pyx_doc_6pandas_3lib_133is_period};
static PyObject *__pyx_pw_6pandas_3lib_134is_period(PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_period (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_133is_period(__pyx_self, ((PyObject *)__pyx_v_val));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_133is_period(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_period", 0);

  /* "pandas/src/inference.pyx":21
 * def is_period(object val):
 *     """ Return a boolean if this is a Period object """
 *     return util.is_period_object(val)             # <<<<<<<<<<<<<<
 * 
 * _TYPE_MAP = {
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_f_4util_is_period_object(__pyx_v_val)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":19
 *     return util.is_complex_object(obj)
 * 
 * def is_period(object val):             # <<<<<<<<<<<<<<
 *     """ Return a boolean if this is a Period object """
 *     return util.is_period_object(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_period", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":68
 *     pass
 * 
 * def infer_dtype(object _values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_136infer_dtype(PyObject *__pyx_self, PyObject *__pyx_v__values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_136infer_dtype = {"infer_dtype", (PyCFunction)__pyx_pw_6pandas_3lib_136infer_dtype, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_136infer_dtype(PyObject *__pyx_self, PyObject *__pyx_v__values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("infer_dtype (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_135infer_dtype(__pyx_self, ((PyObject *)__pyx_v__values));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_135infer_dtype(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v__values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_val_name = NULL;
  PyObject *__pyx_v_val_kind = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("infer_dtype", 0);
  __Pyx_INCREF(__pyx_v__values);

  /* "pandas/src/inference.pyx":74
 *         ndarray values
 * 
 *     if isinstance(_values, np.ndarray):             # <<<<<<<<<<<<<<
 *         values = _values
 *     elif hasattr(_values,'values'):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v__values, ((PyObject*)__pyx_ptype_5numpy_ndarray)); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":75
 * 
 *     if isinstance(_values, np.ndarray):
 *         values = _values             # <<<<<<<<<<<<<<
 *     elif hasattr(_values,'values'):
 *         values = _values.values
 */
    if (!(likely(((__pyx_v__values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v__values, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __pyx_v__values;
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_values = ((PyArrayObject *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }

  /* "pandas/src/inference.pyx":76
 *     if isinstance(_values, np.ndarray):
 *         values = _values
 *     elif hasattr(_values,'values'):             # <<<<<<<<<<<<<<
 *         values = _values.values
 *     else:
 */
  __pyx_t_2 = PyObject_HasAttr(__pyx_v__values, __pyx_n_s_values); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":77
 *         values = _values
 *     elif hasattr(_values,'values'):
 *         values = _values.values             # <<<<<<<<<<<<<<
 *     else:
 *         if not isinstance(_values, list):
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v__values, __pyx_n_s_values); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_values = ((PyArrayObject *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":79
 *         values = _values.values
 *     else:
 *         if not isinstance(_values, list):             # <<<<<<<<<<<<<<
 *             _values = list(_values)
 *         values = list_to_object_array(_values)
 */
    __pyx_t_1 = PyList_Check(__pyx_v__values); 
    __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":80
 *     else:
 *         if not isinstance(_values, list):
 *             _values = list(_values)             # <<<<<<<<<<<<<<
 *         values = list_to_object_array(_values)
 * 
 */
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_v__values);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v__values);
      __Pyx_GIVEREF(__pyx_v__values);
      __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyList_Type))), __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF_SET(__pyx_v__values, __pyx_t_4);
      __pyx_t_4 = 0;
      goto __pyx_L4;
    }
    __pyx_L4:;

    /* "pandas/src/inference.pyx":81
 *         if not isinstance(_values, list):
 *             _values = list(_values)
 *         values = list_to_object_array(_values)             # <<<<<<<<<<<<<<
 * 
 *     values = getattr(values, 'values', values)
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_list_to_object_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v__values); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(__pyx_v__values);
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v__values);
      __Pyx_GIVEREF(__pyx_v__values);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_values = ((PyArrayObject *)__pyx_t_4);
    __pyx_t_4 = 0;
  }
  __pyx_L3:;

  /* "pandas/src/inference.pyx":83
 *         values = list_to_object_array(_values)
 * 
 *     values = getattr(values, 'values', values)             # <<<<<<<<<<<<<<
 * 
 *     val_name = values.dtype.name
 */
  __pyx_t_4 = __Pyx_GetAttr3(((PyObject *)__pyx_v_values), __pyx_n_s_values, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 83; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF_SET(__pyx_v_values, ((PyArrayObject *)__pyx_t_4));
  __pyx_t_4 = 0;

  /* "pandas/src/inference.pyx":85
 *     values = getattr(values, 'values', values)
 * 
 *     val_name = values.dtype.name             # <<<<<<<<<<<<<<
 *     if val_name in _TYPE_MAP:
 *         return _TYPE_MAP[val_name]
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_name_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 85; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_val_name = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":86
 * 
 *     val_name = values.dtype.name
 *     if val_name in _TYPE_MAP:             # <<<<<<<<<<<<<<
 *         return _TYPE_MAP[val_name]
 *     val_kind = values.dtype.kind
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = (__Pyx_PySequence_Contains(__pyx_v_val_name, __pyx_t_3, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 86; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":87
 *     val_name = values.dtype.name
 *     if val_name in _TYPE_MAP:
 *         return _TYPE_MAP[val_name]             # <<<<<<<<<<<<<<
 *     val_kind = values.dtype.kind
 *     if val_kind in _TYPE_MAP:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_v_val_name); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":88
 *     if val_name in _TYPE_MAP:
 *         return _TYPE_MAP[val_name]
 *     val_kind = values.dtype.kind             # <<<<<<<<<<<<<<
 *     if val_kind in _TYPE_MAP:
 *         return _TYPE_MAP[val_kind]
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_kind); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_v_val_kind = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":89
 *         return _TYPE_MAP[val_name]
 *     val_kind = values.dtype.kind
 *     if val_kind in _TYPE_MAP:             # <<<<<<<<<<<<<<
 *         return _TYPE_MAP[val_kind]
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_1 = (__Pyx_PySequence_Contains(__pyx_v_val_kind, __pyx_t_3, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 89; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":90
 *     val_kind = values.dtype.kind
 *     if val_kind in _TYPE_MAP:
 *         return _TYPE_MAP[val_kind]             # <<<<<<<<<<<<<<
 * 
 *     if values.dtype != np.object_:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_GetItem(__pyx_t_3, __pyx_v_val_kind); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":92
 *         return _TYPE_MAP[val_kind]
 * 
 *     if values.dtype != np.object_:             # <<<<<<<<<<<<<<
 *         values = values.astype('O')
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_6, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 92; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":93
 * 
 *     if values.dtype != np.object_:
 *         values = values.astype('O')             # <<<<<<<<<<<<<<
 * 
 *     n = len(values)
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_astype); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_tuple__42, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF_SET(__pyx_v_values, ((PyArrayObject *)__pyx_t_6));
    __pyx_t_6 = 0;
    goto __pyx_L7;
  }
  __pyx_L7:;

  /* "pandas/src/inference.pyx":95
 *         values = values.astype('O')
 * 
 *     n = len(values)             # <<<<<<<<<<<<<<
 *     if n == 0:
 *         return 'empty'
 */
  __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_7 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 95; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_7;

  /* "pandas/src/inference.pyx":96
 * 
 *     n = len(values)
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return 'empty'
 * 
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":97
 *     n = len(values)
 *     if n == 0:
 *         return 'empty'             # <<<<<<<<<<<<<<
 * 
 *     # make contiguous
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_n_s_empty);
    __pyx_r = __pyx_n_s_empty;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":100
 * 
 *     # make contiguous
 *     values = values.ravel()             # <<<<<<<<<<<<<<
 * 
 *     # try to use a valid value
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_ravel); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (__pyx_t_4) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  } else {
    __pyx_t_6 = __Pyx_PyObject_CallNoArg(__pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF_SET(__pyx_v_values, ((PyArrayObject *)__pyx_t_6));
  __pyx_t_6 = 0;

  /* "pandas/src/inference.pyx":103
 * 
 *     # try to use a valid value
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *        val = util.get_value_1d(values, i)
 *        if not is_null_datetimelike(val):
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) {
    __pyx_v_i = __pyx_t_8;

    /* "pandas/src/inference.pyx":104
 *     # try to use a valid value
 *     for i in range(n):
 *        val = util.get_value_1d(values, i)             # <<<<<<<<<<<<<<
 *        if not is_null_datetimelike(val):
 *            break
 */
    __pyx_t_6 = get_value_1d(__pyx_v_values, __pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 104; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/src/inference.pyx":105
 *     for i in range(n):
 *        val = util.get_value_1d(values, i)
 *        if not is_null_datetimelike(val):             # <<<<<<<<<<<<<<
 *            break
 * 
 */
    __pyx_t_2 = ((!(__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_val) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":106
 *        val = util.get_value_1d(values, i)
 *        if not is_null_datetimelike(val):
 *            break             # <<<<<<<<<<<<<<
 * 
 *     if util.is_datetime64_object(val) or val is NaT:
 */
      goto __pyx_L10_break;
    }
  }
  __pyx_L10_break:;

  /* "pandas/src/inference.pyx":108
 *            break
 * 
 *     if util.is_datetime64_object(val) or val is NaT:             # <<<<<<<<<<<<<<
 *         if is_datetime64_array(values):
 *             return 'datetime64'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_1 = (is_datetime64_object(__pyx_v_val) != 0);
  if (!__pyx_t_1) {
    goto __pyx_L14_next_or;
  } else {
    __pyx_t_2 = __pyx_t_1;
    goto __pyx_L13_bool_binop_done;
  }
  __pyx_L14_next_or:;
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 108; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_1 = (__pyx_v_val == __pyx_t_6);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_9 = (__pyx_t_1 != 0);
  __pyx_t_2 = __pyx_t_9;
  __pyx_L13_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":109
 * 
 *     if util.is_datetime64_object(val) or val is NaT:
 *         if is_datetime64_array(values):             # <<<<<<<<<<<<<<
 *             return 'datetime64'
 *         elif is_timedelta_or_timedelta64_array(values):
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_datetime64_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":110
 *     if util.is_datetime64_object(val) or val is NaT:
 *         if is_datetime64_array(values):
 *             return 'datetime64'             # <<<<<<<<<<<<<<
 *         elif is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_datetime64);
      __pyx_r = __pyx_n_s_datetime64;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":111
 *         if is_datetime64_array(values):
 *             return 'datetime64'
 *         elif is_timedelta_or_timedelta64_array(values):             # <<<<<<<<<<<<<<
 *             return 'timedelta'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_timedelta_or_timedelta64_arra); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":112
 *             return 'datetime64'
 *         elif is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'             # <<<<<<<<<<<<<<
 * 
 *     elif util.is_integer_object(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_timedelta);
      __pyx_r = __pyx_n_s_timedelta;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":114
 *             return 'timedelta'
 * 
 *     elif util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *         # a timedelta will show true here as well
 *         if is_timedelta(val):
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (is_integer_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":116
 *     elif util.is_integer_object(val):
 *         # a timedelta will show true here as well
 *         if is_timedelta(val):             # <<<<<<<<<<<<<<
 *             if is_timedelta_or_timedelta64_array(values):
 *                 return 'timedelta'
 */
    if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_timedelta(__pyx_v_val) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":117
 *         # a timedelta will show true here as well
 *         if is_timedelta(val):
 *             if is_timedelta_or_timedelta64_array(values):             # <<<<<<<<<<<<<<
 *                 return 'timedelta'
 * 
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_timedelta_or_timedelta64_arra); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(((PyObject *)__pyx_v_values));
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
        __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
        __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":118
 *         if is_timedelta(val):
 *             if is_timedelta_or_timedelta64_array(values):
 *                 return 'timedelta'             # <<<<<<<<<<<<<<
 * 
 *         if is_integer_array(values):
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(__pyx_n_s_timedelta);
        __pyx_r = __pyx_n_s_timedelta;
        goto __pyx_L0;
      }
      goto __pyx_L16;
    }
    __pyx_L16:;

    /* "pandas/src/inference.pyx":120
 *                 return 'timedelta'
 * 
 *         if is_integer_array(values):             # <<<<<<<<<<<<<<
 *             return 'integer'
 *         elif is_integer_float_array(values):
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_integer_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":121
 * 
 *         if is_integer_array(values):
 *             return 'integer'             # <<<<<<<<<<<<<<
 *         elif is_integer_float_array(values):
 *             return 'mixed-integer-float'
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_integer);
      __pyx_r = __pyx_n_s_integer;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":122
 *         if is_integer_array(values):
 *             return 'integer'
 *         elif is_integer_float_array(values):             # <<<<<<<<<<<<<<
 *             return 'mixed-integer-float'
 *         elif is_timedelta_or_timedelta64_array(values):
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_integer_float_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":123
 *             return 'integer'
 *         elif is_integer_float_array(values):
 *             return 'mixed-integer-float'             # <<<<<<<<<<<<<<
 *         elif is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_kp_s_mixed_integer_float);
      __pyx_r = __pyx_kp_s_mixed_integer_float;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":124
 *         elif is_integer_float_array(values):
 *             return 'mixed-integer-float'
 *         elif is_timedelta_or_timedelta64_array(values):             # <<<<<<<<<<<<<<
 *             return 'timedelta'
 *         return 'mixed-integer'
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_timedelta_or_timedelta64_arra); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":125
 *             return 'mixed-integer-float'
 *         elif is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'             # <<<<<<<<<<<<<<
 *         return 'mixed-integer'
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_timedelta);
      __pyx_r = __pyx_n_s_timedelta;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":126
 *         elif is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'
 *         return 'mixed-integer'             # <<<<<<<<<<<<<<
 * 
 *     elif is_datetime(val):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_kp_s_mixed_integer);
    __pyx_r = __pyx_kp_s_mixed_integer;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":128
 *         return 'mixed-integer'
 * 
 *     elif is_datetime(val):             # <<<<<<<<<<<<<<
 *         if is_datetime_array(values):
 *             return 'datetime'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (__pyx_f_6pandas_3lib_is_datetime(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":129
 * 
 *     elif is_datetime(val):
 *         if is_datetime_array(values):             # <<<<<<<<<<<<<<
 *             return 'datetime'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_datetime_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 129; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":130
 *     elif is_datetime(val):
 *         if is_datetime_array(values):
 *             return 'datetime'             # <<<<<<<<<<<<<<
 * 
 *     elif is_date(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_datetime);
      __pyx_r = __pyx_n_s_datetime;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":132
 *             return 'datetime'
 * 
 *     elif is_date(val):             # <<<<<<<<<<<<<<
 *         if is_date_array(values):
 *             return 'date'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 132; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (__pyx_f_6pandas_3lib_is_date(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":133
 * 
 *     elif is_date(val):
 *         if is_date_array(values):             # <<<<<<<<<<<<<<
 *             return 'date'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_date_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":134
 *     elif is_date(val):
 *         if is_date_array(values):
 *             return 'date'             # <<<<<<<<<<<<<<
 * 
 *     elif is_time(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_date);
      __pyx_r = __pyx_n_s_date;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":136
 *             return 'date'
 * 
 *     elif is_time(val):             # <<<<<<<<<<<<<<
 *         if is_time_array(values):
 *             return 'time'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (__pyx_f_6pandas_3lib_is_time(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":137
 * 
 *     elif is_time(val):
 *         if is_time_array(values):             # <<<<<<<<<<<<<<
 *             return 'time'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_time_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 137; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":138
 *     elif is_time(val):
 *         if is_time_array(values):
 *             return 'time'             # <<<<<<<<<<<<<<
 * 
 *     elif util.is_float_object(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_time);
      __pyx_r = __pyx_n_s_time;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":140
 *             return 'time'
 * 
 *     elif util.is_float_object(val):             # <<<<<<<<<<<<<<
 *         if is_float_array(values):
 *             return 'floating'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (is_float_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":141
 * 
 *     elif util.is_float_object(val):
 *         if is_float_array(values):             # <<<<<<<<<<<<<<
 *             return 'floating'
 *         elif is_integer_float_array(values):
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_float_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 141; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":142
 *     elif util.is_float_object(val):
 *         if is_float_array(values):
 *             return 'floating'             # <<<<<<<<<<<<<<
 *         elif is_integer_float_array(values):
 *             return 'mixed-integer-float'
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_floating);
      __pyx_r = __pyx_n_s_floating;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":143
 *         if is_float_array(values):
 *             return 'floating'
 *         elif is_integer_float_array(values):             # <<<<<<<<<<<<<<
 *             return 'mixed-integer-float'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_integer_float_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 143; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":144
 *             return 'floating'
 *         elif is_integer_float_array(values):
 *             return 'mixed-integer-float'             # <<<<<<<<<<<<<<
 * 
 *     elif util.is_bool_object(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_kp_s_mixed_integer_float);
      __pyx_r = __pyx_kp_s_mixed_integer_float;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":146
 *             return 'mixed-integer-float'
 * 
 *     elif util.is_bool_object(val):             # <<<<<<<<<<<<<<
 *         if is_bool_array(values):
 *             return 'boolean'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 146; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (is_bool_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":147
 * 
 *     elif util.is_bool_object(val):
 *         if is_bool_array(values):             # <<<<<<<<<<<<<<
 *             return 'boolean'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_bool_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":148
 *     elif util.is_bool_object(val):
 *         if is_bool_array(values):
 *             return 'boolean'             # <<<<<<<<<<<<<<
 * 
 *     elif PyString_Check(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_boolean);
      __pyx_r = __pyx_n_s_boolean;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":150
 *             return 'boolean'
 * 
 *     elif PyString_Check(val):             # <<<<<<<<<<<<<<
 *         if is_string_array(values):
 *             return 'string'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 150; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (PyString_Check(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":151
 * 
 *     elif PyString_Check(val):
 *         if is_string_array(values):             # <<<<<<<<<<<<<<
 *             return 'string'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_string_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":152
 *     elif PyString_Check(val):
 *         if is_string_array(values):
 *             return 'string'             # <<<<<<<<<<<<<<
 * 
 *     elif PyUnicode_Check(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_string);
      __pyx_r = __pyx_n_s_string;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":154
 *             return 'string'
 * 
 *     elif PyUnicode_Check(val):             # <<<<<<<<<<<<<<
 *         if is_unicode_array(values):
 *             return 'unicode'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (PyUnicode_Check(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":155
 * 
 *     elif PyUnicode_Check(val):
 *         if is_unicode_array(values):             # <<<<<<<<<<<<<<
 *             return 'unicode'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_unicode_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 155; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":156
 *     elif PyUnicode_Check(val):
 *         if is_unicode_array(values):
 *             return 'unicode'             # <<<<<<<<<<<<<<
 * 
 *     elif is_timedelta(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_unicode);
      __pyx_r = __pyx_n_s_unicode;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":158
 *             return 'unicode'
 * 
 *     elif is_timedelta(val):             # <<<<<<<<<<<<<<
 *         if is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'
 */
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_2 = (__pyx_f_6pandas_3lib_is_timedelta(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":159
 * 
 *     elif is_timedelta(val):
 *         if is_timedelta_or_timedelta64_array(values):             # <<<<<<<<<<<<<<
 *             return 'timedelta'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_timedelta_or_timedelta64_arra); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":160
 *     elif is_timedelta(val):
 *         if is_timedelta_or_timedelta64_array(values):
 *             return 'timedelta'             # <<<<<<<<<<<<<<
 * 
 *     elif is_period(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_timedelta);
      __pyx_r = __pyx_n_s_timedelta;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }

  /* "pandas/src/inference.pyx":162
 *             return 'timedelta'
 * 
 *     elif is_period(val):             # <<<<<<<<<<<<<<
 *         if is_period_array(values):
 *             return 'period'
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_period); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (unlikely(!__pyx_v_val)) { __Pyx_RaiseUnboundLocalError("val"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_val); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
    __Pyx_INCREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":163
 * 
 *     elif is_period(val):
 *         if is_period_array(values):             # <<<<<<<<<<<<<<
 *             return 'period'
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_is_period_array); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_3, ((PyObject *)__pyx_v_values)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_INCREF(((PyObject *)__pyx_v_values));
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, ((PyObject *)__pyx_v_values));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_values));
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 163; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":164
 *     elif is_period(val):
 *         if is_period_array(values):
 *             return 'period'             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_n_s_period);
      __pyx_r = __pyx_n_s_period;
      goto __pyx_L0;
    }
    goto __pyx_L12;
  }
  __pyx_L12:;

  /* "pandas/src/inference.pyx":166
 *             return 'period'
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = util.get_value_1d(values, i)
 *         if util.is_integer_object(val):
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) {
    __pyx_v_i = __pyx_t_8;

    /* "pandas/src/inference.pyx":167
 * 
 *     for i in range(n):
 *         val = util.get_value_1d(values, i)             # <<<<<<<<<<<<<<
 *         if util.is_integer_object(val):
 *             return 'mixed-integer'
 */
    __pyx_t_6 = get_value_1d(__pyx_v_values, __pyx_v_i); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/src/inference.pyx":168
 *     for i in range(n):
 *         val = util.get_value_1d(values, i)
 *         if util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             return 'mixed-integer'
 * 
 */
    __pyx_t_2 = (is_integer_object(__pyx_v_val) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":169
 *         val = util.get_value_1d(values, i)
 *         if util.is_integer_object(val):
 *             return 'mixed-integer'             # <<<<<<<<<<<<<<
 * 
 *     return 'mixed'
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_kp_s_mixed_integer);
      __pyx_r = __pyx_kp_s_mixed_integer;
      goto __pyx_L0;
    }
  }

  /* "pandas/src/inference.pyx":171
 *             return 'mixed-integer'
 * 
 *     return 'mixed'             # <<<<<<<<<<<<<<
 * 
 * def infer_dtype_list(list values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_n_s_mixed);
  __pyx_r = __pyx_n_s_mixed;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":68
 *     pass
 * 
 * def infer_dtype(object _values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.lib.infer_dtype", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_val_name);
  __Pyx_XDECREF(__pyx_v_val_kind);
  __Pyx_XDECREF(__pyx_v__values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":173
 *     return 'mixed'
 * 
 * def infer_dtype_list(list values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_138infer_dtype_list(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_138infer_dtype_list = {"infer_dtype_list", (PyCFunction)__pyx_pw_6pandas_3lib_138infer_dtype_list, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_138infer_dtype_list(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("infer_dtype_list (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), (&PyList_Type), 1, "values", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_137infer_dtype_list(__pyx_self, ((PyObject*)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_137infer_dtype_list(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_n;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("infer_dtype_list", 0);

  /* "pandas/src/inference.pyx":175
 * def infer_dtype_list(list values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *     pass
 * 
 */
  if (unlikely(__pyx_v_values == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_values); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":173
 *     return 'mixed'
 * 
 * def infer_dtype_list(list values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.lib.infer_dtype_list", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":179
 * 
 * 
 * def is_possible_datetimelike_array(object arr):             # <<<<<<<<<<<<<<
 *     # determine if we have a possible datetimelike (or null-like) array
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_140is_possible_datetimelike_array(PyObject *__pyx_self, PyObject *__pyx_v_arr); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_140is_possible_datetimelike_array = {"is_possible_datetimelike_array", (PyCFunction)__pyx_pw_6pandas_3lib_140is_possible_datetimelike_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_140is_possible_datetimelike_array(PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_possible_datetimelike_array (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_139is_possible_datetimelike_array(__pyx_self, ((PyObject *)__pyx_v_arr));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_139is_possible_datetimelike_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  int __pyx_v_seen_timedelta;
  int __pyx_v_seen_datetime;
  PyObject *__pyx_v_v = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_possible_datetimelike_array", 0);

  /* "pandas/src/inference.pyx":182
 *     # determine if we have a possible datetimelike (or null-like) array
 *     cdef:
 *         Py_ssize_t i, n = len(arr)             # <<<<<<<<<<<<<<
 *         bint seen_timedelta = 0, seen_datetime = 0
 *         object v
 */
  __pyx_t_1 = PyObject_Length(__pyx_v_arr); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":183
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 *         bint seen_timedelta = 0, seen_datetime = 0             # <<<<<<<<<<<<<<
 *         object v
 * 
 */
  __pyx_v_seen_timedelta = 0;
  __pyx_v_seen_datetime = 0;

  /* "pandas/src/inference.pyx":186
 *         object v
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = arr[i]
 *         if util.is_string_object(v):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "pandas/src/inference.pyx":187
 * 
 *     for i in range(n):
 *         v = arr[i]             # <<<<<<<<<<<<<<
 *         if util.is_string_object(v):
 *            continue
 */
    __pyx_t_3 = __Pyx_GetItemInt(__pyx_v_arr, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 187; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/src/inference.pyx":188
 *     for i in range(n):
 *         v = arr[i]
 *         if util.is_string_object(v):             # <<<<<<<<<<<<<<
 *            continue
 *         elif util._checknull(v):
 */
    __pyx_t_4 = (is_string_object(__pyx_v_v) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":189
 *         v = arr[i]
 *         if util.is_string_object(v):
 *            continue             # <<<<<<<<<<<<<<
 *         elif util._checknull(v):
 *            continue
 */
      goto __pyx_L3_continue;
    }

    /* "pandas/src/inference.pyx":190
 *         if util.is_string_object(v):
 *            continue
 *         elif util._checknull(v):             # <<<<<<<<<<<<<<
 *            continue
 *         elif is_datetime(v):
 */
    __pyx_t_4 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":191
 *            continue
 *         elif util._checknull(v):
 *            continue             # <<<<<<<<<<<<<<
 *         elif is_datetime(v):
 *            seen_datetime=1
 */
      goto __pyx_L3_continue;
    }

    /* "pandas/src/inference.pyx":192
 *         elif util._checknull(v):
 *            continue
 *         elif is_datetime(v):             # <<<<<<<<<<<<<<
 *            seen_datetime=1
 *         elif is_timedelta(v):
 */
    __pyx_t_4 = (__pyx_f_6pandas_3lib_is_datetime(__pyx_v_v) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":193
 *            continue
 *         elif is_datetime(v):
 *            seen_datetime=1             # <<<<<<<<<<<<<<
 *         elif is_timedelta(v):
 *            seen_timedelta=1
 */
      __pyx_v_seen_datetime = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":194
 *         elif is_datetime(v):
 *            seen_datetime=1
 *         elif is_timedelta(v):             # <<<<<<<<<<<<<<
 *            seen_timedelta=1
 *         else:
 */
    __pyx_t_4 = (__pyx_f_6pandas_3lib_is_timedelta(__pyx_v_v) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":195
 *            seen_datetime=1
 *         elif is_timedelta(v):
 *            seen_timedelta=1             # <<<<<<<<<<<<<<
 *         else:
 *            return False
 */
      __pyx_v_seen_timedelta = 1;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":197
 *            seen_timedelta=1
 *         else:
 *            return False             # <<<<<<<<<<<<<<
 *     return seen_datetime or seen_timedelta
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L5:;
    __pyx_L3_continue:;
  }

  /* "pandas/src/inference.pyx":198
 *         else:
 *            return False
 *     return seen_datetime or seen_timedelta             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_null_datetimelike(v):
 */
  __Pyx_XDECREF(__pyx_r);
  if (!__pyx_v_seen_datetime) {
    goto __pyx_L7_next_or;
  } else {
    __pyx_t_5 = __Pyx_PyBool_FromLong(__pyx_v_seen_datetime); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L6_bool_binop_done;
  }
  __pyx_L7_next_or:;
  __pyx_t_5 = __Pyx_PyBool_FromLong(__pyx_v_seen_timedelta); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_3 = __pyx_t_5;
  __pyx_t_5 = 0;
  __pyx_L6_bool_binop_done:;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":179
 * 
 * 
 * def is_possible_datetimelike_array(object arr):             # <<<<<<<<<<<<<<
 *     # determine if we have a possible datetimelike (or null-like) array
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.is_possible_datetimelike_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":200
 *     return seen_datetime or seen_timedelta
 * 
 * cdef inline bint is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *     # determine if we have a null for a timedelta/datetime (or integer versions)x
 *     if util._checknull(v):
 */

static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_null_datetimelike(PyObject *__pyx_v_v) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_null_datetimelike", 0);

  /* "pandas/src/inference.pyx":202
 * cdef inline bint is_null_datetimelike(v):
 *     # determine if we have a null for a timedelta/datetime (or integer versions)x
 *     if util._checknull(v):             # <<<<<<<<<<<<<<
 *         return True
 *     elif util.is_timedelta64_object(v):
 */
  __pyx_t_1 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":203
 *     # determine if we have a null for a timedelta/datetime (or integer versions)x
 *     if util._checknull(v):
 *         return True             # <<<<<<<<<<<<<<
 *     elif util.is_timedelta64_object(v):
 *         return v.view('int64') == iNaT
 */
    __pyx_r = 1;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":204
 *     if util._checknull(v):
 *         return True
 *     elif util.is_timedelta64_object(v):             # <<<<<<<<<<<<<<
 *         return v.view('int64') == iNaT
 *     elif util.is_datetime64_object(v):
 */
  __pyx_t_1 = (is_timedelta64_object(__pyx_v_v) != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":205
 *         return True
 *     elif util.is_timedelta64_object(v):
 *         return v.view('int64') == iNaT             # <<<<<<<<<<<<<<
 *     elif util.is_datetime64_object(v):
 *         return v.view('int64') == iNaT
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_v, __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple__43, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_iNaT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = PyObject_RichCompare(__pyx_t_3, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_1;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":206
 *     elif util.is_timedelta64_object(v):
 *         return v.view('int64') == iNaT
 *     elif util.is_datetime64_object(v):             # <<<<<<<<<<<<<<
 *         return v.view('int64') == iNaT
 *     elif util.is_integer_object(v):
 */
  __pyx_t_1 = (is_datetime64_object(__pyx_v_v) != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":207
 *         return v.view('int64') == iNaT
 *     elif util.is_datetime64_object(v):
 *         return v.view('int64') == iNaT             # <<<<<<<<<<<<<<
 *     elif util.is_integer_object(v):
 *         return v == iNaT
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_v, __pyx_n_s_view); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_tuple__44, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_iNaT); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = PyObject_RichCompare(__pyx_t_2, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_r = __pyx_t_1;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":208
 *     elif util.is_datetime64_object(v):
 *         return v.view('int64') == iNaT
 *     elif util.is_integer_object(v):             # <<<<<<<<<<<<<<
 *         return v == iNaT
 *     elif v is NaT:
 */
  __pyx_t_1 = (is_integer_object(__pyx_v_v) != 0);
  if (__pyx_t_1) {

    /* "pandas/src/inference.pyx":209
 *         return v.view('int64') == iNaT
 *     elif util.is_integer_object(v):
 *         return v == iNaT             # <<<<<<<<<<<<<<
 *     elif v is NaT:
 *         return True
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_iNaT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = PyObject_RichCompare(__pyx_v_v, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 209; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_r = __pyx_t_1;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":210
 *     elif util.is_integer_object(v):
 *         return v == iNaT
 *     elif v is NaT:             # <<<<<<<<<<<<<<
 *         return True
 *     return False
 */
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_NaT); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_1 = (__pyx_v_v == __pyx_t_4);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_5 = (__pyx_t_1 != 0);
  if (__pyx_t_5) {

    /* "pandas/src/inference.pyx":211
 *         return v == iNaT
 *     elif v is NaT:
 *         return True             # <<<<<<<<<<<<<<
 *     return False
 * 
 */
    __pyx_r = 1;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":212
 *     elif v is NaT:
 *         return True
 *     return False             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_datetime(object o):
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":200
 *     return seen_datetime or seen_timedelta
 * 
 * cdef inline bint is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *     # determine if we have a null for a timedelta/datetime (or integer versions)x
 *     if util._checknull(v):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_WriteUnraisable("pandas.lib.is_null_datetimelike", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":214
 *     return False
 * 
 * cdef inline bint is_datetime(object o):             # <<<<<<<<<<<<<<
 *     return PyDateTime_Check(o)
 * 
 */

static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_datetime(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_datetime", 0);

  /* "pandas/src/inference.pyx":215
 * 
 * cdef inline bint is_datetime(object o):
 *     return PyDateTime_Check(o)             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_date(object o):
 */
  __pyx_r = PyDateTime_Check(__pyx_v_o);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":214
 *     return False
 * 
 * cdef inline bint is_datetime(object o):             # <<<<<<<<<<<<<<
 *     return PyDateTime_Check(o)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":217
 *     return PyDateTime_Check(o)
 * 
 * cdef inline bint is_date(object o):             # <<<<<<<<<<<<<<
 *     return PyDate_Check(o)
 * 
 */

static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_date(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_date", 0);

  /* "pandas/src/inference.pyx":218
 * 
 * cdef inline bint is_date(object o):
 *     return PyDate_Check(o)             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_time(object o):
 */
  __pyx_r = PyDate_Check(__pyx_v_o);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":217
 *     return PyDateTime_Check(o)
 * 
 * cdef inline bint is_date(object o):             # <<<<<<<<<<<<<<
 *     return PyDate_Check(o)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":220
 *     return PyDate_Check(o)
 * 
 * cdef inline bint is_time(object o):             # <<<<<<<<<<<<<<
 *     return PyTime_Check(o)
 * 
 */

static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_time(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_time", 0);

  /* "pandas/src/inference.pyx":221
 * 
 * cdef inline bint is_time(object o):
 *     return PyTime_Check(o)             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_timedelta(object o):
 */
  __pyx_r = PyTime_Check(__pyx_v_o);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":220
 *     return PyDate_Check(o)
 * 
 * cdef inline bint is_time(object o):             # <<<<<<<<<<<<<<
 *     return PyTime_Check(o)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":223
 *     return PyTime_Check(o)
 * 
 * cdef inline bint is_timedelta(object o):             # <<<<<<<<<<<<<<
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 */

static CYTHON_INLINE int __pyx_f_6pandas_3lib_is_timedelta(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  __Pyx_RefNannySetupContext("is_timedelta", 0);

  /* "pandas/src/inference.pyx":224
 * 
 * cdef inline bint is_timedelta(object o):
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)             # <<<<<<<<<<<<<<
 * 
 * def is_bool_array(ndarray values):
 */
  __pyx_t_2 = (PyDelta_Check(__pyx_v_o) != 0);
  if (!__pyx_t_2) {
    goto __pyx_L4_next_or;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L4_next_or:;
  __pyx_t_2 = (is_timedelta64_object(__pyx_v_o) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":223
 *     return PyTime_Check(o)
 * 
 * cdef inline bint is_timedelta(object o):             # <<<<<<<<<<<<<<
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":226
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 * def is_bool_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_142is_bool_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_142is_bool_array = {"is_bool_array", (PyCFunction)__pyx_pw_6pandas_3lib_142is_bool_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_142is_bool_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_bool_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_141is_bool_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_141is_bool_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_bool_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":228
 * def is_bool_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":232
 *         object obj
 * 
 *     if issubclass(values.dtype.type, np.bool_):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_bool); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_4); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":233
 * 
 *     if issubclass(values.dtype.type, np.bool_):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":234
 *     if issubclass(values.dtype.type, np.bool_):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 234; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":235
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 235; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":237
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_6 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":238
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":240
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not util.is_bool_object(objbuf[i]):
 *                 return False
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
      __pyx_v_i = __pyx_t_11;

      /* "pandas/src/inference.pyx":241
 * 
 *         for i in range(n):
 *             if not util.is_bool_object(objbuf[i]):             # <<<<<<<<<<<<<<
 *                 return False
 *         return True
 */
      __pyx_t_12 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_12 < 0) {
        __pyx_t_12 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_6 = ((!(is_bool_object(__pyx_t_3) != 0)) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {

        /* "pandas/src/inference.pyx":242
 *         for i in range(n):
 *             if not util.is_bool_object(objbuf[i]):
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":243
 *             if not util.is_bool_object(objbuf[i]):
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":245
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * def is_integer(object o):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":226
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 * def is_bool_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_bool_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":247
 *         return False
 * 
 * def is_integer(object o):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(o)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_144is_integer(PyObject *__pyx_self, PyObject *__pyx_v_o); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_144is_integer = {"is_integer", (PyCFunction)__pyx_pw_6pandas_3lib_144is_integer, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_144is_integer(PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_integer (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_143is_integer(__pyx_self, ((PyObject *)__pyx_v_o));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_143is_integer(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_integer", 0);

  /* "pandas/src/inference.pyx":248
 * 
 * def is_integer(object o):
 *     return util.is_integer_object(o)             # <<<<<<<<<<<<<<
 * 
 * def is_integer_array(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(is_integer_object(__pyx_v_o)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 248; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":247
 *         return False
 * 
 * def is_integer(object o):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(o)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.lib.is_integer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":250
 *     return util.is_integer_object(o)
 * 
 * def is_integer_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_146is_integer_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_146is_integer_array = {"is_integer_array", (PyCFunction)__pyx_pw_6pandas_3lib_146is_integer_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_146is_integer_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_integer_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_145is_integer_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_145is_integer_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_integer_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":252
 * def is_integer_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":256
 *         object obj
 * 
 *     if issubclass(values.dtype.type, np.integer):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_integer); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_4); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":257
 * 
 *     if issubclass(values.dtype.type, np.integer):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":258
 *     if issubclass(values.dtype.type, np.integer):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":259
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":261
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_6 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":262
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":264
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not util.is_integer_object(objbuf[i]):
 *                 return False
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
      __pyx_v_i = __pyx_t_11;

      /* "pandas/src/inference.pyx":265
 * 
 *         for i in range(n):
 *             if not util.is_integer_object(objbuf[i]):             # <<<<<<<<<<<<<<
 *                 return False
 *         return True
 */
      __pyx_t_12 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_12 < 0) {
        __pyx_t_12 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 265; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_6 = ((!(is_integer_object(__pyx_t_3) != 0)) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {

        /* "pandas/src/inference.pyx":266
 *         for i in range(n):
 *             if not util.is_integer_object(objbuf[i]):
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":267
 *             if not util.is_integer_object(objbuf[i]):
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":269
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * def is_integer_float_array(ndarray values):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":250
 *     return util.is_integer_object(o)
 * 
 * def is_integer_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_integer_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":271
 *         return False
 * 
 * def is_integer_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_148is_integer_float_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_148is_integer_float_array = {"is_integer_float_array", (PyCFunction)__pyx_pw_6pandas_3lib_148is_integer_float_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_148is_integer_float_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_integer_float_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_147is_integer_float_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_147is_integer_float_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_integer_float_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":273
 * def is_integer_float_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 273; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":277
 *         object obj
 * 
 *     if issubclass(values.dtype.type, np.integer):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_integer); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_4); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":278
 * 
 *     if issubclass(values.dtype.type, np.integer):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":279
 *     if issubclass(values.dtype.type, np.integer):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 279; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":280
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 280; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":282
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_6 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":283
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":285
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not (util.is_integer_object(objbuf[i]) or
 *                     util.is_float_object(objbuf[i])):
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
      __pyx_v_i = __pyx_t_11;

      /* "pandas/src/inference.pyx":286
 * 
 *         for i in range(n):
 *             if not (util.is_integer_object(objbuf[i]) or             # <<<<<<<<<<<<<<
 *                     util.is_float_object(objbuf[i])):
 * 
 */
      __pyx_t_12 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_12 < 0) {
        __pyx_t_12 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_5 = (is_integer_object(__pyx_t_3) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (!__pyx_t_5) {
        goto __pyx_L9_next_or;
      } else {
        __pyx_t_6 = __pyx_t_5;
        goto __pyx_L8_bool_binop_done;
      }
      __pyx_L9_next_or:;

      /* "pandas/src/inference.pyx":287
 *         for i in range(n):
 *             if not (util.is_integer_object(objbuf[i]) or
 *                     util.is_float_object(objbuf[i])):             # <<<<<<<<<<<<<<
 * 
 *                 return False
 */
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_5 = (is_float_object(__pyx_t_3) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __pyx_t_5;
      __pyx_L8_bool_binop_done:;

      /* "pandas/src/inference.pyx":286
 * 
 *         for i in range(n):
 *             if not (util.is_integer_object(objbuf[i]) or             # <<<<<<<<<<<<<<
 *                     util.is_float_object(objbuf[i])):
 * 
 */
      __pyx_t_5 = ((!__pyx_t_6) != 0);
      if (__pyx_t_5) {

        /* "pandas/src/inference.pyx":289
 *                     util.is_float_object(objbuf[i])):
 * 
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":290
 * 
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":292
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * def is_float_array(ndarray values):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":271
 *         return False
 * 
 * def is_integer_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_integer_float_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":294
 *         return False
 * 
 * def is_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_150is_float_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_150is_float_array = {"is_float_array", (PyCFunction)__pyx_pw_6pandas_3lib_150is_float_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_150is_float_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_float_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_149is_float_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_149is_float_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_float_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":296
 * def is_float_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 296; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":300
 *         object obj
 * 
 *     if issubclass(values.dtype.type, np.floating):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_floating); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_4); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 300; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":301
 * 
 *     if issubclass(values.dtype.type, np.floating):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":302
 *     if issubclass(values.dtype.type, np.floating):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":303
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":305
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_6 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":306
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":308
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not util.is_float_object(objbuf[i]):
 *                 return False
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
      __pyx_v_i = __pyx_t_11;

      /* "pandas/src/inference.pyx":309
 * 
 *         for i in range(n):
 *             if not util.is_float_object(objbuf[i]):             # <<<<<<<<<<<<<<
 *                 return False
 *         return True
 */
      __pyx_t_12 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_12 < 0) {
        __pyx_t_12 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 309; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_6 = ((!(is_float_object(__pyx_t_3) != 0)) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {

        /* "pandas/src/inference.pyx":310
 *         for i in range(n):
 *             if not util.is_float_object(objbuf[i]):
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":311
 *             if not util.is_float_object(objbuf[i]):
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":313
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * def is_string_array(ndarray values):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":294
 *         return False
 * 
 * def is_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_float_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":315
 *         return False
 * 
 * def is_string_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_152is_string_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_152is_string_array = {"is_string_array", (PyCFunction)__pyx_pw_6pandas_3lib_152is_string_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_152is_string_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_string_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_151is_string_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_151is_string_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_string_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":317
 * def is_string_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":321
 *         object obj
 * 
 *     if issubclass(values.dtype.type, (np.string_, np.unicode_)):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_string_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_unicode_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_4 = 0;
  __pyx_t_5 = 0;
  __pyx_t_6 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_2); if (unlikely(__pyx_t_6 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_7 = (__pyx_t_6 != 0);
  if (__pyx_t_7) {

    /* "pandas/src/inference.pyx":322
 * 
 *     if issubclass(values.dtype.type, (np.string_, np.unicode_)):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":323
 *     if issubclass(values.dtype.type, (np.string_, np.unicode_)):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_2, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 323; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_7) {

    /* "pandas/src/inference.pyx":324
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_8 < 0)) {
        PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 324; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":326
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_7 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_7) {

      /* "pandas/src/inference.pyx":327
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":329
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not PyString_Check(objbuf[i]):
 *                 return False
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
      __pyx_v_i = __pyx_t_12;

      /* "pandas/src/inference.pyx":330
 * 
 *         for i in range(n):
 *             if not PyString_Check(objbuf[i]):             # <<<<<<<<<<<<<<
 *                 return False
 *         return True
 */
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_8 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_7 = ((!(PyString_Check(__pyx_t_3) != 0)) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_7) {

        /* "pandas/src/inference.pyx":331
 *         for i in range(n):
 *             if not PyString_Check(objbuf[i]):
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":332
 *             if not PyString_Check(objbuf[i]):
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":334
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * def is_unicode_array(ndarray values):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":315
 *         return False
 * 
 * def is_string_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_string_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":336
 *         return False
 * 
 * def is_unicode_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_154is_unicode_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_154is_unicode_array = {"is_unicode_array", (PyCFunction)__pyx_pw_6pandas_3lib_154is_unicode_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_154is_unicode_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_unicode_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_153is_unicode_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_153is_unicode_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_objbuf = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objbuf;
  __Pyx_Buffer __pyx_pybuffer_objbuf;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_unicode_array", 0);
  __pyx_pybuffer_objbuf.pybuffer.buf = NULL;
  __pyx_pybuffer_objbuf.refcount = 0;
  __pyx_pybuffernd_objbuf.data = NULL;
  __pyx_pybuffernd_objbuf.rcbuffer = &__pyx_pybuffer_objbuf;

  /* "pandas/src/inference.pyx":338
 * def is_unicode_array(ndarray values):
 *     cdef:
 *         Py_ssize_t i, n = len(values)             # <<<<<<<<<<<<<<
 *         ndarray[object] objbuf
 *         object obj
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":342
 *         object obj
 * 
 *     if issubclass(values.dtype.type, np.unicode_):             # <<<<<<<<<<<<<<
 *         return True
 *     elif values.dtype == np.object_:
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_type); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_unicode_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_5 = PyObject_IsSubclass(__pyx_t_3, __pyx_t_4); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_6 = (__pyx_t_5 != 0);
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":343
 * 
 *     if issubclass(values.dtype.type, np.unicode_):
 *         return True             # <<<<<<<<<<<<<<
 *     elif values.dtype == np.object_:
 *         objbuf = values
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":344
 *     if issubclass(values.dtype.type, np.unicode_):
 *         return True
 *     elif values.dtype == np.object_:             # <<<<<<<<<<<<<<
 *         objbuf = values
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_values), __pyx_n_s_dtype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_object_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_4, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 344; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_6) {

    /* "pandas/src/inference.pyx":345
 *         return True
 *     elif values.dtype == np.object_:
 *         objbuf = values             # <<<<<<<<<<<<<<
 * 
 *         if n == 0:
 */
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)((PyArrayObject *)__pyx_v_values), &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer, (PyObject*)__pyx_v_objbuf, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_objbuf.diminfo[0].strides = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objbuf.diminfo[0].shape = __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 345; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_values));
    __pyx_v_objbuf = ((PyArrayObject *)__pyx_v_values);

    /* "pandas/src/inference.pyx":347
 *         objbuf = values
 * 
 *         if n == 0:             # <<<<<<<<<<<<<<
 *             return False
 * 
 */
    __pyx_t_6 = ((__pyx_v_n == 0) != 0);
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":348
 * 
 *         if n == 0:
 *             return False             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }

    /* "pandas/src/inference.pyx":350
 *             return False
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if not PyUnicode_Check(objbuf[i]):
 *                 return False
 */
    __pyx_t_1 = __pyx_v_n;
    for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
      __pyx_v_i = __pyx_t_11;

      /* "pandas/src/inference.pyx":351
 * 
 *         for i in range(n):
 *             if not PyUnicode_Check(objbuf[i]):             # <<<<<<<<<<<<<<
 *                 return False
 *         return True
 */
      __pyx_t_12 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_12 < 0) {
        __pyx_t_12 += __pyx_pybuffernd_objbuf.diminfo[0].shape;
        if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_objbuf.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objbuf.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_objbuf.diminfo[0].strides);
      __Pyx_INCREF((PyObject*)__pyx_t_3);
      __pyx_t_6 = ((!(PyUnicode_Check(__pyx_t_3) != 0)) != 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {

        /* "pandas/src/inference.pyx":352
 *         for i in range(n):
 *             if not PyUnicode_Check(objbuf[i]):
 *                 return False             # <<<<<<<<<<<<<<
 *         return True
 *     else:
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_False);
        __pyx_r = Py_False;
        goto __pyx_L0;
      }
    }

    /* "pandas/src/inference.pyx":353
 *             if not PyUnicode_Check(objbuf[i]):
 *                 return False
 *         return True             # <<<<<<<<<<<<<<
 *     else:
 *         return False
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_True);
    __pyx_r = Py_True;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":355
 *         return True
 *     else:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":336
 *         return False
 * 
 * def is_unicode_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_unicode_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objbuf.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_objbuf);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":358
 * 
 * 
 * def is_datetime_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_156is_datetime_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_156is_datetime_array = {"is_datetime_array", (PyCFunction)__pyx_pw_6pandas_3lib_156is_datetime_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_156is_datetime_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_datetime_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_155is_datetime_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_155is_datetime_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_null_count;
  int __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_datetime_array", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":359
 * 
 * def is_datetime_array(ndarray[object] values):
 *     cdef int i, null_count = 0, n = len(values)             # <<<<<<<<<<<<<<
 *     cdef object v
 *     if n == 0:
 */
  __pyx_v_null_count = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 359; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":361
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":362
 *     cdef object v
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 * 
 *     # return False for all nulls
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":365
 * 
 *     # return False for all nulls
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = values[i]
 *         if is_null_datetimelike(v):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":366
 *     # return False for all nulls
 *     for i in range(n):
 *         v = values[i]             # <<<<<<<<<<<<<<
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_6 < 0) {
      __pyx_t_6 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_6 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_6 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":367
 *     for i in range(n):
 *         v = values[i]
 *         if is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *             # we are a regular null
 *             if util._checknull(v):
 */
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_v) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":369
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 *             if util._checknull(v):             # <<<<<<<<<<<<<<
 *                null_count += 1
 *         elif not is_datetime(v):
 */
      __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":370
 *             # we are a regular null
 *             if util._checknull(v):
 *                null_count += 1             # <<<<<<<<<<<<<<
 *         elif not is_datetime(v):
 *             return False
 */
        __pyx_v_null_count = (__pyx_v_null_count + 1);
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L6;
    }

    /* "pandas/src/inference.pyx":371
 *             if util._checknull(v):
 *                null_count += 1
 *         elif not is_datetime(v):             # <<<<<<<<<<<<<<
 *             return False
 *     return null_count != n
 */
    __pyx_t_2 = ((!(__pyx_f_6pandas_3lib_is_datetime(__pyx_v_v) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":372
 *                null_count += 1
 *         elif not is_datetime(v):
 *             return False             # <<<<<<<<<<<<<<
 *     return null_count != n
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":373
 *         elif not is_datetime(v):
 *             return False
 *     return null_count != n             # <<<<<<<<<<<<<<
 * 
 * def is_datetime64_array(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyBool_FromLong((__pyx_v_null_count != __pyx_v_n)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":358
 * 
 * 
 * def is_datetime_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_datetime_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":375
 *     return null_count != n
 * 
 * def is_datetime64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_158is_datetime64_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_158is_datetime64_array = {"is_datetime64_array", (PyCFunction)__pyx_pw_6pandas_3lib_158is_datetime64_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_158is_datetime64_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_datetime64_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_157is_datetime64_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_157is_datetime64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_null_count;
  int __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_datetime64_array", 0);

  /* "pandas/src/inference.pyx":376
 * 
 * def is_datetime64_array(ndarray values):
 *     cdef int i, null_count = 0, n = len(values)             # <<<<<<<<<<<<<<
 *     cdef object v
 *     if n == 0:
 */
  __pyx_v_null_count = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 376; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":378
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":379
 *     cdef object v
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 * 
 *     # return False for all nulls
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":382
 * 
 *     # return False for all nulls
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = values[i]
 *         if is_null_datetimelike(v):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":383
 *     # return False for all nulls
 *     for i in range(n):
 *         v = values[i]             # <<<<<<<<<<<<<<
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 */
    __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_values), __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":384
 *     for i in range(n):
 *         v = values[i]
 *         if is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *             # we are a regular null
 *             if util._checknull(v):
 */
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_v) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":386
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 *             if util._checknull(v):             # <<<<<<<<<<<<<<
 *                 null_count += 1
 *         elif not util.is_datetime64_object(v):
 */
      __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":387
 *             # we are a regular null
 *             if util._checknull(v):
 *                 null_count += 1             # <<<<<<<<<<<<<<
 *         elif not util.is_datetime64_object(v):
 *             return False
 */
        __pyx_v_null_count = (__pyx_v_null_count + 1);
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L6;
    }

    /* "pandas/src/inference.pyx":388
 *             if util._checknull(v):
 *                 null_count += 1
 *         elif not util.is_datetime64_object(v):             # <<<<<<<<<<<<<<
 *             return False
 *     return null_count != n
 */
    __pyx_t_2 = ((!(is_datetime64_object(__pyx_v_v) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":389
 *                 null_count += 1
 *         elif not util.is_datetime64_object(v):
 *             return False             # <<<<<<<<<<<<<<
 *     return null_count != n
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":390
 *         elif not util.is_datetime64_object(v):
 *             return False
 *     return null_count != n             # <<<<<<<<<<<<<<
 * 
 * def is_timedelta_array(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyBool_FromLong((__pyx_v_null_count != __pyx_v_n)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 390; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":375
 *     return null_count != n
 * 
 * def is_datetime64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.is_datetime64_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":392
 *     return null_count != n
 * 
 * def is_timedelta_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_160is_timedelta_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_160is_timedelta_array = {"is_timedelta_array", (PyCFunction)__pyx_pw_6pandas_3lib_160is_timedelta_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_160is_timedelta_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_timedelta_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_159is_timedelta_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_159is_timedelta_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_null_count;
  int __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_timedelta_array", 0);

  /* "pandas/src/inference.pyx":393
 * 
 * def is_timedelta_array(ndarray values):
 *     cdef int i, null_count = 0, n = len(values)             # <<<<<<<<<<<<<<
 *     cdef object v
 *     if n == 0:
 */
  __pyx_v_null_count = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 393; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":395
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":396
 *     cdef object v
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         v = values[i]
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":397
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = values[i]
 *         if is_null_datetimelike(v):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":398
 *         return False
 *     for i in range(n):
 *         v = values[i]             # <<<<<<<<<<<<<<
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 */
    __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_values), __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 398; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":399
 *     for i in range(n):
 *         v = values[i]
 *         if is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *             # we are a regular null
 *             if util._checknull(v):
 */
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_v) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":401
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 *             if util._checknull(v):             # <<<<<<<<<<<<<<
 *                 null_count += 1
 *         elif not PyDelta_Check(v):
 */
      __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":402
 *             # we are a regular null
 *             if util._checknull(v):
 *                 null_count += 1             # <<<<<<<<<<<<<<
 *         elif not PyDelta_Check(v):
 *             return False
 */
        __pyx_v_null_count = (__pyx_v_null_count + 1);
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L6;
    }

    /* "pandas/src/inference.pyx":403
 *             if util._checknull(v):
 *                 null_count += 1
 *         elif not PyDelta_Check(v):             # <<<<<<<<<<<<<<
 *             return False
 *     return null_count != n
 */
    __pyx_t_2 = ((!(PyDelta_Check(__pyx_v_v) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":404
 *                 null_count += 1
 *         elif not PyDelta_Check(v):
 *             return False             # <<<<<<<<<<<<<<
 *     return null_count != n
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":405
 *         elif not PyDelta_Check(v):
 *             return False
 *     return null_count != n             # <<<<<<<<<<<<<<
 * 
 * def is_timedelta64_array(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyBool_FromLong((__pyx_v_null_count != __pyx_v_n)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 405; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":392
 *     return null_count != n
 * 
 * def is_timedelta_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.is_timedelta_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":407
 *     return null_count != n
 * 
 * def is_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_162is_timedelta64_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_162is_timedelta64_array = {"is_timedelta64_array", (PyCFunction)__pyx_pw_6pandas_3lib_162is_timedelta64_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_162is_timedelta64_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_timedelta64_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_161is_timedelta64_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_161is_timedelta64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_null_count;
  int __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_timedelta64_array", 0);

  /* "pandas/src/inference.pyx":408
 * 
 * def is_timedelta64_array(ndarray values):
 *     cdef int i, null_count = 0, n = len(values)             # <<<<<<<<<<<<<<
 *     cdef object v
 *     if n == 0:
 */
  __pyx_v_null_count = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 408; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":410
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":411
 *     cdef object v
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         v = values[i]
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":412
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = values[i]
 *         if is_null_datetimelike(v):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":413
 *         return False
 *     for i in range(n):
 *         v = values[i]             # <<<<<<<<<<<<<<
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 */
    __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_values), __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 413; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":414
 *     for i in range(n):
 *         v = values[i]
 *         if is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *             # we are a regular null
 *             if util._checknull(v):
 */
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_v) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":416
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 *             if util._checknull(v):             # <<<<<<<<<<<<<<
 *                 null_count += 1
 *         elif not util.is_timedelta64_object(v):
 */
      __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":417
 *             # we are a regular null
 *             if util._checknull(v):
 *                 null_count += 1             # <<<<<<<<<<<<<<
 *         elif not util.is_timedelta64_object(v):
 *             return False
 */
        __pyx_v_null_count = (__pyx_v_null_count + 1);
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L6;
    }

    /* "pandas/src/inference.pyx":418
 *             if util._checknull(v):
 *                 null_count += 1
 *         elif not util.is_timedelta64_object(v):             # <<<<<<<<<<<<<<
 *             return False
 *     return null_count != n
 */
    __pyx_t_2 = ((!(is_timedelta64_object(__pyx_v_v) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":419
 *                 null_count += 1
 *         elif not util.is_timedelta64_object(v):
 *             return False             # <<<<<<<<<<<<<<
 *     return null_count != n
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":420
 *         elif not util.is_timedelta64_object(v):
 *             return False
 *     return null_count != n             # <<<<<<<<<<<<<<
 * 
 * def is_timedelta_or_timedelta64_array(ndarray values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyBool_FromLong((__pyx_v_null_count != __pyx_v_n)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":407
 *     return null_count != n
 * 
 * def is_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.is_timedelta64_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":422
 *     return null_count != n
 * 
 * def is_timedelta_or_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     """ infer with timedeltas and/or nat/none """
 *     cdef int i, null_count = 0, n = len(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_164is_timedelta_or_timedelta64_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static char __pyx_doc_6pandas_3lib_163is_timedelta_or_timedelta64_array[] = " infer with timedeltas and/or nat/none ";
static PyMethodDef __pyx_mdef_6pandas_3lib_164is_timedelta_or_timedelta64_array = {"is_timedelta_or_timedelta64_array", (PyCFunction)__pyx_pw_6pandas_3lib_164is_timedelta_or_timedelta64_array, METH_O, __pyx_doc_6pandas_3lib_163is_timedelta_or_timedelta64_array};
static PyObject *__pyx_pw_6pandas_3lib_164is_timedelta_or_timedelta64_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_timedelta_or_timedelta64_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_163is_timedelta_or_timedelta64_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_163is_timedelta_or_timedelta64_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_null_count;
  int __pyx_v_n;
  PyObject *__pyx_v_v = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_timedelta_or_timedelta64_array", 0);

  /* "pandas/src/inference.pyx":424
 * def is_timedelta_or_timedelta64_array(ndarray values):
 *     """ infer with timedeltas and/or nat/none """
 *     cdef int i, null_count = 0, n = len(values)             # <<<<<<<<<<<<<<
 *     cdef object v
 *     if n == 0:
 */
  __pyx_v_null_count = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 424; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":426
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":427
 *     cdef object v
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         v = values[i]
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":428
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         v = values[i]
 *         if is_null_datetimelike(v):
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":429
 *         return False
 *     for i in range(n):
 *         v = values[i]             # <<<<<<<<<<<<<<
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 */
    __pyx_t_5 = __Pyx_GetItemInt(((PyObject *)__pyx_v_values), __pyx_v_i, int, 1, __Pyx_PyInt_From_int, 0, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 429; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_v, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":430
 *     for i in range(n):
 *         v = values[i]
 *         if is_null_datetimelike(v):             # <<<<<<<<<<<<<<
 *             # we are a regular null
 *             if util._checknull(v):
 */
    __pyx_t_2 = (__pyx_f_6pandas_3lib_is_null_datetimelike(__pyx_v_v) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":432
 *         if is_null_datetimelike(v):
 *             # we are a regular null
 *             if util._checknull(v):             # <<<<<<<<<<<<<<
 *                 null_count += 1
 *         elif not is_timedelta(v):
 */
      __pyx_t_2 = (__pyx_f_4util__checknull(__pyx_v_v) != 0);
      if (__pyx_t_2) {

        /* "pandas/src/inference.pyx":433
 *             # we are a regular null
 *             if util._checknull(v):
 *                 null_count += 1             # <<<<<<<<<<<<<<
 *         elif not is_timedelta(v):
 *             return False
 */
        __pyx_v_null_count = (__pyx_v_null_count + 1);
        goto __pyx_L7;
      }
      __pyx_L7:;
      goto __pyx_L6;
    }

    /* "pandas/src/inference.pyx":434
 *             if util._checknull(v):
 *                 null_count += 1
 *         elif not is_timedelta(v):             # <<<<<<<<<<<<<<
 *             return False
 *     return null_count != n
 */
    __pyx_t_2 = ((!(__pyx_f_6pandas_3lib_is_timedelta(__pyx_v_v) != 0)) != 0);
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":435
 *                 null_count += 1
 *         elif not is_timedelta(v):
 *             return False             # <<<<<<<<<<<<<<
 *     return null_count != n
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":436
 *         elif not is_timedelta(v):
 *             return False
 *     return null_count != n             # <<<<<<<<<<<<<<
 * 
 * def is_date_array(ndarray[object] values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_PyBool_FromLong((__pyx_v_null_count != __pyx_v_n)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":422
 *     return null_count != n
 * 
 * def is_timedelta_or_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     """ infer with timedeltas and/or nat/none """
 *     cdef int i, null_count = 0, n = len(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.lib.is_timedelta_or_timedelta64_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_v);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":438
 *     return null_count != n
 * 
 * def is_date_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_166is_date_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_166is_date_array = {"is_date_array", (PyCFunction)__pyx_pw_6pandas_3lib_166is_date_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_166is_date_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_date_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_165is_date_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_165is_date_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_n;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_date_array", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":439
 * 
 * def is_date_array(ndarray[object] values):
 *     cdef int i, n = len(values)             # <<<<<<<<<<<<<<
 *     if n == 0:
 *         return False
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 439; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":440
 * def is_date_array(ndarray[object] values):
 *     cdef int i, n = len(values)
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":441
 *     cdef int i, n = len(values)
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         if not is_date(values[i]):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":442
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if not is_date(values[i]):
 *             return False
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":443
 *         return False
 *     for i in range(n):
 *         if not is_date(values[i]):             # <<<<<<<<<<<<<<
 *             return False
 *     return True
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_6 < 0) {
      __pyx_t_6 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_6 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_6 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __pyx_t_2 = ((!(__pyx_f_6pandas_3lib_is_date(__pyx_t_5) != 0)) != 0);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":444
 *     for i in range(n):
 *         if not is_date(values[i]):
 *             return False             # <<<<<<<<<<<<<<
 *     return True
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
  }

  /* "pandas/src/inference.pyx":445
 *         if not is_date(values[i]):
 *             return False
 *     return True             # <<<<<<<<<<<<<<
 * 
 * def is_time_array(ndarray[object] values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_True);
  __pyx_r = Py_True;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":438
 *     return null_count != n
 * 
 * def is_date_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_date_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":447
 *     return True
 * 
 * def is_time_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_168is_time_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_168is_time_array = {"is_time_array", (PyCFunction)__pyx_pw_6pandas_3lib_168is_time_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_168is_time_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_time_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_167is_time_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_167is_time_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_n;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_time_array", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":448
 * 
 * def is_time_array(ndarray[object] values):
 *     cdef int i, n = len(values)             # <<<<<<<<<<<<<<
 *     if n == 0:
 *         return False
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":449
 * def is_time_array(ndarray[object] values):
 *     cdef int i, n = len(values)
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_2 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_2) {

    /* "pandas/src/inference.pyx":450
 *     cdef int i, n = len(values)
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         if not is_time(values[i]):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":451
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if not is_time(values[i]):
 *             return False
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;

    /* "pandas/src/inference.pyx":452
 *         return False
 *     for i in range(n):
 *         if not is_time(values[i]):             # <<<<<<<<<<<<<<
 *             return False
 *     return True
 */
    __pyx_t_6 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_6 < 0) {
      __pyx_t_6 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_6 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_6 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_6, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __pyx_t_2 = ((!(__pyx_f_6pandas_3lib_is_time(__pyx_t_5) != 0)) != 0);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_2) {

      /* "pandas/src/inference.pyx":453
 *     for i in range(n):
 *         if not is_time(values[i]):
 *             return False             # <<<<<<<<<<<<<<
 *     return True
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
  }

  /* "pandas/src/inference.pyx":454
 *         if not is_time(values[i]):
 *             return False
 *     return True             # <<<<<<<<<<<<<<
 * 
 * def is_period(object o):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_True);
  __pyx_r = Py_True;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":447
 *     return True
 * 
 * def is_time_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_time_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":456
 *     return True
 * 
 * def is_period(object o):             # <<<<<<<<<<<<<<
 *     from pandas import Period
 *     return isinstance(o,Period)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_170is_period(PyObject *__pyx_self, PyObject *__pyx_v_o); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_170is_period = {"is_period", (PyCFunction)__pyx_pw_6pandas_3lib_170is_period, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_170is_period(PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_period (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_169is_period(__pyx_self, ((PyObject *)__pyx_v_o));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_169is_period(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_o) {
  PyObject *__pyx_v_Period = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_period", 0);

  /* "pandas/src/inference.pyx":457
 * 
 * def is_period(object o):
 *     from pandas import Period             # <<<<<<<<<<<<<<
 *     return isinstance(o,Period)
 * 
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_Period);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_Period);
  __Pyx_GIVEREF(__pyx_n_s_Period);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_pandas, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Period); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 457; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_Period = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":458
 * def is_period(object o):
 *     from pandas import Period
 *     return isinstance(o,Period)             # <<<<<<<<<<<<<<
 * 
 * def is_period_array(ndarray[object] values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyObject_IsInstance(__pyx_v_o, __pyx_v_Period); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 458; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":456
 *     return True
 * 
 * def is_period(object o):             # <<<<<<<<<<<<<<
 *     from pandas import Period
 *     return isinstance(o,Period)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.lib.is_period", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_Period);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":460
 *     return isinstance(o,Period)
 * 
 * def is_period_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     from pandas.tseries.period import Period
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_172is_period_array(PyObject *__pyx_self, PyObject *__pyx_v_values); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_172is_period_array = {"is_period_array", (PyCFunction)__pyx_pw_6pandas_3lib_172is_period_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_172is_period_array(PyObject *__pyx_self, PyObject *__pyx_v_values) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_period_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_171is_period_array(__pyx_self, ((PyArrayObject *)__pyx_v_values));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_171is_period_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values) {
  int __pyx_v_i;
  int __pyx_v_n;
  PyObject *__pyx_v_Period = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_period_array", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":461
 * 
 * def is_period_array(ndarray[object] values):
 *     cdef int i, n = len(values)             # <<<<<<<<<<<<<<
 *     from pandas.tseries.period import Period
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 461; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":462
 * def is_period_array(ndarray[object] values):
 *     cdef int i, n = len(values)
 *     from pandas.tseries.period import Period             # <<<<<<<<<<<<<<
 * 
 *     if n == 0:
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_Period);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_Period);
  __Pyx_GIVEREF(__pyx_n_s_Period);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_pandas_tseries_period, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_Period); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_t_2);
  __pyx_v_Period = __pyx_t_2;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":464
 *     from pandas.tseries.period import Period
 * 
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         return False
 *     for i in range(n):
 */
  __pyx_t_4 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_4) {

    /* "pandas/src/inference.pyx":465
 * 
 *     if n == 0:
 *         return False             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         if not isinstance(values[i], Period):
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_False);
    __pyx_r = Py_False;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":466
 *     if n == 0:
 *         return False
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if not isinstance(values[i], Period):
 *             return False
 */
  __pyx_t_5 = __pyx_v_n;
  for (__pyx_t_6 = 0; __pyx_t_6 < __pyx_t_5; __pyx_t_6+=1) {
    __pyx_v_i = __pyx_t_6;

    /* "pandas/src/inference.pyx":467
 *         return False
 *     for i in range(n):
 *         if not isinstance(values[i], Period):             # <<<<<<<<<<<<<<
 *             return False
 *     return True
 */
    __pyx_t_7 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_7 < 0) {
      __pyx_t_7 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_7 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_7 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_7, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_3);
    __pyx_t_4 = PyObject_IsInstance(__pyx_t_3, __pyx_v_Period); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 467; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_9 = ((!(__pyx_t_4 != 0)) != 0);
    if (__pyx_t_9) {

      /* "pandas/src/inference.pyx":468
 *     for i in range(n):
 *         if not isinstance(values[i], Period):
 *             return False             # <<<<<<<<<<<<<<
 *     return True
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(Py_False);
      __pyx_r = Py_False;
      goto __pyx_L0;
    }
  }

  /* "pandas/src/inference.pyx":469
 *         if not isinstance(values[i], Period):
 *             return False
 *     return True             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(Py_True);
  __pyx_r = Py_True;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":460
 *     return isinstance(o,Period)
 * 
 * def is_period_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     from pandas.tseries.period import Period
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.is_period_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_Period);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":479
 * 
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,             # <<<<<<<<<<<<<<
 *                           bint convert_empty=True, bint coerce_numeric=False):
 *     '''
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_174maybe_convert_numeric(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_173maybe_convert_numeric[] = "\n    Type inference function-- convert strings to numeric (potentially) and\n    convert to proper dtype array\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_174maybe_convert_numeric = {"maybe_convert_numeric", (PyCFunction)__pyx_pw_6pandas_3lib_174maybe_convert_numeric, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_173maybe_convert_numeric};
static PyObject *__pyx_pw_6pandas_3lib_174maybe_convert_numeric(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  __Pyx_memviewslice __pyx_v_values = { 0, 0, { 0 }, { 0 }, { 0 } };
  PyObject *__pyx_v_na_values = 0;
  int __pyx_v_convert_empty;
  int __pyx_v_coerce_numeric;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("maybe_convert_numeric (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_na_values,&__pyx_n_s_convert_empty,&__pyx_n_s_coerce_numeric,0};
    PyObject* values[4] = {0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_na_values)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("maybe_convert_numeric", 0, 2, 4, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert_empty);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_coerce_numeric);
          if (value) { values[3] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "maybe_convert_numeric") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_values = __Pyx_PyObject_to_MemoryviewSlice_ds_object(values[0]); if (unlikely(!__pyx_v_values.memview)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_na_values = ((PyObject*)values[1]);
    if (values[2]) {
      __pyx_v_convert_empty = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_convert_empty == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "pandas/src/inference.pyx":480
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,
 *                           bint convert_empty=True, bint coerce_numeric=False):             # <<<<<<<<<<<<<<
 *     '''
 *     Type inference function-- convert strings to numeric (potentially) and
 */
      __pyx_v_convert_empty = ((int)1);
    }
    if (values[3]) {
      __pyx_v_coerce_numeric = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_coerce_numeric == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 480; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_coerce_numeric = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("maybe_convert_numeric", 0, 2, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.maybe_convert_numeric", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_na_values), (&PySet_Type), 1, "na_values", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_173maybe_convert_numeric(__pyx_self, __pyx_v_values, __pyx_v_na_values, __pyx_v_convert_empty, __pyx_v_coerce_numeric);

  /* "pandas/src/inference.pyx":479
 * 
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,             # <<<<<<<<<<<<<<
 *                           bint convert_empty=True, bint coerce_numeric=False):
 *     '''
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_173maybe_convert_numeric(CYTHON_UNUSED PyObject *__pyx_self, __Pyx_memviewslice __pyx_v_values, PyObject *__pyx_v_na_values, int __pyx_v_convert_empty, int __pyx_v_coerce_numeric) {
  CYTHON_UNUSED int __pyx_v_status;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_floats = 0;
  PyArrayObject *__pyx_v_complexes = 0;
  PyArrayObject *__pyx_v_ints = 0;
  PyArrayObject *__pyx_v_bools = 0;
  int __pyx_v_seen_float;
  int __pyx_v_seen_complex;
  int __pyx_v_seen_int;
  int __pyx_v_seen_bool;
  PyObject *__pyx_v_val = 0;
  __pyx_t_5numpy_float64_t __pyx_v_fval;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_bools;
  __Pyx_Buffer __pyx_pybuffer_bools;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_complexes;
  __Pyx_Buffer __pyx_pybuffer_complexes;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_floats;
  __Pyx_Buffer __pyx_pybuffer_floats;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_ints;
  __Pyx_Buffer __pyx_pybuffer_ints;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  PyArrayObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_t_12;
  int __pyx_t_13;
  int __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  __pyx_t_5numpy_float64_t __pyx_t_17;
  __pyx_t_double_complex __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  __pyx_t_5numpy_float64_t __pyx_t_21;
  __pyx_t_5numpy_int64_t __pyx_t_22;
  Py_ssize_t __pyx_t_23;
  Py_ssize_t __pyx_t_24;
  __pyx_t_5numpy_float64_t __pyx_t_25;
  __pyx_t_5numpy_int64_t __pyx_t_26;
  __pyx_t_5numpy_uint8_t __pyx_t_27;
  Py_ssize_t __pyx_t_28;
  Py_ssize_t __pyx_t_29;
  Py_ssize_t __pyx_t_30;
  Py_ssize_t __pyx_t_31;
  Py_ssize_t __pyx_t_32;
  int __pyx_t_33;
  Py_ssize_t __pyx_t_34;
  Py_ssize_t __pyx_t_35;
  __pyx_t_double_complex __pyx_t_36;
  Py_ssize_t __pyx_t_37;
  PyObject *__pyx_t_38 = NULL;
  PyObject *__pyx_t_39 = NULL;
  PyObject *__pyx_t_40 = NULL;
  Py_ssize_t __pyx_t_41;
  PyObject *__pyx_t_42 = NULL;
  PyObject *__pyx_t_43 = NULL;
  PyObject *__pyx_t_44 = NULL;
  __pyx_t_5numpy_int64_t __pyx_t_45;
  Py_ssize_t __pyx_t_46;
  Py_ssize_t __pyx_t_47;
  Py_ssize_t __pyx_t_48;
  PyObject *__pyx_t_49 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("maybe_convert_numeric", 0);
  __pyx_pybuffer_floats.pybuffer.buf = NULL;
  __pyx_pybuffer_floats.refcount = 0;
  __pyx_pybuffernd_floats.data = NULL;
  __pyx_pybuffernd_floats.rcbuffer = &__pyx_pybuffer_floats;
  __pyx_pybuffer_complexes.pybuffer.buf = NULL;
  __pyx_pybuffer_complexes.refcount = 0;
  __pyx_pybuffernd_complexes.data = NULL;
  __pyx_pybuffernd_complexes.rcbuffer = &__pyx_pybuffer_complexes;
  __pyx_pybuffer_ints.pybuffer.buf = NULL;
  __pyx_pybuffer_ints.refcount = 0;
  __pyx_pybuffernd_ints.data = NULL;
  __pyx_pybuffernd_ints.rcbuffer = &__pyx_pybuffer_ints;
  __pyx_pybuffer_bools.pybuffer.buf = NULL;
  __pyx_pybuffer_bools.refcount = 0;
  __pyx_pybuffernd_bools.data = NULL;
  __pyx_pybuffernd_bools.rcbuffer = &__pyx_pybuffer_bools;

  /* "pandas/src/inference.pyx":487
 *     cdef:
 *         int status
 *         Py_ssize_t i, n = values.size             # <<<<<<<<<<<<<<
 *         ndarray[float64_t] floats = np.empty(n, dtype='f8')
 *         ndarray[complex128_t] complexes = np.empty(n, dtype='c16')
 */
  __pyx_t_1 = __pyx_memoryview_fromslice(__pyx_v_values, 1, (PyObject *(*)(char *)) __pyx_memview_get_object, (int (*)(char *, PyObject *)) __pyx_memview_set_object, 1);; if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 487; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_size); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 487; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(__pyx_t_2); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 487; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_n = __pyx_t_3;

  /* "pandas/src/inference.pyx":488
 *         int status
 *         Py_ssize_t i, n = values.size
 *         ndarray[float64_t] floats = np.empty(n, dtype='f8')             # <<<<<<<<<<<<<<
 *         ndarray[complex128_t] complexes = np.empty(n, dtype='c16')
 *         ndarray[int64_t] ints = np.empty(n, dtype='i8')
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_f8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_floats.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_floats = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 488; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_floats.diminfo[0].strides = __pyx_pybuffernd_floats.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_floats.diminfo[0].shape = __pyx_pybuffernd_floats.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_6 = 0;
  __pyx_v_floats = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":489
 *         Py_ssize_t i, n = values.size
 *         ndarray[float64_t] floats = np.empty(n, dtype='f8')
 *         ndarray[complex128_t] complexes = np.empty(n, dtype='c16')             # <<<<<<<<<<<<<<
 *         ndarray[int64_t] ints = np.empty(n, dtype='i8')
 *         ndarray[uint8_t] bools = np.empty(n, dtype='u1')
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_n_s_c16) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo___pyx_t_double_complex, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_complexes = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_complexes.diminfo[0].strides = __pyx_pybuffernd_complexes.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_complexes.diminfo[0].shape = __pyx_pybuffernd_complexes.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_7 = 0;
  __pyx_v_complexes = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/inference.pyx":490
 *         ndarray[float64_t] floats = np.empty(n, dtype='f8')
 *         ndarray[complex128_t] complexes = np.empty(n, dtype='c16')
 *         ndarray[int64_t] ints = np.empty(n, dtype='i8')             # <<<<<<<<<<<<<<
 *         ndarray[uint8_t] bools = np.empty(n, dtype='u1')
 *         bint seen_float = False
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_n_s_i8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, __pyx_t_1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_ints.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_ints = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 490; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_ints.diminfo[0].strides = __pyx_pybuffernd_ints.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_ints.diminfo[0].shape = __pyx_pybuffernd_ints.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_8 = 0;
  __pyx_v_ints = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":491
 *         ndarray[complex128_t] complexes = np.empty(n, dtype='c16')
 *         ndarray[int64_t] ints = np.empty(n, dtype='i8')
 *         ndarray[uint8_t] bools = np.empty(n, dtype='u1')             # <<<<<<<<<<<<<<
 *         bint seen_float = False
 *         bint seen_complex = False
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_u1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_9 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bools.rcbuffer->pybuffer, (PyObject*)__pyx_t_9, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_bools = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_bools.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 491; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_bools.diminfo[0].strides = __pyx_pybuffernd_bools.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bools.diminfo[0].shape = __pyx_pybuffernd_bools.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_9 = 0;
  __pyx_v_bools = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":492
 *         ndarray[int64_t] ints = np.empty(n, dtype='i8')
 *         ndarray[uint8_t] bools = np.empty(n, dtype='u1')
 *         bint seen_float = False             # <<<<<<<<<<<<<<
 *         bint seen_complex = False
 *         bint seen_int = False
 */
  __pyx_v_seen_float = 0;

  /* "pandas/src/inference.pyx":493
 *         ndarray[uint8_t] bools = np.empty(n, dtype='u1')
 *         bint seen_float = False
 *         bint seen_complex = False             # <<<<<<<<<<<<<<
 *         bint seen_int = False
 *         bint seen_bool = False
 */
  __pyx_v_seen_complex = 0;

  /* "pandas/src/inference.pyx":494
 *         bint seen_float = False
 *         bint seen_complex = False
 *         bint seen_int = False             # <<<<<<<<<<<<<<
 *         bint seen_bool = False
 *         object val
 */
  __pyx_v_seen_int = 0;

  /* "pandas/src/inference.pyx":495
 *         bint seen_complex = False
 *         bint seen_int = False
 *         bint seen_bool = False             # <<<<<<<<<<<<<<
 *         object val
 *         float64_t fval
 */
  __pyx_v_seen_bool = 0;

  /* "pandas/src/inference.pyx":499
 *         float64_t fval
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = values[i]
 * 
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_t_10 = 0; __pyx_t_10 < __pyx_t_3; __pyx_t_10+=1) {
    __pyx_v_i = __pyx_t_10;

    /* "pandas/src/inference.pyx":500
 * 
 *     for i in range(n):
 *         val = values[i]             # <<<<<<<<<<<<<<
 * 
 *         if val in na_values:
 */
    __pyx_t_11 = __pyx_v_i;
    __pyx_t_12 = -1;
    if (__pyx_t_11 < 0) {
      __pyx_t_11 += __pyx_v_values.shape[0];
      if (unlikely(__pyx_t_11 < 0)) __pyx_t_12 = 0;
    } else if (unlikely(__pyx_t_11 >= __pyx_v_values.shape[0])) __pyx_t_12 = 0;
    if (unlikely(__pyx_t_12 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_12);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 500; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_5 = (PyObject *) *((PyObject * *) ( /* dim=0 */ (__pyx_v_values.data + __pyx_t_11 * __pyx_v_values.strides[0]) ));
    __Pyx_INCREF((PyObject*)__pyx_t_5);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":502
 *         val = values[i]
 * 
 *         if val in na_values:             # <<<<<<<<<<<<<<
 *             floats[i] = complexes[i] = nan
 *             seen_float = True
 */
    __pyx_t_13 = (__Pyx_PySequence_Contains(__pyx_v_val, __pyx_v_na_values, Py_EQ)); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_14 = (__pyx_t_13 != 0);
    if (__pyx_t_14) {

      /* "pandas/src/inference.pyx":503
 * 
 *         if val in na_values:
 *             floats[i] = complexes[i] = nan             # <<<<<<<<<<<<<<
 *             seen_float = True
 *         elif util.is_float_object(val):
 */
      __pyx_t_15 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_15 < 0) {
        __pyx_t_15 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_15 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_6pandas_3lib_nan;
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_double_complex_from_parts(__pyx_v_6pandas_3lib_nan, 0);

      /* "pandas/src/inference.pyx":504
 *         if val in na_values:
 *             floats[i] = complexes[i] = nan
 *             seen_float = True             # <<<<<<<<<<<<<<
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val
 */
      __pyx_v_seen_float = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":505
 *             floats[i] = complexes[i] = nan
 *             seen_float = True
 *         elif util.is_float_object(val):             # <<<<<<<<<<<<<<
 *             floats[i] = complexes[i] = val
 *             seen_float = True
 */
    __pyx_t_14 = (is_float_object(__pyx_v_val) != 0);
    if (__pyx_t_14) {

      /* "pandas/src/inference.pyx":506
 *             seen_float = True
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val             # <<<<<<<<<<<<<<
 *             seen_float = True
 *         elif util.is_integer_object(val):
 */
      __pyx_t_17 = __pyx_PyFloat_AsDouble(__pyx_v_val); if (unlikely((__pyx_t_17 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 506; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_18 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_v_val); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 506; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_19 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_19 < 0) {
        __pyx_t_19 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_19 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 506; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_t_17;
      __pyx_t_20 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_20 < 0) {
        __pyx_t_20 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_20 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_20 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 506; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_18;

      /* "pandas/src/inference.pyx":507
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val
 *             seen_float = True             # <<<<<<<<<<<<<<
 *         elif util.is_integer_object(val):
 *             floats[i] = ints[i] = val
 */
      __pyx_v_seen_float = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":508
 *             floats[i] = complexes[i] = val
 *             seen_float = True
 *         elif util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             floats[i] = ints[i] = val
 *             seen_int = True
 */
    __pyx_t_14 = (is_integer_object(__pyx_v_val) != 0);
    if (__pyx_t_14) {

      /* "pandas/src/inference.pyx":509
 *             seen_float = True
 *         elif util.is_integer_object(val):
 *             floats[i] = ints[i] = val             # <<<<<<<<<<<<<<
 *             seen_int = True
 *         elif util.is_bool_object(val):
 */
      __pyx_t_21 = __pyx_PyFloat_AsDouble(__pyx_v_val); if (unlikely((__pyx_t_21 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_22 = __Pyx_PyInt_As_npy_int64(__pyx_v_val); if (unlikely((__pyx_t_22 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_23 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_23 < 0) {
        __pyx_t_23 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_23 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_23 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_23, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_t_21;
      __pyx_t_24 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_24 < 0) {
        __pyx_t_24 += __pyx_pybuffernd_ints.diminfo[0].shape;
        if (unlikely(__pyx_t_24 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_24 >= __pyx_pybuffernd_ints.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_ints.diminfo[0].strides) = __pyx_t_22;

      /* "pandas/src/inference.pyx":510
 *         elif util.is_integer_object(val):
 *             floats[i] = ints[i] = val
 *             seen_int = True             # <<<<<<<<<<<<<<
 *         elif util.is_bool_object(val):
 *             floats[i] = ints[i] = bools[i] = val
 */
      __pyx_v_seen_int = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":511
 *             floats[i] = ints[i] = val
 *             seen_int = True
 *         elif util.is_bool_object(val):             # <<<<<<<<<<<<<<
 *             floats[i] = ints[i] = bools[i] = val
 *             seen_bool = True
 */
    __pyx_t_14 = (is_bool_object(__pyx_v_val) != 0);
    if (__pyx_t_14) {

      /* "pandas/src/inference.pyx":512
 *             seen_int = True
 *         elif util.is_bool_object(val):
 *             floats[i] = ints[i] = bools[i] = val             # <<<<<<<<<<<<<<
 *             seen_bool = True
 *         elif val is None:
 */
      __pyx_t_25 = __pyx_PyFloat_AsDouble(__pyx_v_val); if (unlikely((__pyx_t_25 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_26 = __Pyx_PyInt_As_npy_int64(__pyx_v_val); if (unlikely((__pyx_t_26 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_27 = __Pyx_PyInt_As_npy_uint8(__pyx_v_val); if (unlikely((__pyx_t_27 == (npy_uint8)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_28 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_28 < 0) {
        __pyx_t_28 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_28 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_28 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_28, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_t_25;
      __pyx_t_29 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_29 < 0) {
        __pyx_t_29 += __pyx_pybuffernd_ints.diminfo[0].shape;
        if (unlikely(__pyx_t_29 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_29 >= __pyx_pybuffernd_ints.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf, __pyx_t_29, __pyx_pybuffernd_ints.diminfo[0].strides) = __pyx_t_26;
      __pyx_t_30 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_30 < 0) {
        __pyx_t_30 += __pyx_pybuffernd_bools.diminfo[0].shape;
        if (unlikely(__pyx_t_30 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_30 >= __pyx_pybuffernd_bools.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 512; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_bools.rcbuffer->pybuffer.buf, __pyx_t_30, __pyx_pybuffernd_bools.diminfo[0].strides) = __pyx_t_27;

      /* "pandas/src/inference.pyx":513
 *         elif util.is_bool_object(val):
 *             floats[i] = ints[i] = bools[i] = val
 *             seen_bool = True             # <<<<<<<<<<<<<<
 *         elif val is None:
 *             floats[i] = complexes[i] = nan
 */
      __pyx_v_seen_bool = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":514
 *             floats[i] = ints[i] = bools[i] = val
 *             seen_bool = True
 *         elif val is None:             # <<<<<<<<<<<<<<
 *             floats[i] = complexes[i] = nan
 *             seen_float = True
 */
    __pyx_t_14 = (__pyx_v_val == Py_None);
    __pyx_t_13 = (__pyx_t_14 != 0);
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":515
 *             seen_bool = True
 *         elif val is None:
 *             floats[i] = complexes[i] = nan             # <<<<<<<<<<<<<<
 *             seen_float = True
 *         elif hasattr(val, '__len__') and len(val) == 0:
 */
      __pyx_t_31 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_31 < 0) {
        __pyx_t_31 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_31 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_31 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_31, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_6pandas_3lib_nan;
      __pyx_t_32 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_32 < 0) {
        __pyx_t_32 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_32 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_32 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 515; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_32, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_double_complex_from_parts(__pyx_v_6pandas_3lib_nan, 0);

      /* "pandas/src/inference.pyx":516
 *         elif val is None:
 *             floats[i] = complexes[i] = nan
 *             seen_float = True             # <<<<<<<<<<<<<<
 *         elif hasattr(val, '__len__') and len(val) == 0:
 *             if convert_empty or coerce_numeric:
 */
      __pyx_v_seen_float = 1;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":517
 *             floats[i] = complexes[i] = nan
 *             seen_float = True
 *         elif hasattr(val, '__len__') and len(val) == 0:             # <<<<<<<<<<<<<<
 *             if convert_empty or coerce_numeric:
 *                 floats[i] = complexes[i] = nan
 */
    __pyx_t_14 = PyObject_HasAttr(__pyx_v_val, __pyx_n_s_len); if (unlikely(__pyx_t_14 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 517; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_33 = (__pyx_t_14 != 0);
    if (__pyx_t_33) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_13 = __pyx_t_33;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_and:;
    __pyx_t_34 = PyObject_Length(__pyx_v_val); if (unlikely(__pyx_t_34 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 517; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_33 = ((__pyx_t_34 == 0) != 0);
    __pyx_t_13 = __pyx_t_33;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":518
 *             seen_float = True
 *         elif hasattr(val, '__len__') and len(val) == 0:
 *             if convert_empty or coerce_numeric:             # <<<<<<<<<<<<<<
 *                 floats[i] = complexes[i] = nan
 *                 seen_float = True
 */
      __pyx_t_33 = (__pyx_v_convert_empty != 0);
      if (!__pyx_t_33) {
        goto __pyx_L10_next_or;
      } else {
        __pyx_t_13 = __pyx_t_33;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_L10_next_or:;
      __pyx_t_33 = (__pyx_v_coerce_numeric != 0);
      __pyx_t_13 = __pyx_t_33;
      __pyx_L9_bool_binop_done:;
      if (__pyx_t_13) {

        /* "pandas/src/inference.pyx":519
 *         elif hasattr(val, '__len__') and len(val) == 0:
 *             if convert_empty or coerce_numeric:
 *                 floats[i] = complexes[i] = nan             # <<<<<<<<<<<<<<
 *                 seen_float = True
 *             else:
 */
        __pyx_t_34 = __pyx_v_i;
        __pyx_t_12 = -1;
        if (__pyx_t_34 < 0) {
          __pyx_t_34 += __pyx_pybuffernd_floats.diminfo[0].shape;
          if (unlikely(__pyx_t_34 < 0)) __pyx_t_12 = 0;
        } else if (unlikely(__pyx_t_34 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
        if (unlikely(__pyx_t_12 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_12);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_34, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_6pandas_3lib_nan;
        __pyx_t_35 = __pyx_v_i;
        __pyx_t_12 = -1;
        if (__pyx_t_35 < 0) {
          __pyx_t_35 += __pyx_pybuffernd_complexes.diminfo[0].shape;
          if (unlikely(__pyx_t_35 < 0)) __pyx_t_12 = 0;
        } else if (unlikely(__pyx_t_35 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_12 = 0;
        if (unlikely(__pyx_t_12 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_12);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 519; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_35, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_double_complex_from_parts(__pyx_v_6pandas_3lib_nan, 0);

        /* "pandas/src/inference.pyx":520
 *             if convert_empty or coerce_numeric:
 *                 floats[i] = complexes[i] = nan
 *                 seen_float = True             # <<<<<<<<<<<<<<
 *             else:
 *                 raise ValueError('Empty string encountered')
 */
        __pyx_v_seen_float = 1;
        goto __pyx_L8;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":522
 *                 seen_float = True
 *             else:
 *                 raise ValueError('Empty string encountered')             # <<<<<<<<<<<<<<
 *         elif util.is_complex_object(val):
 *             complexes[i] = val
 */
        __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__45, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_Raise(__pyx_t_5, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L8:;
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":523
 *             else:
 *                 raise ValueError('Empty string encountered')
 *         elif util.is_complex_object(val):             # <<<<<<<<<<<<<<
 *             complexes[i] = val
 *             seen_complex = True
 */
    __pyx_t_13 = (is_complex_object(__pyx_v_val) != 0);
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":524
 *                 raise ValueError('Empty string encountered')
 *         elif util.is_complex_object(val):
 *             complexes[i] = val             # <<<<<<<<<<<<<<
 *             seen_complex = True
 *         else:
 */
      __pyx_t_36 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_v_val); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_37 = __pyx_v_i;
      __pyx_t_12 = -1;
      if (__pyx_t_37 < 0) {
        __pyx_t_37 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_37 < 0)) __pyx_t_12 = 0;
      } else if (unlikely(__pyx_t_37 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_12 = 0;
      if (unlikely(__pyx_t_12 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_12);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_37, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_36;

      /* "pandas/src/inference.pyx":525
 *         elif util.is_complex_object(val):
 *             complexes[i] = val
 *             seen_complex = True             # <<<<<<<<<<<<<<
 *         else:
 *             try:
 */
      __pyx_v_seen_complex = 1;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":527
 *             seen_complex = True
 *         else:
 *             try:             # <<<<<<<<<<<<<<
 *                 status = floatify(val, &fval)
 *                 floats[i] = fval
 */
      {
        __Pyx_ExceptionSave(&__pyx_t_38, &__pyx_t_39, &__pyx_t_40);
        __Pyx_XGOTREF(__pyx_t_38);
        __Pyx_XGOTREF(__pyx_t_39);
        __Pyx_XGOTREF(__pyx_t_40);
        /*try:*/ {

          /* "pandas/src/inference.pyx":528
 *         else:
 *             try:
 *                 status = floatify(val, &fval)             # <<<<<<<<<<<<<<
 *                 floats[i] = fval
 *                 if not seen_float:
 */
          __pyx_t_12 = floatify(__pyx_v_val, (&__pyx_v_fval)); if (unlikely(__pyx_t_12 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 528; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
          __pyx_v_status = __pyx_t_12;

          /* "pandas/src/inference.pyx":529
 *             try:
 *                 status = floatify(val, &fval)
 *                 floats[i] = fval             # <<<<<<<<<<<<<<
 *                 if not seen_float:
 *                     if '.' in val or fval == INF or fval == NEGINF:
 */
          __pyx_t_41 = __pyx_v_i;
          __pyx_t_12 = -1;
          if (__pyx_t_41 < 0) {
            __pyx_t_41 += __pyx_pybuffernd_floats.diminfo[0].shape;
            if (unlikely(__pyx_t_41 < 0)) __pyx_t_12 = 0;
          } else if (unlikely(__pyx_t_41 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
          if (unlikely(__pyx_t_12 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_12);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 529; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
          }
          *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_41, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_fval;

          /* "pandas/src/inference.pyx":530
 *                 status = floatify(val, &fval)
 *                 floats[i] = fval
 *                 if not seen_float:             # <<<<<<<<<<<<<<
 *                     if '.' in val or fval == INF or fval == NEGINF:
 *                         seen_float = True
 */
          __pyx_t_13 = ((!(__pyx_v_seen_float != 0)) != 0);
          if (__pyx_t_13) {

            /* "pandas/src/inference.pyx":531
 *                 floats[i] = fval
 *                 if not seen_float:
 *                     if '.' in val or fval == INF or fval == NEGINF:             # <<<<<<<<<<<<<<
 *                         seen_float = True
 *                     elif 'inf' in val:  # special case to handle +/-inf
 */
            __pyx_t_33 = (__Pyx_PySequence_Contains(__pyx_kp_s__46, __pyx_v_val, Py_EQ)); if (unlikely(__pyx_t_33 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
            __pyx_t_14 = (__pyx_t_33 != 0);
            if (!__pyx_t_14) {
              goto __pyx_L22_next_or;
            } else {
              __pyx_t_13 = __pyx_t_14;
              goto __pyx_L21_bool_binop_done;
            }
            __pyx_L22_next_or:;
            __pyx_t_14 = ((__pyx_v_fval == __pyx_v_6pandas_3lib_INF) != 0);
            if (!__pyx_t_14) {
              goto __pyx_L23_next_or;
            } else {
              __pyx_t_13 = __pyx_t_14;
              goto __pyx_L21_bool_binop_done;
            }
            __pyx_L23_next_or:;
            __pyx_t_14 = ((__pyx_v_fval == __pyx_v_6pandas_3lib_NEGINF) != 0);
            __pyx_t_13 = __pyx_t_14;
            __pyx_L21_bool_binop_done:;
            if (__pyx_t_13) {

              /* "pandas/src/inference.pyx":532
 *                 if not seen_float:
 *                     if '.' in val or fval == INF or fval == NEGINF:
 *                         seen_float = True             # <<<<<<<<<<<<<<
 *                     elif 'inf' in val:  # special case to handle +/-inf
 *                         seen_float = True
 */
              __pyx_v_seen_float = 1;
              goto __pyx_L20;
            }

            /* "pandas/src/inference.pyx":533
 *                     if '.' in val or fval == INF or fval == NEGINF:
 *                         seen_float = True
 *                     elif 'inf' in val:  # special case to handle +/-inf             # <<<<<<<<<<<<<<
 *                         seen_float = True
 *                     elif fval < fINT64_MAX and fval > fINT64_MIN:
 */
            __pyx_t_13 = (__Pyx_PySequence_Contains(__pyx_n_s_inf, __pyx_v_val, Py_EQ)); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 533; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
            __pyx_t_14 = (__pyx_t_13 != 0);
            if (__pyx_t_14) {

              /* "pandas/src/inference.pyx":534
 *                         seen_float = True
 *                     elif 'inf' in val:  # special case to handle +/-inf
 *                         seen_float = True             # <<<<<<<<<<<<<<
 *                     elif fval < fINT64_MAX and fval > fINT64_MIN:
 *                         try:
 */
              __pyx_v_seen_float = 1;
              goto __pyx_L20;
            }

            /* "pandas/src/inference.pyx":535
 *                     elif 'inf' in val:  # special case to handle +/-inf
 *                         seen_float = True
 *                     elif fval < fINT64_MAX and fval > fINT64_MIN:             # <<<<<<<<<<<<<<
 *                         try:
 *                             ints[i] = int(val)
 */
            __pyx_t_13 = ((__pyx_v_fval < __pyx_v_6pandas_3lib_fINT64_MAX) != 0);
            if (__pyx_t_13) {
              goto __pyx_L25_next_and;
            } else {
              __pyx_t_14 = __pyx_t_13;
              goto __pyx_L24_bool_binop_done;
            }
            __pyx_L25_next_and:;
            __pyx_t_13 = ((__pyx_v_fval > __pyx_v_6pandas_3lib_fINT64_MIN) != 0);
            __pyx_t_14 = __pyx_t_13;
            __pyx_L24_bool_binop_done:;
            if (__pyx_t_14) {

              /* "pandas/src/inference.pyx":536
 *                         seen_float = True
 *                     elif fval < fINT64_MAX and fval > fINT64_MIN:
 *                         try:             # <<<<<<<<<<<<<<
 *                             ints[i] = int(val)
 *                         except ValueError:
 */
              {
                __Pyx_ExceptionSave(&__pyx_t_42, &__pyx_t_43, &__pyx_t_44);
                __Pyx_XGOTREF(__pyx_t_42);
                __Pyx_XGOTREF(__pyx_t_43);
                __Pyx_XGOTREF(__pyx_t_44);
                /*try:*/ {

                  /* "pandas/src/inference.pyx":537
 *                     elif fval < fINT64_MAX and fval > fINT64_MIN:
 *                         try:
 *                             ints[i] = int(val)             # <<<<<<<<<<<<<<
 *                         except ValueError:
 *                             ints[i] = <int64_t> fval
 */
                  __pyx_t_5 = PyNumber_Int(__pyx_v_val); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 537; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
                  __Pyx_GOTREF(__pyx_t_5);
                  __pyx_t_45 = __Pyx_PyInt_As_npy_int64(__pyx_t_5); if (unlikely((__pyx_t_45 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 537; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
                  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
                  __pyx_t_46 = __pyx_v_i;
                  __pyx_t_12 = -1;
                  if (__pyx_t_46 < 0) {
                    __pyx_t_46 += __pyx_pybuffernd_ints.diminfo[0].shape;
                    if (unlikely(__pyx_t_46 < 0)) __pyx_t_12 = 0;
                  } else if (unlikely(__pyx_t_46 >= __pyx_pybuffernd_ints.diminfo[0].shape)) __pyx_t_12 = 0;
                  if (unlikely(__pyx_t_12 != -1)) {
                    __Pyx_RaiseBufferIndexError(__pyx_t_12);
                    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 537; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
                  }
                  *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf, __pyx_t_46, __pyx_pybuffernd_ints.diminfo[0].strides) = __pyx_t_45;
                }
                __Pyx_XDECREF(__pyx_t_42); __pyx_t_42 = 0;
                __Pyx_XDECREF(__pyx_t_43); __pyx_t_43 = 0;
                __Pyx_XDECREF(__pyx_t_44); __pyx_t_44 = 0;
                goto __pyx_L33_try_end;
                __pyx_L26_error:;
                __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
                __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
                __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
                __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;

                /* "pandas/src/inference.pyx":538
 *                         try:
 *                             ints[i] = int(val)
 *                         except ValueError:             # <<<<<<<<<<<<<<
 *                             ints[i] = <int64_t> fval
 *                     else:
 */
                __pyx_t_12 = PyErr_ExceptionMatches(__pyx_builtin_ValueError);
                if (__pyx_t_12) {
                  __Pyx_AddTraceback("pandas.lib.maybe_convert_numeric", __pyx_clineno, __pyx_lineno, __pyx_filename);
                  if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_2, &__pyx_t_4) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 538; __pyx_clineno = __LINE__; goto __pyx_L28_except_error;}
                  __Pyx_GOTREF(__pyx_t_5);
                  __Pyx_GOTREF(__pyx_t_2);
                  __Pyx_GOTREF(__pyx_t_4);

                  /* "pandas/src/inference.pyx":539
 *                             ints[i] = int(val)
 *                         except ValueError:
 *                             ints[i] = <int64_t> fval             # <<<<<<<<<<<<<<
 *                     else:
 *                         seen_float = True
 */
                  __pyx_t_47 = __pyx_v_i;
                  __pyx_t_12 = -1;
                  if (__pyx_t_47 < 0) {
                    __pyx_t_47 += __pyx_pybuffernd_ints.diminfo[0].shape;
                    if (unlikely(__pyx_t_47 < 0)) __pyx_t_12 = 0;
                  } else if (unlikely(__pyx_t_47 >= __pyx_pybuffernd_ints.diminfo[0].shape)) __pyx_t_12 = 0;
                  if (unlikely(__pyx_t_12 != -1)) {
                    __Pyx_RaiseBufferIndexError(__pyx_t_12);
                    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 539; __pyx_clineno = __LINE__; goto __pyx_L28_except_error;}
                  }
                  *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf, __pyx_t_47, __pyx_pybuffernd_ints.diminfo[0].strides) = ((__pyx_t_5numpy_int64_t)__pyx_v_fval);
                  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
                  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
                  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
                  goto __pyx_L27_exception_handled;
                }
                goto __pyx_L28_except_error;
                __pyx_L28_except_error:;
                __Pyx_XGIVEREF(__pyx_t_42);
                __Pyx_XGIVEREF(__pyx_t_43);
                __Pyx_XGIVEREF(__pyx_t_44);
                __Pyx_ExceptionReset(__pyx_t_42, __pyx_t_43, __pyx_t_44);
                goto __pyx_L11_error;
                __pyx_L27_exception_handled:;
                __Pyx_XGIVEREF(__pyx_t_42);
                __Pyx_XGIVEREF(__pyx_t_43);
                __Pyx_XGIVEREF(__pyx_t_44);
                __Pyx_ExceptionReset(__pyx_t_42, __pyx_t_43, __pyx_t_44);
                __pyx_L33_try_end:;
              }
              goto __pyx_L20;
            }
            /*else*/ {

              /* "pandas/src/inference.pyx":541
 *                             ints[i] = <int64_t> fval
 *                     else:
 *                         seen_float = True             # <<<<<<<<<<<<<<
 *             except:
 *                 if not coerce_numeric:
 */
              __pyx_v_seen_float = 1;
            }
            __pyx_L20:;
            goto __pyx_L19;
          }
          __pyx_L19:;
        }
        __Pyx_XDECREF(__pyx_t_38); __pyx_t_38 = 0;
        __Pyx_XDECREF(__pyx_t_39); __pyx_t_39 = 0;
        __Pyx_XDECREF(__pyx_t_40); __pyx_t_40 = 0;
        goto __pyx_L18_try_end;
        __pyx_L11_error:;
        __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

        /* "pandas/src/inference.pyx":542
 *                     else:
 *                         seen_float = True
 *             except:             # <<<<<<<<<<<<<<
 *                 if not coerce_numeric:
 *                     raise
 */
        /*except:*/ {
          __Pyx_AddTraceback("pandas.lib.maybe_convert_numeric", __pyx_clineno, __pyx_lineno, __pyx_filename);
          if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_5) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 542; __pyx_clineno = __LINE__; goto __pyx_L13_except_error;}
          __Pyx_GOTREF(__pyx_t_4);
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_GOTREF(__pyx_t_5);

          /* "pandas/src/inference.pyx":543
 *                         seen_float = True
 *             except:
 *                 if not coerce_numeric:             # <<<<<<<<<<<<<<
 *                     raise
 * 
 */
          __pyx_t_14 = ((!(__pyx_v_coerce_numeric != 0)) != 0);
          if (__pyx_t_14) {

            /* "pandas/src/inference.pyx":544
 *             except:
 *                 if not coerce_numeric:
 *                     raise             # <<<<<<<<<<<<<<
 * 
 *                 floats[i] = nan
 */
            __Pyx_GIVEREF(__pyx_t_4);
            __Pyx_GIVEREF(__pyx_t_2);
            __Pyx_XGIVEREF(__pyx_t_5);
            __Pyx_ErrRestore(__pyx_t_4, __pyx_t_2, __pyx_t_5);
            __pyx_t_4 = 0; __pyx_t_2 = 0; __pyx_t_5 = 0; 
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 544; __pyx_clineno = __LINE__; goto __pyx_L13_except_error;}
          }

          /* "pandas/src/inference.pyx":546
 *                     raise
 * 
 *                 floats[i] = nan             # <<<<<<<<<<<<<<
 *                 seen_float = True
 * 
 */
          __pyx_t_48 = __pyx_v_i;
          __pyx_t_12 = -1;
          if (__pyx_t_48 < 0) {
            __pyx_t_48 += __pyx_pybuffernd_floats.diminfo[0].shape;
            if (unlikely(__pyx_t_48 < 0)) __pyx_t_12 = 0;
          } else if (unlikely(__pyx_t_48 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_12 = 0;
          if (unlikely(__pyx_t_12 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_12);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L13_except_error;}
          }
          *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_48, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_6pandas_3lib_nan;

          /* "pandas/src/inference.pyx":547
 * 
 *                 floats[i] = nan
 *                 seen_float = True             # <<<<<<<<<<<<<<
 * 
 *     if seen_complex:
 */
          __pyx_v_seen_float = 1;
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          goto __pyx_L12_exception_handled;
        }
        __pyx_L13_except_error:;
        __Pyx_XGIVEREF(__pyx_t_38);
        __Pyx_XGIVEREF(__pyx_t_39);
        __Pyx_XGIVEREF(__pyx_t_40);
        __Pyx_ExceptionReset(__pyx_t_38, __pyx_t_39, __pyx_t_40);
        goto __pyx_L1_error;
        __pyx_L12_exception_handled:;
        __Pyx_XGIVEREF(__pyx_t_38);
        __Pyx_XGIVEREF(__pyx_t_39);
        __Pyx_XGIVEREF(__pyx_t_40);
        __Pyx_ExceptionReset(__pyx_t_38, __pyx_t_39, __pyx_t_40);
        __pyx_L18_try_end:;
      }
    }
    __pyx_L5:;
  }

  /* "pandas/src/inference.pyx":549
 *                 seen_float = True
 * 
 *     if seen_complex:             # <<<<<<<<<<<<<<
 *         return complexes
 *     elif seen_float:
 */
  __pyx_t_14 = (__pyx_v_seen_complex != 0);
  if (__pyx_t_14) {

    /* "pandas/src/inference.pyx":550
 * 
 *     if seen_complex:
 *         return complexes             # <<<<<<<<<<<<<<
 *     elif seen_float:
 *         return floats
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_complexes));
    __pyx_r = ((PyObject *)__pyx_v_complexes);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":551
 *     if seen_complex:
 *         return complexes
 *     elif seen_float:             # <<<<<<<<<<<<<<
 *         return floats
 *     elif seen_int:
 */
  __pyx_t_14 = (__pyx_v_seen_float != 0);
  if (__pyx_t_14) {

    /* "pandas/src/inference.pyx":552
 *         return complexes
 *     elif seen_float:
 *         return floats             # <<<<<<<<<<<<<<
 *     elif seen_int:
 *         return ints
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_floats));
    __pyx_r = ((PyObject *)__pyx_v_floats);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":553
 *     elif seen_float:
 *         return floats
 *     elif seen_int:             # <<<<<<<<<<<<<<
 *         return ints
 *     elif seen_bool:
 */
  __pyx_t_14 = (__pyx_v_seen_int != 0);
  if (__pyx_t_14) {

    /* "pandas/src/inference.pyx":554
 *         return floats
 *     elif seen_int:
 *         return ints             # <<<<<<<<<<<<<<
 *     elif seen_bool:
 *         return bools.view(np.bool_)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_ints));
    __pyx_r = ((PyObject *)__pyx_v_ints);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":555
 *     elif seen_int:
 *         return ints
 *     elif seen_bool:             # <<<<<<<<<<<<<<
 *         return bools.view(np.bool_)
 *     return ints
 */
  __pyx_t_14 = (__pyx_v_seen_bool != 0);
  if (__pyx_t_14) {

    /* "pandas/src/inference.pyx":556
 *         return ints
 *     elif seen_bool:
 *         return bools.view(np.bool_)             # <<<<<<<<<<<<<<
 *     return ints
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_bools), __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_49 = PyTuple_New(1+1); if (unlikely(!__pyx_t_49)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_49);
      PyTuple_SET_ITEM(__pyx_t_49, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      PyTuple_SET_ITEM(__pyx_t_49, 0+1, __pyx_t_1);
      __Pyx_GIVEREF(__pyx_t_1);
      __pyx_t_1 = 0;
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_49, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_49); __pyx_t_49 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_r = __pyx_t_5;
    __pyx_t_5 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":557
 *     elif seen_bool:
 *         return bools.view(np.bool_)
 *     return ints             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_ints));
  __pyx_r = ((PyObject *)__pyx_v_ints);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":479
 * 
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,             # <<<<<<<<<<<<<<
 *                           bint convert_empty=True, bint coerce_numeric=False):
 *     '''
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_49);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bools.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_floats.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ints.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.maybe_convert_numeric", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bools.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_floats.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ints.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_floats);
  __Pyx_XDECREF((PyObject *)__pyx_v_complexes);
  __Pyx_XDECREF((PyObject *)__pyx_v_ints);
  __Pyx_XDECREF((PyObject *)__pyx_v_bools);
  __Pyx_XDECREF(__pyx_v_val);
  __PYX_XDEC_MEMVIEW(&__pyx_v_values, 1);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":560
 * 
 * 
 * def maybe_convert_objects(ndarray[object] objects, bint try_float=0,             # <<<<<<<<<<<<<<
 *                           bint safe=0, bint convert_datetime=0,
 *                           bint convert_timedelta=0):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_176maybe_convert_objects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_175maybe_convert_objects[] = "\n    Type inference function-- convert object array to proper dtype\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_176maybe_convert_objects = {"maybe_convert_objects", (PyCFunction)__pyx_pw_6pandas_3lib_176maybe_convert_objects, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_175maybe_convert_objects};
static PyObject *__pyx_pw_6pandas_3lib_176maybe_convert_objects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_objects = 0;
  int __pyx_v_try_float;
  int __pyx_v_safe;
  int __pyx_v_convert_datetime;
  int __pyx_v_convert_timedelta;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("maybe_convert_objects (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_objects,&__pyx_n_s_try_float,&__pyx_n_s_safe,&__pyx_n_s_convert_datetime,&__pyx_n_s_convert_timedelta,0};
    PyObject* values[5] = {0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_objects)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_try_float);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_safe);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert_datetime);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert_timedelta);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "maybe_convert_objects") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_objects = ((PyArrayObject *)values[0]);
    if (values[1]) {
      __pyx_v_try_float = __Pyx_PyObject_IsTrue(values[1]); if (unlikely((__pyx_v_try_float == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_try_float = ((int)0);
    }
    if (values[2]) {
      __pyx_v_safe = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_safe == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 561; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_safe = ((int)0);
    }
    if (values[3]) {
      __pyx_v_convert_datetime = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_convert_datetime == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 561; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_convert_datetime = ((int)0);
    }
    if (values[4]) {
      __pyx_v_convert_timedelta = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_convert_timedelta == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 562; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_convert_timedelta = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("maybe_convert_objects", 0, 1, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.maybe_convert_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_objects), __pyx_ptype_5numpy_ndarray, 1, "objects", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_175maybe_convert_objects(__pyx_self, __pyx_v_objects, __pyx_v_try_float, __pyx_v_safe, __pyx_v_convert_datetime, __pyx_v_convert_timedelta);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_175maybe_convert_objects(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_objects, int __pyx_v_try_float, int __pyx_v_safe, int __pyx_v_convert_datetime, int __pyx_v_convert_timedelta) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_floats = 0;
  PyArrayObject *__pyx_v_complexes = 0;
  PyArrayObject *__pyx_v_ints = 0;
  PyArrayObject *__pyx_v_bools = 0;
  PyArrayObject *__pyx_v_idatetimes = 0;
  PyArrayObject *__pyx_v_itimedeltas = 0;
  int __pyx_v_seen_float;
  int __pyx_v_seen_complex;
  int __pyx_v_seen_datetime;
  int __pyx_v_seen_timedelta;
  int __pyx_v_seen_int;
  int __pyx_v_seen_bool;
  int __pyx_v_seen_object;
  int __pyx_v_seen_null;
  int __pyx_v_seen_numeric;
  PyObject *__pyx_v_val = 0;
  CYTHON_UNUSED PyObject *__pyx_v_onan = 0;
  __pyx_t_5numpy_float64_t __pyx_v_fnan;
  PyObject *__pyx_v_datetimes = NULL;
  PyObject *__pyx_v_timedeltas = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_bools;
  __Pyx_Buffer __pyx_pybuffer_bools;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_complexes;
  __Pyx_Buffer __pyx_pybuffer_complexes;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_floats;
  __Pyx_Buffer __pyx_pybuffer_floats;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_idatetimes;
  __Pyx_Buffer __pyx_pybuffer_idatetimes;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_ints;
  __Pyx_Buffer __pyx_pybuffer_ints;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_itimedeltas;
  __Pyx_Buffer __pyx_pybuffer_itimedeltas;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_objects;
  __Pyx_Buffer __pyx_pybuffer_objects;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyArrayObject *__pyx_t_11 = NULL;
  PyArrayObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyArrayObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  PyArrayObject *__pyx_t_16 = NULL;
  PyArrayObject *__pyx_t_17 = NULL;
  __pyx_t_5numpy_float64_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  int __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  __pyx_t_5numpy_uint8_t __pyx_t_23;
  Py_ssize_t __pyx_t_24;
  __pyx_t_double_complex __pyx_t_25;
  Py_ssize_t __pyx_t_26;
  Py_ssize_t __pyx_t_27;
  __pyx_t_5numpy_int64_t __pyx_t_28;
  Py_ssize_t __pyx_t_29;
  Py_ssize_t __pyx_t_30;
  __pyx_t_5numpy_float64_t __pyx_t_31;
  Py_ssize_t __pyx_t_32;
  __pyx_t_double_complex __pyx_t_33;
  Py_ssize_t __pyx_t_34;
  Py_ssize_t __pyx_t_35;
  Py_ssize_t __pyx_t_36;
  Py_ssize_t __pyx_t_37;
  double __pyx_t_38;
  Py_ssize_t __pyx_t_39;
  Py_ssize_t __pyx_t_40;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("maybe_convert_objects", 0);
  __pyx_pybuffer_floats.pybuffer.buf = NULL;
  __pyx_pybuffer_floats.refcount = 0;
  __pyx_pybuffernd_floats.data = NULL;
  __pyx_pybuffernd_floats.rcbuffer = &__pyx_pybuffer_floats;
  __pyx_pybuffer_complexes.pybuffer.buf = NULL;
  __pyx_pybuffer_complexes.refcount = 0;
  __pyx_pybuffernd_complexes.data = NULL;
  __pyx_pybuffernd_complexes.rcbuffer = &__pyx_pybuffer_complexes;
  __pyx_pybuffer_ints.pybuffer.buf = NULL;
  __pyx_pybuffer_ints.refcount = 0;
  __pyx_pybuffernd_ints.data = NULL;
  __pyx_pybuffernd_ints.rcbuffer = &__pyx_pybuffer_ints;
  __pyx_pybuffer_bools.pybuffer.buf = NULL;
  __pyx_pybuffer_bools.refcount = 0;
  __pyx_pybuffernd_bools.data = NULL;
  __pyx_pybuffernd_bools.rcbuffer = &__pyx_pybuffer_bools;
  __pyx_pybuffer_idatetimes.pybuffer.buf = NULL;
  __pyx_pybuffer_idatetimes.refcount = 0;
  __pyx_pybuffernd_idatetimes.data = NULL;
  __pyx_pybuffernd_idatetimes.rcbuffer = &__pyx_pybuffer_idatetimes;
  __pyx_pybuffer_itimedeltas.pybuffer.buf = NULL;
  __pyx_pybuffer_itimedeltas.refcount = 0;
  __pyx_pybuffernd_itimedeltas.data = NULL;
  __pyx_pybuffernd_itimedeltas.rcbuffer = &__pyx_pybuffer_itimedeltas;
  __pyx_pybuffer_objects.pybuffer.buf = NULL;
  __pyx_pybuffer_objects.refcount = 0;
  __pyx_pybuffernd_objects.data = NULL;
  __pyx_pybuffernd_objects.rcbuffer = &__pyx_pybuffer_objects;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_objects.rcbuffer->pybuffer, (PyObject*)__pyx_v_objects, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_objects.diminfo[0].strides = __pyx_pybuffernd_objects.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_objects.diminfo[0].shape = __pyx_pybuffernd_objects.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":574
 *         ndarray[int64_t] idatetimes
 *         ndarray[int64_t] itimedeltas
 *         bint seen_float = 0             # <<<<<<<<<<<<<<
 *         bint seen_complex = 0
 *         bint seen_datetime = 0
 */
  __pyx_v_seen_float = 0;

  /* "pandas/src/inference.pyx":575
 *         ndarray[int64_t] itimedeltas
 *         bint seen_float = 0
 *         bint seen_complex = 0             # <<<<<<<<<<<<<<
 *         bint seen_datetime = 0
 *         bint seen_timedelta = 0
 */
  __pyx_v_seen_complex = 0;

  /* "pandas/src/inference.pyx":576
 *         bint seen_float = 0
 *         bint seen_complex = 0
 *         bint seen_datetime = 0             # <<<<<<<<<<<<<<
 *         bint seen_timedelta = 0
 *         bint seen_int = 0
 */
  __pyx_v_seen_datetime = 0;

  /* "pandas/src/inference.pyx":577
 *         bint seen_complex = 0
 *         bint seen_datetime = 0
 *         bint seen_timedelta = 0             # <<<<<<<<<<<<<<
 *         bint seen_int = 0
 *         bint seen_bool = 0
 */
  __pyx_v_seen_timedelta = 0;

  /* "pandas/src/inference.pyx":578
 *         bint seen_datetime = 0
 *         bint seen_timedelta = 0
 *         bint seen_int = 0             # <<<<<<<<<<<<<<
 *         bint seen_bool = 0
 *         bint seen_object = 0
 */
  __pyx_v_seen_int = 0;

  /* "pandas/src/inference.pyx":579
 *         bint seen_timedelta = 0
 *         bint seen_int = 0
 *         bint seen_bool = 0             # <<<<<<<<<<<<<<
 *         bint seen_object = 0
 *         bint seen_null = 0
 */
  __pyx_v_seen_bool = 0;

  /* "pandas/src/inference.pyx":580
 *         bint seen_int = 0
 *         bint seen_bool = 0
 *         bint seen_object = 0             # <<<<<<<<<<<<<<
 *         bint seen_null = 0
 *         bint seen_numeric = 0
 */
  __pyx_v_seen_object = 0;

  /* "pandas/src/inference.pyx":581
 *         bint seen_bool = 0
 *         bint seen_object = 0
 *         bint seen_null = 0             # <<<<<<<<<<<<<<
 *         bint seen_numeric = 0
 *         object val, onan
 */
  __pyx_v_seen_null = 0;

  /* "pandas/src/inference.pyx":582
 *         bint seen_object = 0
 *         bint seen_null = 0
 *         bint seen_numeric = 0             # <<<<<<<<<<<<<<
 *         object val, onan
 *         float64_t fval, fnan
 */
  __pyx_v_seen_numeric = 0;

  /* "pandas/src/inference.pyx":586
 *         float64_t fval, fnan
 * 
 *     n = len(objects)             # <<<<<<<<<<<<<<
 * 
 *     floats = np.empty(n, dtype='f8')
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_objects)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 586; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":588
 *     n = len(objects)
 * 
 *     floats = np.empty(n, dtype='f8')             # <<<<<<<<<<<<<<
 *     complexes = np.empty(n, dtype='c16')
 *     ints = np.empty(n, dtype='i8')
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_f8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_floats.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_floats.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_floats.rcbuffer->pybuffer, (PyObject*)__pyx_v_floats, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_floats.diminfo[0].strides = __pyx_pybuffernd_floats.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_floats.diminfo[0].shape = __pyx_pybuffernd_floats.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 588; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_floats = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":589
 * 
 *     floats = np.empty(n, dtype='f8')
 *     complexes = np.empty(n, dtype='c16')             # <<<<<<<<<<<<<<
 *     ints = np.empty(n, dtype='i8')
 *     bools = np.empty(n, dtype=np.uint8)
 */
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_5);
  __pyx_t_5 = 0;
  __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_n_s_c16) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_11 = ((PyArrayObject *)__pyx_t_3);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer, (PyObject*)__pyx_t_11, &__Pyx_TypeInfo___pyx_t_double_complex, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer, (PyObject*)__pyx_v_complexes, &__Pyx_TypeInfo___pyx_t_double_complex, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_8);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      }
    }
    __pyx_pybuffernd_complexes.diminfo[0].strides = __pyx_pybuffernd_complexes.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_complexes.diminfo[0].shape = __pyx_pybuffernd_complexes.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 589; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_11 = 0;
  __pyx_v_complexes = ((PyArrayObject *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":590
 *     floats = np.empty(n, dtype='f8')
 *     complexes = np.empty(n, dtype='c16')
 *     ints = np.empty(n, dtype='i8')             # <<<<<<<<<<<<<<
 *     bools = np.empty(n, dtype=np.uint8)
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_n_s_i8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_12 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ints.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_ints.rcbuffer->pybuffer, (PyObject*)__pyx_t_12, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_ints.rcbuffer->pybuffer, (PyObject*)__pyx_v_ints, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_ints.diminfo[0].strides = __pyx_pybuffernd_ints.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_ints.diminfo[0].shape = __pyx_pybuffernd_ints.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 590; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_12 = 0;
  __pyx_v_ints = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":591
 *     complexes = np.empty(n, dtype='c16')
 *     ints = np.empty(n, dtype='i8')
 *     bools = np.empty(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 * 
 *     if convert_datetime:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_13);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_13) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  __pyx_t_13 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_13);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_13) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_13, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_14 = ((PyArrayObject *)__pyx_t_13);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bools.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bools.rcbuffer->pybuffer, (PyObject*)__pyx_t_14, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_bools.rcbuffer->pybuffer, (PyObject*)__pyx_v_bools, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_8);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      }
    }
    __pyx_pybuffernd_bools.diminfo[0].strides = __pyx_pybuffernd_bools.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_bools.diminfo[0].shape = __pyx_pybuffernd_bools.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 591; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_14 = 0;
  __pyx_v_bools = ((PyArrayObject *)__pyx_t_13);
  __pyx_t_13 = 0;

  /* "pandas/src/inference.pyx":593
 *     bools = np.empty(n, dtype=np.uint8)
 * 
 *     if convert_datetime:             # <<<<<<<<<<<<<<
 *         datetimes = np.empty(n, dtype='M8[ns]')
 *         idatetimes = datetimes.view(np.int64)
 */
  __pyx_t_15 = (__pyx_v_convert_datetime != 0);
  if (__pyx_t_15) {

    /* "pandas/src/inference.pyx":594
 * 
 *     if convert_datetime:
 *         datetimes = np.empty(n, dtype='M8[ns]')             # <<<<<<<<<<<<<<
 *         idatetimes = datetimes.view(np.int64)
 * 
 */
    __pyx_t_13 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    __pyx_t_13 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_13);
    __Pyx_GIVEREF(__pyx_t_13);
    __pyx_t_13 = 0;
    __pyx_t_13 = PyDict_New(); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    if (PyDict_SetItem(__pyx_t_13, __pyx_n_s_dtype, __pyx_kp_s_M8_ns) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, __pyx_t_13); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 594; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    __pyx_v_datetimes = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/src/inference.pyx":595
 *     if convert_datetime:
 *         datetimes = np.empty(n, dtype='M8[ns]')
 *         idatetimes = datetimes.view(np.int64)             # <<<<<<<<<<<<<<
 * 
 *     if convert_timedelta:
 */
    __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_v_datetimes, __pyx_n_s_view); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_int64); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_13))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_13);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_13);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_13, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_13, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_GOTREF(__pyx_t_3);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_2);
      __pyx_t_2 = 0;
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_13, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_16 = ((PyArrayObject *)__pyx_t_3);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_idatetimes.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_idatetimes.rcbuffer->pybuffer, (PyObject*)__pyx_t_16, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_idatetimes.rcbuffer->pybuffer, (PyObject*)__pyx_v_idatetimes, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
        }
      }
      __pyx_pybuffernd_idatetimes.diminfo[0].strides = __pyx_pybuffernd_idatetimes.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_idatetimes.diminfo[0].shape = __pyx_pybuffernd_idatetimes.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_16 = 0;
    __pyx_v_idatetimes = ((PyArrayObject *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/inference.pyx":597
 *         idatetimes = datetimes.view(np.int64)
 * 
 *     if convert_timedelta:             # <<<<<<<<<<<<<<
 *         timedeltas = np.empty(n, dtype='m8[ns]')
 *         itimedeltas = timedeltas.view(np.int64)
 */
  __pyx_t_15 = (__pyx_v_convert_timedelta != 0);
  if (__pyx_t_15) {

    /* "pandas/src/inference.pyx":598
 * 
 *     if convert_timedelta:
 *         timedeltas = np.empty(n, dtype='m8[ns]')             # <<<<<<<<<<<<<<
 *         itimedeltas = timedeltas.view(np.int64)
 * 
 */
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, __pyx_kp_s_m8_ns) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_13, __pyx_t_5, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 598; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_timedeltas = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":599
 *     if convert_timedelta:
 *         timedeltas = np.empty(n, dtype='m8[ns]')
 *         itimedeltas = timedeltas.view(np.int64)             # <<<<<<<<<<<<<<
 * 
 *     onan = np.nan
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_timedeltas, __pyx_n_s_view); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_int64); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_3);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_3, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_13); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
      __Pyx_GOTREF(__pyx_t_2);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_13);
      __Pyx_GIVEREF(__pyx_t_13);
      __pyx_t_13 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_17 = ((PyArrayObject *)__pyx_t_2);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer);
      __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer, (PyObject*)__pyx_t_17, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_7 < 0)) {
        PyErr_Fetch(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer, (PyObject*)__pyx_v_itimedeltas, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_8);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_10, __pyx_t_9, __pyx_t_8);
        }
      }
      __pyx_pybuffernd_itimedeltas.diminfo[0].strides = __pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_itimedeltas.diminfo[0].shape = __pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 599; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_17 = 0;
    __pyx_v_itimedeltas = ((PyArrayObject *)__pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/src/inference.pyx":601
 *         itimedeltas = timedeltas.view(np.int64)
 * 
 *     onan = np.nan             # <<<<<<<<<<<<<<
 *     fnan = np.nan
 * 
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 601; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_nan); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 601; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_onan = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":602
 * 
 *     onan = np.nan
 *     fnan = np.nan             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_nan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_18 = __pyx_PyFloat_AsDouble(__pyx_t_2); if (unlikely((__pyx_t_18 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_fnan = __pyx_t_18;

  /* "pandas/src/inference.pyx":604
 *     fnan = np.nan
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = objects[i]
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":605
 * 
 *     for i from 0 <= i < n:
 *         val = objects[i]             # <<<<<<<<<<<<<<
 * 
 *         if val is None:
 */
    __pyx_t_19 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_19 < 0) {
      __pyx_t_19 += __pyx_pybuffernd_objects.diminfo[0].shape;
      if (unlikely(__pyx_t_19 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_objects.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 605; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_objects.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_objects.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":607
 *         val = objects[i]
 * 
 *         if val is None:             # <<<<<<<<<<<<<<
 *             seen_null = 1
 *             floats[i] = complexes[i] = fnan
 */
    __pyx_t_15 = (__pyx_v_val == Py_None);
    __pyx_t_20 = (__pyx_t_15 != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":608
 * 
 *         if val is None:
 *             seen_null = 1             # <<<<<<<<<<<<<<
 *             floats[i] = complexes[i] = fnan
 *         elif util.is_bool_object(val):
 */
      __pyx_v_seen_null = 1;

      /* "pandas/src/inference.pyx":609
 *         if val is None:
 *             seen_null = 1
 *             floats[i] = complexes[i] = fnan             # <<<<<<<<<<<<<<
 *         elif util.is_bool_object(val):
 *             seen_bool = 1
 */
      __pyx_t_21 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_21 < 0) {
        __pyx_t_21 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_21 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_21 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_v_fnan;
      __pyx_t_22 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_22 < 0) {
        __pyx_t_22 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_22 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_22 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_double_complex_from_parts(__pyx_v_fnan, 0);
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":610
 *             seen_null = 1
 *             floats[i] = complexes[i] = fnan
 *         elif util.is_bool_object(val):             # <<<<<<<<<<<<<<
 *             seen_bool = 1
 *             bools[i] = val
 */
    __pyx_t_20 = (is_bool_object(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":611
 *             floats[i] = complexes[i] = fnan
 *         elif util.is_bool_object(val):
 *             seen_bool = 1             # <<<<<<<<<<<<<<
 *             bools[i] = val
 *         elif util.is_float_object(val):
 */
      __pyx_v_seen_bool = 1;

      /* "pandas/src/inference.pyx":612
 *         elif util.is_bool_object(val):
 *             seen_bool = 1
 *             bools[i] = val             # <<<<<<<<<<<<<<
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val
 */
      __pyx_t_23 = __Pyx_PyInt_As_npy_uint8(__pyx_v_val); if (unlikely((__pyx_t_23 == (npy_uint8)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_24 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_24 < 0) {
        __pyx_t_24 += __pyx_pybuffernd_bools.diminfo[0].shape;
        if (unlikely(__pyx_t_24 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_24 >= __pyx_pybuffernd_bools.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 612; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_bools.rcbuffer->pybuffer.buf, __pyx_t_24, __pyx_pybuffernd_bools.diminfo[0].strides) = __pyx_t_23;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":613
 *             seen_bool = 1
 *             bools[i] = val
 *         elif util.is_float_object(val):             # <<<<<<<<<<<<<<
 *             floats[i] = complexes[i] = val
 *             seen_float = 1
 */
    __pyx_t_20 = (is_float_object(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":614
 *             bools[i] = val
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val             # <<<<<<<<<<<<<<
 *             seen_float = 1
 *         elif util.is_datetime64_object(val):
 */
      __pyx_t_18 = __pyx_PyFloat_AsDouble(__pyx_v_val); if (unlikely((__pyx_t_18 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_25 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_v_val); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_26 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_26 < 0) {
        __pyx_t_26 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_26 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_t_18;
      __pyx_t_27 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_27 < 0) {
        __pyx_t_27 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_27 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_27 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_27, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_25;

      /* "pandas/src/inference.pyx":615
 *         elif util.is_float_object(val):
 *             floats[i] = complexes[i] = val
 *             seen_float = 1             # <<<<<<<<<<<<<<
 *         elif util.is_datetime64_object(val):
 *             if convert_datetime:
 */
      __pyx_v_seen_float = 1;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":616
 *             floats[i] = complexes[i] = val
 *             seen_float = 1
 *         elif util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *             if convert_datetime:
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 */
    __pyx_t_20 = (is_datetime64_object(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":617
 *             seen_float = 1
 *         elif util.is_datetime64_object(val):
 *             if convert_datetime:             # <<<<<<<<<<<<<<
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 *                 seen_datetime = 1
 */
      __pyx_t_20 = (__pyx_v_convert_datetime != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":618
 *         elif util.is_datetime64_object(val):
 *             if convert_datetime:
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value             # <<<<<<<<<<<<<<
 *                 seen_datetime = 1
 *             else:
 */
        __pyx_t_2 = __pyx_f_6pandas_5tslib_convert_to_tsobject(__pyx_v_val, Py_None, Py_None); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_t_28 = __Pyx_PyInt_As_npy_int64(__pyx_t_3); if (unlikely((__pyx_t_28 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_t_29 = __pyx_v_i;
        __pyx_t_7 = -1;
        if (__pyx_t_29 < 0) {
          __pyx_t_29 += __pyx_pybuffernd_idatetimes.diminfo[0].shape;
          if (unlikely(__pyx_t_29 < 0)) __pyx_t_7 = 0;
        } else if (unlikely(__pyx_t_29 >= __pyx_pybuffernd_idatetimes.diminfo[0].shape)) __pyx_t_7 = 0;
        if (unlikely(__pyx_t_7 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_7);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_idatetimes.rcbuffer->pybuffer.buf, __pyx_t_29, __pyx_pybuffernd_idatetimes.diminfo[0].strides) = __pyx_t_28;

        /* "pandas/src/inference.pyx":619
 *             if convert_datetime:
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 *                 seen_datetime = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 seen_object = 1
 */
        __pyx_v_seen_datetime = 1;
        goto __pyx_L8;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":621
 *                 seen_datetime = 1
 *             else:
 *                 seen_object = 1             # <<<<<<<<<<<<<<
 *                 # objects[i] = val.astype('O')
 *                 break
 */
        __pyx_v_seen_object = 1;

        /* "pandas/src/inference.pyx":623
 *                 seen_object = 1
 *                 # objects[i] = val.astype('O')
 *                 break             # <<<<<<<<<<<<<<
 *         elif is_timedelta(val):
 *             if convert_timedelta:
 */
        goto __pyx_L6_break;
      }
      __pyx_L8:;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":624
 *                 # objects[i] = val.astype('O')
 *                 break
 *         elif is_timedelta(val):             # <<<<<<<<<<<<<<
 *             if convert_timedelta:
 *                 itimedeltas[i] = convert_to_timedelta64(val, 'ns', False)
 */
    __pyx_t_20 = (__pyx_f_6pandas_3lib_is_timedelta(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":625
 *                 break
 *         elif is_timedelta(val):
 *             if convert_timedelta:             # <<<<<<<<<<<<<<
 *                 itimedeltas[i] = convert_to_timedelta64(val, 'ns', False)
 *                 seen_timedelta = 1
 */
      __pyx_t_20 = (__pyx_v_convert_timedelta != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":626
 *         elif is_timedelta(val):
 *             if convert_timedelta:
 *                 itimedeltas[i] = convert_to_timedelta64(val, 'ns', False)             # <<<<<<<<<<<<<<
 *                 seen_timedelta = 1
 *             else:
 */
        __pyx_t_3 = __pyx_f_6pandas_5tslib_convert_to_timedelta64(__pyx_v_val, __pyx_n_s_ns, Py_False); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 626; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __pyx_t_28 = __Pyx_PyInt_As_npy_int64(__pyx_t_3); if (unlikely((__pyx_t_28 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 626; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_t_30 = __pyx_v_i;
        __pyx_t_7 = -1;
        if (__pyx_t_30 < 0) {
          __pyx_t_30 += __pyx_pybuffernd_itimedeltas.diminfo[0].shape;
          if (unlikely(__pyx_t_30 < 0)) __pyx_t_7 = 0;
        } else if (unlikely(__pyx_t_30 >= __pyx_pybuffernd_itimedeltas.diminfo[0].shape)) __pyx_t_7 = 0;
        if (unlikely(__pyx_t_7 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_7);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 626; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer.buf, __pyx_t_30, __pyx_pybuffernd_itimedeltas.diminfo[0].strides) = __pyx_t_28;

        /* "pandas/src/inference.pyx":627
 *             if convert_timedelta:
 *                 itimedeltas[i] = convert_to_timedelta64(val, 'ns', False)
 *                 seen_timedelta = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 seen_object = 1
 */
        __pyx_v_seen_timedelta = 1;
        goto __pyx_L9;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":629
 *                 seen_timedelta = 1
 *             else:
 *                 seen_object = 1             # <<<<<<<<<<<<<<
 *                 break
 *         elif util.is_integer_object(val):
 */
        __pyx_v_seen_object = 1;

        /* "pandas/src/inference.pyx":630
 *             else:
 *                 seen_object = 1
 *                 break             # <<<<<<<<<<<<<<
 *         elif util.is_integer_object(val):
 *             seen_int = 1
 */
        goto __pyx_L6_break;
      }
      __pyx_L9:;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":631
 *                 seen_object = 1
 *                 break
 *         elif util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             seen_int = 1
 *             floats[i] = <float64_t> val
 */
    __pyx_t_20 = (is_integer_object(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":632
 *                 break
 *         elif util.is_integer_object(val):
 *             seen_int = 1             # <<<<<<<<<<<<<<
 *             floats[i] = <float64_t> val
 *             complexes[i] = <double complex> val
 */
      __pyx_v_seen_int = 1;

      /* "pandas/src/inference.pyx":633
 *         elif util.is_integer_object(val):
 *             seen_int = 1
 *             floats[i] = <float64_t> val             # <<<<<<<<<<<<<<
 *             complexes[i] = <double complex> val
 *             if not seen_null:
 */
      __pyx_t_31 = __pyx_PyFloat_AsDouble(__pyx_v_val); if (unlikely((__pyx_t_31 == (npy_float64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 633; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_32 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_32 < 0) {
        __pyx_t_32 += __pyx_pybuffernd_floats.diminfo[0].shape;
        if (unlikely(__pyx_t_32 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_32 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 633; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_32, __pyx_pybuffernd_floats.diminfo[0].strides) = ((__pyx_t_5numpy_float64_t)__pyx_t_31);

      /* "pandas/src/inference.pyx":634
 *             seen_int = 1
 *             floats[i] = <float64_t> val
 *             complexes[i] = <double complex> val             # <<<<<<<<<<<<<<
 *             if not seen_null:
 *                 try:
 */
      __pyx_t_33 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_v_val); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_34 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_34 < 0) {
        __pyx_t_34 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_34 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_34 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 634; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_34, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_double_complex_from_parts(((double)__Pyx_CREAL(__pyx_t_33)), ((double)__Pyx_CIMAG(__pyx_t_33)));

      /* "pandas/src/inference.pyx":635
 *             floats[i] = <float64_t> val
 *             complexes[i] = <double complex> val
 *             if not seen_null:             # <<<<<<<<<<<<<<
 *                 try:
 *                     ints[i] = val
 */
      __pyx_t_20 = ((!(__pyx_v_seen_null != 0)) != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":636
 *             complexes[i] = <double complex> val
 *             if not seen_null:
 *                 try:             # <<<<<<<<<<<<<<
 *                     ints[i] = val
 *                 except OverflowError:
 */
        {
          __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
          __Pyx_XGOTREF(__pyx_t_8);
          __Pyx_XGOTREF(__pyx_t_9);
          __Pyx_XGOTREF(__pyx_t_10);
          /*try:*/ {

            /* "pandas/src/inference.pyx":637
 *             if not seen_null:
 *                 try:
 *                     ints[i] = val             # <<<<<<<<<<<<<<
 *                 except OverflowError:
 *                     seen_object = 1
 */
            __pyx_t_28 = __Pyx_PyInt_As_npy_int64(__pyx_v_val); if (unlikely((__pyx_t_28 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
            __pyx_t_35 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_35 < 0) {
              __pyx_t_35 += __pyx_pybuffernd_ints.diminfo[0].shape;
              if (unlikely(__pyx_t_35 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_35 >= __pyx_pybuffernd_ints.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L11_error;}
            }
            *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_ints.rcbuffer->pybuffer.buf, __pyx_t_35, __pyx_pybuffernd_ints.diminfo[0].strides) = __pyx_t_28;
          }
          __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
          __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
          __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
          goto __pyx_L18_try_end;
          __pyx_L11_error:;
          __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
          __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
          __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

          /* "pandas/src/inference.pyx":638
 *                 try:
 *                     ints[i] = val
 *                 except OverflowError:             # <<<<<<<<<<<<<<
 *                     seen_object = 1
 *                     break
 */
          __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_OverflowError);
          if (__pyx_t_7) {
            __Pyx_AddTraceback("pandas.lib.maybe_convert_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
            if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_2, &__pyx_t_4) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L13_except_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_GOTREF(__pyx_t_4);

            /* "pandas/src/inference.pyx":639
 *                     ints[i] = val
 *                 except OverflowError:
 *                     seen_object = 1             # <<<<<<<<<<<<<<
 *                     break
 *         elif util.is_complex_object(val):
 */
            __pyx_v_seen_object = 1;

            /* "pandas/src/inference.pyx":640
 *                 except OverflowError:
 *                     seen_object = 1
 *                     break             # <<<<<<<<<<<<<<
 *         elif util.is_complex_object(val):
 *             complexes[i] = val
 */
            goto __pyx_L19_except_break;
            __pyx_L19_except_break:;
            __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
            goto __pyx_L16_try_break;
          }
          goto __pyx_L13_except_error;
          __pyx_L13_except_error:;
          __Pyx_XGIVEREF(__pyx_t_8);
          __Pyx_XGIVEREF(__pyx_t_9);
          __Pyx_XGIVEREF(__pyx_t_10);
          __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
          goto __pyx_L1_error;
          __pyx_L16_try_break:;
          __Pyx_XGIVEREF(__pyx_t_8);
          __Pyx_XGIVEREF(__pyx_t_9);
          __Pyx_XGIVEREF(__pyx_t_10);
          __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
          goto __pyx_L6_break;
          __pyx_L18_try_end:;
        }
        goto __pyx_L10;
      }
      __pyx_L10:;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":641
 *                     seen_object = 1
 *                     break
 *         elif util.is_complex_object(val):             # <<<<<<<<<<<<<<
 *             complexes[i] = val
 *             seen_complex = 1
 */
    __pyx_t_20 = (is_complex_object(__pyx_v_val) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":642
 *                     break
 *         elif util.is_complex_object(val):
 *             complexes[i] = val             # <<<<<<<<<<<<<<
 *             seen_complex = 1
 *         elif PyDateTime_Check(val) or util.is_datetime64_object(val):
 */
      __pyx_t_33 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_v_val); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 642; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_36 = __pyx_v_i;
      __pyx_t_7 = -1;
      if (__pyx_t_36 < 0) {
        __pyx_t_36 += __pyx_pybuffernd_complexes.diminfo[0].shape;
        if (unlikely(__pyx_t_36 < 0)) __pyx_t_7 = 0;
      } else if (unlikely(__pyx_t_36 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_7 = 0;
      if (unlikely(__pyx_t_7 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_7);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 642; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_36, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_33;

      /* "pandas/src/inference.pyx":643
 *         elif util.is_complex_object(val):
 *             complexes[i] = val
 *             seen_complex = 1             # <<<<<<<<<<<<<<
 *         elif PyDateTime_Check(val) or util.is_datetime64_object(val):
 *             if convert_datetime:
 */
      __pyx_v_seen_complex = 1;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":644
 *             complexes[i] = val
 *             seen_complex = 1
 *         elif PyDateTime_Check(val) or util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *             if convert_datetime:
 *                 seen_datetime = 1
 */
    __pyx_t_15 = (PyDateTime_Check(__pyx_v_val) != 0);
    if (!__pyx_t_15) {
      goto __pyx_L22_next_or;
    } else {
      __pyx_t_20 = __pyx_t_15;
      goto __pyx_L21_bool_binop_done;
    }
    __pyx_L22_next_or:;
    __pyx_t_15 = (is_datetime64_object(__pyx_v_val) != 0);
    __pyx_t_20 = __pyx_t_15;
    __pyx_L21_bool_binop_done:;
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":645
 *             seen_complex = 1
 *         elif PyDateTime_Check(val) or util.is_datetime64_object(val):
 *             if convert_datetime:             # <<<<<<<<<<<<<<
 *                 seen_datetime = 1
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 */
      __pyx_t_20 = (__pyx_v_convert_datetime != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":646
 *         elif PyDateTime_Check(val) or util.is_datetime64_object(val):
 *             if convert_datetime:
 *                 seen_datetime = 1             # <<<<<<<<<<<<<<
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 *             else:
 */
        __pyx_v_seen_datetime = 1;

        /* "pandas/src/inference.pyx":647
 *             if convert_datetime:
 *                 seen_datetime = 1
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value             # <<<<<<<<<<<<<<
 *             else:
 *                 seen_object = 1
 */
        __pyx_t_4 = __pyx_f_6pandas_5tslib_convert_to_tsobject(__pyx_v_val, Py_None, Py_None); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __pyx_t_28 = __Pyx_PyInt_As_npy_int64(__pyx_t_2); if (unlikely((__pyx_t_28 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_t_37 = __pyx_v_i;
        __pyx_t_7 = -1;
        if (__pyx_t_37 < 0) {
          __pyx_t_37 += __pyx_pybuffernd_idatetimes.diminfo[0].shape;
          if (unlikely(__pyx_t_37 < 0)) __pyx_t_7 = 0;
        } else if (unlikely(__pyx_t_37 >= __pyx_pybuffernd_idatetimes.diminfo[0].shape)) __pyx_t_7 = 0;
        if (unlikely(__pyx_t_7 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_7);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 647; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_idatetimes.rcbuffer->pybuffer.buf, __pyx_t_37, __pyx_pybuffernd_idatetimes.diminfo[0].strides) = __pyx_t_28;
        goto __pyx_L23;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":649
 *                 idatetimes[i] = convert_to_tsobject(val, None, None).value
 *             else:
 *                 seen_object = 1             # <<<<<<<<<<<<<<
 *                 break
 *         elif try_float and not util.is_string_object(val):
 */
        __pyx_v_seen_object = 1;

        /* "pandas/src/inference.pyx":650
 *             else:
 *                 seen_object = 1
 *                 break             # <<<<<<<<<<<<<<
 *         elif try_float and not util.is_string_object(val):
 *             # this will convert Decimal objects
 */
        goto __pyx_L6_break;
      }
      __pyx_L23:;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":651
 *                 seen_object = 1
 *                 break
 *         elif try_float and not util.is_string_object(val):             # <<<<<<<<<<<<<<
 *             # this will convert Decimal objects
 *             try:
 */
    __pyx_t_15 = (__pyx_v_try_float != 0);
    if (__pyx_t_15) {
      goto __pyx_L25_next_and;
    } else {
      __pyx_t_20 = __pyx_t_15;
      goto __pyx_L24_bool_binop_done;
    }
    __pyx_L25_next_and:;
    __pyx_t_15 = ((!(is_string_object(__pyx_v_val) != 0)) != 0);
    __pyx_t_20 = __pyx_t_15;
    __pyx_L24_bool_binop_done:;
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":653
 *         elif try_float and not util.is_string_object(val):
 *             # this will convert Decimal objects
 *             try:             # <<<<<<<<<<<<<<
 *                 floats[i] = float(val)
 *                 complexes[i] = complex(val)
 */
      {
        __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
        __Pyx_XGOTREF(__pyx_t_10);
        __Pyx_XGOTREF(__pyx_t_9);
        __Pyx_XGOTREF(__pyx_t_8);
        /*try:*/ {

          /* "pandas/src/inference.pyx":654
 *             # this will convert Decimal objects
 *             try:
 *                 floats[i] = float(val)             # <<<<<<<<<<<<<<
 *                 complexes[i] = complex(val)
 *                 seen_float = 1
 */
          __pyx_t_38 = __Pyx_PyObject_AsDouble(__pyx_v_val); if (unlikely(__pyx_t_38 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          __pyx_t_39 = __pyx_v_i;
          __pyx_t_7 = -1;
          if (__pyx_t_39 < 0) {
            __pyx_t_39 += __pyx_pybuffernd_floats.diminfo[0].shape;
            if (unlikely(__pyx_t_39 < 0)) __pyx_t_7 = 0;
          } else if (unlikely(__pyx_t_39 >= __pyx_pybuffernd_floats.diminfo[0].shape)) __pyx_t_7 = 0;
          if (unlikely(__pyx_t_7 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_7);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          }
          *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_floats.rcbuffer->pybuffer.buf, __pyx_t_39, __pyx_pybuffernd_floats.diminfo[0].strides) = __pyx_t_38;

          /* "pandas/src/inference.pyx":655
 *             try:
 *                 floats[i] = float(val)
 *                 complexes[i] = complex(val)             # <<<<<<<<<<<<<<
 *                 seen_float = 1
 *             except Exception:
 */
          __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 655; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_INCREF(__pyx_v_val);
          PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
          __Pyx_GIVEREF(__pyx_v_val);
          __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyComplex_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 655; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          __Pyx_GOTREF(__pyx_t_4);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __pyx_t_33 = __Pyx_PyComplex_As___pyx_t_double_complex(__pyx_t_4); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 655; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __pyx_t_40 = __pyx_v_i;
          __pyx_t_7 = -1;
          if (__pyx_t_40 < 0) {
            __pyx_t_40 += __pyx_pybuffernd_complexes.diminfo[0].shape;
            if (unlikely(__pyx_t_40 < 0)) __pyx_t_7 = 0;
          } else if (unlikely(__pyx_t_40 >= __pyx_pybuffernd_complexes.diminfo[0].shape)) __pyx_t_7 = 0;
          if (unlikely(__pyx_t_7 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_7);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 655; __pyx_clineno = __LINE__; goto __pyx_L26_error;}
          }
          *__Pyx_BufPtrStrided1d(__pyx_t_double_complex *, __pyx_pybuffernd_complexes.rcbuffer->pybuffer.buf, __pyx_t_40, __pyx_pybuffernd_complexes.diminfo[0].strides) = __pyx_t_33;

          /* "pandas/src/inference.pyx":656
 *                 floats[i] = float(val)
 *                 complexes[i] = complex(val)
 *                 seen_float = 1             # <<<<<<<<<<<<<<
 *             except Exception:
 *                 seen_object = 1
 */
          __pyx_v_seen_float = 1;
        }
        __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
        __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
        __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L33_try_end;
        __pyx_L26_error:;
        __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
        __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

        /* "pandas/src/inference.pyx":657
 *                 complexes[i] = complex(val)
 *                 seen_float = 1
 *             except Exception:             # <<<<<<<<<<<<<<
 *                 seen_object = 1
 *                 break
 */
        __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
        if (__pyx_t_7) {
          __Pyx_AddTraceback("pandas.lib.maybe_convert_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
          if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 657; __pyx_clineno = __LINE__; goto __pyx_L28_except_error;}
          __Pyx_GOTREF(__pyx_t_4);
          __Pyx_GOTREF(__pyx_t_2);
          __Pyx_GOTREF(__pyx_t_3);

          /* "pandas/src/inference.pyx":658
 *                 seen_float = 1
 *             except Exception:
 *                 seen_object = 1             # <<<<<<<<<<<<<<
 *                 break
 *         else:
 */
          __pyx_v_seen_object = 1;

          /* "pandas/src/inference.pyx":659
 *             except Exception:
 *                 seen_object = 1
 *                 break             # <<<<<<<<<<<<<<
 *         else:
 *             seen_object = 1
 */
          goto __pyx_L34_except_break;
          __pyx_L34_except_break:;
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
          goto __pyx_L31_try_break;
        }
        goto __pyx_L28_except_error;
        __pyx_L28_except_error:;
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
        goto __pyx_L1_error;
        __pyx_L31_try_break:;
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_8);
        __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
        goto __pyx_L6_break;
        __pyx_L33_try_end:;
      }
      goto __pyx_L7;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":661
 *                 break
 *         else:
 *             seen_object = 1             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_seen_object = 1;

      /* "pandas/src/inference.pyx":662
 *         else:
 *             seen_object = 1
 *             break             # <<<<<<<<<<<<<<
 * 
 *     seen_numeric = seen_complex or seen_float or seen_int
 */
      goto __pyx_L6_break;
    }
    __pyx_L7:;
  }
  __pyx_L6_break:;

  /* "pandas/src/inference.pyx":664
 *             break
 * 
 *     seen_numeric = seen_complex or seen_float or seen_int             # <<<<<<<<<<<<<<
 * 
 *     if not seen_object:
 */
  __pyx_t_15 = (__pyx_v_seen_complex != 0);
  if (!__pyx_t_15) {
    goto __pyx_L37_next_or;
  } else {
    __pyx_t_20 = __pyx_t_15;
    goto __pyx_L36_bool_binop_done;
  }
  __pyx_L37_next_or:;
  __pyx_t_15 = (__pyx_v_seen_float != 0);
  if (!__pyx_t_15) {
    goto __pyx_L38_next_or;
  } else {
    __pyx_t_20 = __pyx_t_15;
    goto __pyx_L36_bool_binop_done;
  }
  __pyx_L38_next_or:;
  __pyx_t_15 = (__pyx_v_seen_int != 0);
  __pyx_t_20 = __pyx_t_15;
  __pyx_L36_bool_binop_done:;
  __pyx_v_seen_numeric = __pyx_t_20;

  /* "pandas/src/inference.pyx":666
 *     seen_numeric = seen_complex or seen_float or seen_int
 * 
 *     if not seen_object:             # <<<<<<<<<<<<<<
 * 
 *         if not safe:
 */
  __pyx_t_20 = ((!(__pyx_v_seen_object != 0)) != 0);
  if (__pyx_t_20) {

    /* "pandas/src/inference.pyx":668
 *     if not seen_object:
 * 
 *         if not safe:             # <<<<<<<<<<<<<<
 *             if seen_null:
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 */
    __pyx_t_20 = ((!(__pyx_v_safe != 0)) != 0);
    if (__pyx_t_20) {

      /* "pandas/src/inference.pyx":669
 * 
 *         if not safe:
 *             if seen_null:             # <<<<<<<<<<<<<<
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:
 */
      __pyx_t_20 = (__pyx_v_seen_null != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":670
 *         if not safe:
 *             if seen_null:
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:             # <<<<<<<<<<<<<<
 *                     if seen_complex:
 *                         return complexes
 */
        __pyx_t_15 = ((!(__pyx_v_seen_bool != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L44_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L43_bool_binop_done;
        }
        __pyx_L44_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_datetime != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L45_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L43_bool_binop_done;
        }
        __pyx_L45_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_timedelta != 0)) != 0);
        __pyx_t_20 = __pyx_t_15;
        __pyx_L43_bool_binop_done:;
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":671
 *             if seen_null:
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:             # <<<<<<<<<<<<<<
 *                         return complexes
 *                     elif seen_float or seen_int:
 */
          __pyx_t_20 = (__pyx_v_seen_complex != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":672
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:
 *                         return complexes             # <<<<<<<<<<<<<<
 *                     elif seen_float or seen_int:
 *                         return floats
 */
            __Pyx_XDECREF(__pyx_r);
            __Pyx_INCREF(((PyObject *)__pyx_v_complexes));
            __pyx_r = ((PyObject *)__pyx_v_complexes);
            goto __pyx_L0;
          }

          /* "pandas/src/inference.pyx":673
 *                     if seen_complex:
 *                         return complexes
 *                     elif seen_float or seen_int:             # <<<<<<<<<<<<<<
 *                         return floats
 *             else:
 */
          __pyx_t_15 = (__pyx_v_seen_float != 0);
          if (!__pyx_t_15) {
            goto __pyx_L48_next_or;
          } else {
            __pyx_t_20 = __pyx_t_15;
            goto __pyx_L47_bool_binop_done;
          }
          __pyx_L48_next_or:;
          __pyx_t_15 = (__pyx_v_seen_int != 0);
          __pyx_t_20 = __pyx_t_15;
          __pyx_L47_bool_binop_done:;
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":674
 *                         return complexes
 *                     elif seen_float or seen_int:
 *                         return floats             # <<<<<<<<<<<<<<
 *             else:
 *                 if not seen_bool:
 */
            __Pyx_XDECREF(__pyx_r);
            __Pyx_INCREF(((PyObject *)__pyx_v_floats));
            __pyx_r = ((PyObject *)__pyx_v_floats);
            goto __pyx_L0;
          }
          goto __pyx_L42;
        }
        __pyx_L42:;
        goto __pyx_L41;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":676
 *                         return floats
 *             else:
 *                 if not seen_bool:             # <<<<<<<<<<<<<<
 *                     if seen_datetime:
 *                         if not seen_numeric:
 */
        __pyx_t_20 = ((!(__pyx_v_seen_bool != 0)) != 0);
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":677
 *             else:
 *                 if not seen_bool:
 *                     if seen_datetime:             # <<<<<<<<<<<<<<
 *                         if not seen_numeric:
 *                             return datetimes
 */
          __pyx_t_20 = (__pyx_v_seen_datetime != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":678
 *                 if not seen_bool:
 *                     if seen_datetime:
 *                         if not seen_numeric:             # <<<<<<<<<<<<<<
 *                             return datetimes
 *                     elif seen_timedelta:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_numeric != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":679
 *                     if seen_datetime:
 *                         if not seen_numeric:
 *                             return datetimes             # <<<<<<<<<<<<<<
 *                     elif seen_timedelta:
 *                         if not seen_numeric:
 */
              __Pyx_XDECREF(__pyx_r);
              if (unlikely(!__pyx_v_datetimes)) { __Pyx_RaiseUnboundLocalError("datetimes"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 679; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
              __Pyx_INCREF(__pyx_v_datetimes);
              __pyx_r = __pyx_v_datetimes;
              goto __pyx_L0;
            }
            goto __pyx_L50;
          }

          /* "pandas/src/inference.pyx":680
 *                         if not seen_numeric:
 *                             return datetimes
 *                     elif seen_timedelta:             # <<<<<<<<<<<<<<
 *                         if not seen_numeric:
 *                             return timedeltas
 */
          __pyx_t_20 = (__pyx_v_seen_timedelta != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":681
 *                             return datetimes
 *                     elif seen_timedelta:
 *                         if not seen_numeric:             # <<<<<<<<<<<<<<
 *                             return timedeltas
 *                     else:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_numeric != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":682
 *                     elif seen_timedelta:
 *                         if not seen_numeric:
 *                             return timedeltas             # <<<<<<<<<<<<<<
 *                     else:
 *                         if seen_complex:
 */
              __Pyx_XDECREF(__pyx_r);
              if (unlikely(!__pyx_v_timedeltas)) { __Pyx_RaiseUnboundLocalError("timedeltas"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 682; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
              __Pyx_INCREF(__pyx_v_timedeltas);
              __pyx_r = __pyx_v_timedeltas;
              goto __pyx_L0;
            }
            goto __pyx_L50;
          }
          /*else*/ {

            /* "pandas/src/inference.pyx":684
 *                             return timedeltas
 *                     else:
 *                         if seen_complex:             # <<<<<<<<<<<<<<
 *                             return complexes
 *                         elif seen_float:
 */
            __pyx_t_20 = (__pyx_v_seen_complex != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":685
 *                     else:
 *                         if seen_complex:
 *                             return complexes             # <<<<<<<<<<<<<<
 *                         elif seen_float:
 *                             return floats
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_complexes));
              __pyx_r = ((PyObject *)__pyx_v_complexes);
              goto __pyx_L0;
            }

            /* "pandas/src/inference.pyx":686
 *                         if seen_complex:
 *                             return complexes
 *                         elif seen_float:             # <<<<<<<<<<<<<<
 *                             return floats
 *                         elif seen_int:
 */
            __pyx_t_20 = (__pyx_v_seen_float != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":687
 *                             return complexes
 *                         elif seen_float:
 *                             return floats             # <<<<<<<<<<<<<<
 *                         elif seen_int:
 *                             return ints
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_floats));
              __pyx_r = ((PyObject *)__pyx_v_floats);
              goto __pyx_L0;
            }

            /* "pandas/src/inference.pyx":688
 *                         elif seen_float:
 *                             return floats
 *                         elif seen_int:             # <<<<<<<<<<<<<<
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 */
            __pyx_t_20 = (__pyx_v_seen_int != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":689
 *                             return floats
 *                         elif seen_int:
 *                             return ints             # <<<<<<<<<<<<<<
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 *                     return bools.view(np.bool_)
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_ints));
              __pyx_r = ((PyObject *)__pyx_v_ints);
              goto __pyx_L0;
            }
          }
          __pyx_L50:;
          goto __pyx_L49;
        }

        /* "pandas/src/inference.pyx":690
 *                         elif seen_int:
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:             # <<<<<<<<<<<<<<
 *                     return bools.view(np.bool_)
 * 
 */
        __pyx_t_15 = ((!(__pyx_v_seen_datetime != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L55_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L54_bool_binop_done;
        }
        __pyx_L55_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_numeric != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L56_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L54_bool_binop_done;
        }
        __pyx_L56_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_timedelta != 0)) != 0);
        __pyx_t_20 = __pyx_t_15;
        __pyx_L54_bool_binop_done:;
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":691
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 *                     return bools.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 *         else:
 */
          __Pyx_XDECREF(__pyx_r);
          __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_bools), __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_4);
          __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_bool); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_13);
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          __pyx_t_4 = NULL;
          if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
            __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
            if (likely(__pyx_t_4)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
              __Pyx_INCREF(__pyx_t_4);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_2, function);
            }
          }
          if (!__pyx_t_4) {
            __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_13); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
            __Pyx_GOTREF(__pyx_t_3);
          } else {
            __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_5);
            PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
            PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_13);
            __Pyx_GIVEREF(__pyx_t_13);
            __pyx_t_13 = 0;
            __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 691; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          }
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __pyx_r = __pyx_t_3;
          __pyx_t_3 = 0;
          goto __pyx_L0;
        }
        __pyx_L49:;
      }
      __pyx_L41:;
      goto __pyx_L40;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":695
 *         else:
 *             # don't cast int to float, etc.
 *             if seen_null:             # <<<<<<<<<<<<<<
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:
 */
      __pyx_t_20 = (__pyx_v_seen_null != 0);
      if (__pyx_t_20) {

        /* "pandas/src/inference.pyx":696
 *             # don't cast int to float, etc.
 *             if seen_null:
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:             # <<<<<<<<<<<<<<
 *                     if seen_complex:
 *                         if not seen_int:
 */
        __pyx_t_15 = ((!(__pyx_v_seen_bool != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L60_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L59_bool_binop_done;
        }
        __pyx_L60_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_datetime != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L61_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L59_bool_binop_done;
        }
        __pyx_L61_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_timedelta != 0)) != 0);
        __pyx_t_20 = __pyx_t_15;
        __pyx_L59_bool_binop_done:;
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":697
 *             if seen_null:
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:             # <<<<<<<<<<<<<<
 *                         if not seen_int:
 *                             return complexes
 */
          __pyx_t_20 = (__pyx_v_seen_complex != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":698
 *                 if not seen_bool and not seen_datetime and not seen_timedelta:
 *                     if seen_complex:
 *                         if not seen_int:             # <<<<<<<<<<<<<<
 *                             return complexes
 *                     elif seen_float:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_int != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":699
 *                     if seen_complex:
 *                         if not seen_int:
 *                             return complexes             # <<<<<<<<<<<<<<
 *                     elif seen_float:
 *                         if not seen_int:
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_complexes));
              __pyx_r = ((PyObject *)__pyx_v_complexes);
              goto __pyx_L0;
            }
            goto __pyx_L62;
          }

          /* "pandas/src/inference.pyx":700
 *                         if not seen_int:
 *                             return complexes
 *                     elif seen_float:             # <<<<<<<<<<<<<<
 *                         if not seen_int:
 *                             return floats
 */
          __pyx_t_20 = (__pyx_v_seen_float != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":701
 *                             return complexes
 *                     elif seen_float:
 *                         if not seen_int:             # <<<<<<<<<<<<<<
 *                             return floats
 *             else:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_int != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":702
 *                     elif seen_float:
 *                         if not seen_int:
 *                             return floats             # <<<<<<<<<<<<<<
 *             else:
 *                 if not seen_bool:
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_floats));
              __pyx_r = ((PyObject *)__pyx_v_floats);
              goto __pyx_L0;
            }
            goto __pyx_L62;
          }
          __pyx_L62:;
          goto __pyx_L58;
        }
        __pyx_L58:;
        goto __pyx_L57;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":704
 *                             return floats
 *             else:
 *                 if not seen_bool:             # <<<<<<<<<<<<<<
 *                     if seen_datetime:
 *                         if not seen_numeric:
 */
        __pyx_t_20 = ((!(__pyx_v_seen_bool != 0)) != 0);
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":705
 *             else:
 *                 if not seen_bool:
 *                     if seen_datetime:             # <<<<<<<<<<<<<<
 *                         if not seen_numeric:
 *                             return datetimes
 */
          __pyx_t_20 = (__pyx_v_seen_datetime != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":706
 *                 if not seen_bool:
 *                     if seen_datetime:
 *                         if not seen_numeric:             # <<<<<<<<<<<<<<
 *                             return datetimes
 *                     elif seen_timedelta:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_numeric != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":707
 *                     if seen_datetime:
 *                         if not seen_numeric:
 *                             return datetimes             # <<<<<<<<<<<<<<
 *                     elif seen_timedelta:
 *                         if not seen_numeric:
 */
              __Pyx_XDECREF(__pyx_r);
              if (unlikely(!__pyx_v_datetimes)) { __Pyx_RaiseUnboundLocalError("datetimes"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 707; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
              __Pyx_INCREF(__pyx_v_datetimes);
              __pyx_r = __pyx_v_datetimes;
              goto __pyx_L0;
            }
            goto __pyx_L66;
          }

          /* "pandas/src/inference.pyx":708
 *                         if not seen_numeric:
 *                             return datetimes
 *                     elif seen_timedelta:             # <<<<<<<<<<<<<<
 *                         if not seen_numeric:
 *                             return timedeltas
 */
          __pyx_t_20 = (__pyx_v_seen_timedelta != 0);
          if (__pyx_t_20) {

            /* "pandas/src/inference.pyx":709
 *                             return datetimes
 *                     elif seen_timedelta:
 *                         if not seen_numeric:             # <<<<<<<<<<<<<<
 *                             return timedeltas
 *                     else:
 */
            __pyx_t_20 = ((!(__pyx_v_seen_numeric != 0)) != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":710
 *                     elif seen_timedelta:
 *                         if not seen_numeric:
 *                             return timedeltas             # <<<<<<<<<<<<<<
 *                     else:
 *                         if seen_complex:
 */
              __Pyx_XDECREF(__pyx_r);
              if (unlikely(!__pyx_v_timedeltas)) { __Pyx_RaiseUnboundLocalError("timedeltas"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 710; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
              __Pyx_INCREF(__pyx_v_timedeltas);
              __pyx_r = __pyx_v_timedeltas;
              goto __pyx_L0;
            }
            goto __pyx_L66;
          }
          /*else*/ {

            /* "pandas/src/inference.pyx":712
 *                             return timedeltas
 *                     else:
 *                         if seen_complex:             # <<<<<<<<<<<<<<
 *                             if not seen_int:
 *                                 return complexes
 */
            __pyx_t_20 = (__pyx_v_seen_complex != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":713
 *                     else:
 *                         if seen_complex:
 *                             if not seen_int:             # <<<<<<<<<<<<<<
 *                                 return complexes
 *                         elif seen_float:
 */
              __pyx_t_20 = ((!(__pyx_v_seen_int != 0)) != 0);
              if (__pyx_t_20) {

                /* "pandas/src/inference.pyx":714
 *                         if seen_complex:
 *                             if not seen_int:
 *                                 return complexes             # <<<<<<<<<<<<<<
 *                         elif seen_float:
 *                             if not seen_int:
 */
                __Pyx_XDECREF(__pyx_r);
                __Pyx_INCREF(((PyObject *)__pyx_v_complexes));
                __pyx_r = ((PyObject *)__pyx_v_complexes);
                goto __pyx_L0;
              }
              goto __pyx_L69;
            }

            /* "pandas/src/inference.pyx":715
 *                             if not seen_int:
 *                                 return complexes
 *                         elif seen_float:             # <<<<<<<<<<<<<<
 *                             if not seen_int:
 *                                 return floats
 */
            __pyx_t_20 = (__pyx_v_seen_float != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":716
 *                                 return complexes
 *                         elif seen_float:
 *                             if not seen_int:             # <<<<<<<<<<<<<<
 *                                 return floats
 *                         elif seen_int:
 */
              __pyx_t_20 = ((!(__pyx_v_seen_int != 0)) != 0);
              if (__pyx_t_20) {

                /* "pandas/src/inference.pyx":717
 *                         elif seen_float:
 *                             if not seen_int:
 *                                 return floats             # <<<<<<<<<<<<<<
 *                         elif seen_int:
 *                             return ints
 */
                __Pyx_XDECREF(__pyx_r);
                __Pyx_INCREF(((PyObject *)__pyx_v_floats));
                __pyx_r = ((PyObject *)__pyx_v_floats);
                goto __pyx_L0;
              }
              goto __pyx_L69;
            }

            /* "pandas/src/inference.pyx":718
 *                             if not seen_int:
 *                                 return floats
 *                         elif seen_int:             # <<<<<<<<<<<<<<
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 */
            __pyx_t_20 = (__pyx_v_seen_int != 0);
            if (__pyx_t_20) {

              /* "pandas/src/inference.pyx":719
 *                                 return floats
 *                         elif seen_int:
 *                             return ints             # <<<<<<<<<<<<<<
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 *                     return bools.view(np.bool_)
 */
              __Pyx_XDECREF(__pyx_r);
              __Pyx_INCREF(((PyObject *)__pyx_v_ints));
              __pyx_r = ((PyObject *)__pyx_v_ints);
              goto __pyx_L0;
            }
            __pyx_L69:;
          }
          __pyx_L66:;
          goto __pyx_L65;
        }

        /* "pandas/src/inference.pyx":720
 *                         elif seen_int:
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:             # <<<<<<<<<<<<<<
 *                     return bools.view(np.bool_)
 * 
 */
        __pyx_t_15 = ((!(__pyx_v_seen_datetime != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L73_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L72_bool_binop_done;
        }
        __pyx_L73_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_numeric != 0)) != 0);
        if (__pyx_t_15) {
          goto __pyx_L74_next_and;
        } else {
          __pyx_t_20 = __pyx_t_15;
          goto __pyx_L72_bool_binop_done;
        }
        __pyx_L74_next_and:;
        __pyx_t_15 = ((!(__pyx_v_seen_timedelta != 0)) != 0);
        __pyx_t_20 = __pyx_t_15;
        __pyx_L72_bool_binop_done:;
        if (__pyx_t_20) {

          /* "pandas/src/inference.pyx":721
 *                             return ints
 *                 elif not seen_datetime and not seen_numeric and not seen_timedelta:
 *                     return bools.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 *     return objects
 */
          __Pyx_XDECREF(__pyx_r);
          __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_bools), __pyx_n_s_view); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_2);
          __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_bool); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_GOTREF(__pyx_t_13);
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          __pyx_t_5 = NULL;
          if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
            __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
            if (likely(__pyx_t_5)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
              __Pyx_INCREF(__pyx_t_5);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_2, function);
            }
          }
          if (!__pyx_t_5) {
            __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_13); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
            __Pyx_GOTREF(__pyx_t_3);
          } else {
            __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_4);
            PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
            PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_13);
            __Pyx_GIVEREF(__pyx_t_13);
            __pyx_t_13 = 0;
            __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
            __Pyx_GOTREF(__pyx_t_3);
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          }
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          __pyx_r = __pyx_t_3;
          __pyx_t_3 = 0;
          goto __pyx_L0;
        }
        __pyx_L65:;
      }
      __pyx_L57:;
    }
    __pyx_L40:;
    goto __pyx_L39;
  }
  __pyx_L39:;

  /* "pandas/src/inference.pyx":723
 *                     return bools.view(np.bool_)
 * 
 *     return objects             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_objects));
  __pyx_r = ((PyObject *)__pyx_v_objects);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":560
 * 
 * 
 * def maybe_convert_objects(ndarray[object] objects, bint try_float=0,             # <<<<<<<<<<<<<<
 *                           bint safe=0, bint convert_datetime=0,
 *                           bint convert_timedelta=0):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_13);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bools.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_floats.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_idatetimes.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ints.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objects.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.maybe_convert_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_bools.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_complexes.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_floats.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_idatetimes.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_ints.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_itimedeltas.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_objects.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_floats);
  __Pyx_XDECREF((PyObject *)__pyx_v_complexes);
  __Pyx_XDECREF((PyObject *)__pyx_v_ints);
  __Pyx_XDECREF((PyObject *)__pyx_v_bools);
  __Pyx_XDECREF((PyObject *)__pyx_v_idatetimes);
  __Pyx_XDECREF((PyObject *)__pyx_v_itimedeltas);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_onan);
  __Pyx_XDECREF(__pyx_v_datetimes);
  __Pyx_XDECREF(__pyx_v_timedeltas);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":726
 * 
 * 
 * def convert_sql_column(x):             # <<<<<<<<<<<<<<
 *     return maybe_convert_objects(x, try_float=1)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_178convert_sql_column(PyObject *__pyx_self, PyObject *__pyx_v_x); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_178convert_sql_column = {"convert_sql_column", (PyCFunction)__pyx_pw_6pandas_3lib_178convert_sql_column, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_178convert_sql_column(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("convert_sql_column (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_177convert_sql_column(__pyx_self, ((PyObject *)__pyx_v_x));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_177convert_sql_column(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_sql_column", 0);

  /* "pandas/src/inference.pyx":727
 * 
 * def convert_sql_column(x):
 *     return maybe_convert_objects(x, try_float=1)             # <<<<<<<<<<<<<<
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_v_x);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_x);
  __Pyx_GIVEREF(__pyx_v_x);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_try_float, __pyx_int_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 727; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":726
 * 
 * 
 * def convert_sql_column(x):             # <<<<<<<<<<<<<<
 *     return maybe_convert_objects(x, try_float=1)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.convert_sql_column", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_180try_parse_dates(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_180try_parse_dates = {"try_parse_dates", (PyCFunction)__pyx_pw_6pandas_3lib_180try_parse_dates, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_180try_parse_dates(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_parser = 0;
  PyObject *__pyx_v_dayfirst = 0;
  PyObject *__pyx_v_default = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("try_parse_dates (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_parser,&__pyx_n_s_dayfirst,&__pyx_n_s_default,0};
    PyObject* values[4] = {0,0,0,0};
    values[1] = ((PyObject *)Py_None);

    /* "pandas/src/inference.pyx":730
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,
 *                     dayfirst=False,default=None):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
    values[2] = ((PyObject *)Py_False);
    values[3] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_parser);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dayfirst);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_default);
          if (value) { values[3] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "try_parse_dates") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_parser = values[1];
    __pyx_v_dayfirst = values[2];
    __pyx_v_default = values[3];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("try_parse_dates", 0, 1, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.try_parse_dates", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_179try_parse_dates(__pyx_self, __pyx_v_values, __pyx_v_parser, __pyx_v_dayfirst, __pyx_v_default);

  /* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":747
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_15try_parse_dates_1parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_15try_parse_dates_1parse_date = {"parse_date", (PyCFunction)__pyx_pw_6pandas_3lib_15try_parse_dates_1parse_date, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_15try_parse_dates_1parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("parse_date (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_15try_parse_dates_parse_date(__pyx_self, ((PyObject *)__pyx_v_s));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_15try_parse_dates_parse_date(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_s) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("parse_date", 0);

  /* "pandas/src/inference.pyx":748
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 *                 try:             # <<<<<<<<<<<<<<
 *                     return datetime.strptime(s, '%m/%d/%Y')
 *                 except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/inference.pyx":749
 *             def parse_date(s):
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')             # <<<<<<<<<<<<<<
 *                 except Exception:
 *                     return s
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)((PyObject*)__pyx_ptype_8datetime_datetime)), __pyx_n_s_strptime); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 749; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = NULL;
      __pyx_t_7 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_7 = 1;
        }
      }
      __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 749; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (__pyx_t_6) {
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
      }
      __Pyx_INCREF(__pyx_v_s);
      PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_v_s);
      __Pyx_GIVEREF(__pyx_v_s);
      __Pyx_INCREF(__pyx_kp_s_m_d_Y);
      PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_kp_s_m_d_Y);
      __Pyx_GIVEREF(__pyx_kp_s_m_d_Y);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 749; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_r = __pyx_t_4;
      __pyx_t_4 = 0;
      goto __pyx_L7_try_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "pandas/src/inference.pyx":750
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')
 *                 except Exception:             # <<<<<<<<<<<<<<
 *                     return s
 *         # EAFP here
 */
    __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_9) {
      __Pyx_AddTraceback("pandas.lib.try_parse_dates.parse_date", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_5, &__pyx_t_8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 750; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_8);

      /* "pandas/src/inference.pyx":751
 *                     return datetime.strptime(s, '%m/%d/%Y')
 *                 except Exception:
 *                     return s             # <<<<<<<<<<<<<<
 *         # EAFP here
 *         try:
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_s);
      __pyx_r = __pyx_v_s;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":747
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.try_parse_dates.parse_date", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":745
 *         try:
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_15try_parse_dates_2lambda1(PyObject *__pyx_self, PyObject *__pyx_v_x); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_15try_parse_dates_2lambda1 = {"lambda1", (PyCFunction)__pyx_pw_6pandas_3lib_15try_parse_dates_2lambda1, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_15try_parse_dates_2lambda1(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda1 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda1(__pyx_self, ((PyObject *)__pyx_v_x));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_lambda_funcdef_lambda1(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *__pyx_cur_scope;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda1", 0);
  __pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_parse)) { __Pyx_RaiseClosureNameError("parse"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_x);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_x);
  __Pyx_GIVEREF(__pyx_v_x);
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_dayfirst)) { __Pyx_RaiseClosureNameError("dayfirst"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dayfirst, __pyx_cur_scope->__pyx_v_dayfirst) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__pyx_cur_scope->__pyx_v_default)) { __Pyx_RaiseClosureNameError("default"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_default, __pyx_cur_scope->__pyx_v_default) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_parse, __pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.try_parse_dates.lambda1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */

static PyObject *__pyx_pf_6pandas_3lib_179try_parse_dates(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_parser, PyObject *__pyx_v_dayfirst, PyObject *__pyx_v_default) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *__pyx_cur_scope;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_date = NULL;
  PyObject *__pyx_v_parse_date = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  int __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject **__pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  Py_ssize_t __pyx_t_20;
  PyObject *__pyx_t_21 = NULL;
  Py_ssize_t __pyx_t_22;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("try_parse_dates", 0);
  __pyx_cur_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *)__pyx_tp_new_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(__pyx_ptype_6pandas_3lib___pyx_scope_struct_2_try_parse_dates, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_dayfirst = __pyx_v_dayfirst;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_dayfirst);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_dayfirst);
  __pyx_cur_scope->__pyx_v_default = __pyx_v_default;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_default);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_default);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":735
 *         ndarray[object] result
 * 
 *     n = len(values)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":736
 * 
 *     n = len(values)
 *     result = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     if parser is None:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":738
 *     result = np.empty(n, dtype='O')
 * 
 *     if parser is None:             # <<<<<<<<<<<<<<
 *         if default is None: # GH2618
 *            date=datetime.now()
 */
  __pyx_t_11 = (__pyx_v_parser == Py_None);
  __pyx_t_12 = (__pyx_t_11 != 0);
  if (__pyx_t_12) {

    /* "pandas/src/inference.pyx":739
 * 
 *     if parser is None:
 *         if default is None: # GH2618             # <<<<<<<<<<<<<<
 *            date=datetime.now()
 *            default=datetime(date.year,date.month,1)
 */
    __pyx_t_12 = (__pyx_cur_scope->__pyx_v_default == Py_None);
    __pyx_t_11 = (__pyx_t_12 != 0);
    if (__pyx_t_11) {

      /* "pandas/src/inference.pyx":740
 *     if parser is None:
 *         if default is None: # GH2618
 *            date=datetime.now()             # <<<<<<<<<<<<<<
 *            default=datetime(date.year,date.month,1)
 * 
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)((PyObject*)__pyx_ptype_8datetime_datetime)), __pyx_n_s_now); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (__pyx_t_4) {
        __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 740; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_v_date = __pyx_t_5;
      __pyx_t_5 = 0;

      /* "pandas/src/inference.pyx":741
 *         if default is None: # GH2618
 *            date=datetime.now()
 *            default=datetime(date.year,date.month,1)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_date, __pyx_n_s_year); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 741; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_date, __pyx_n_s_month); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 741; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 741; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_int_1);
      PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_int_1);
      __Pyx_GIVEREF(__pyx_int_1);
      __pyx_t_5 = 0;
      __pyx_t_2 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_8datetime_datetime)), __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 741; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_default);
      __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_default, __pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_2);
      __pyx_t_2 = 0;
      goto __pyx_L4;
    }
    __pyx_L4:;

    /* "pandas/src/inference.pyx":743
 *            default=datetime(date.year,date.month,1)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_8);
      /*try:*/ {

        /* "pandas/src/inference.pyx":744
 * 
 *         try:
 *             from dateutil.parser import parse             # <<<<<<<<<<<<<<
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover
 */
        __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 744; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_INCREF(__pyx_n_s_parse);
        PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_parse);
        __Pyx_GIVEREF(__pyx_n_s_parse);
        __pyx_t_4 = __Pyx_Import(__pyx_n_s_dateutil_parser, __pyx_t_2, -1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 744; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_4, __pyx_n_s_parse); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 744; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_2);
        __Pyx_GIVEREF(__pyx_t_2);
        __pyx_cur_scope->__pyx_v_parse = __pyx_t_2;
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

        /* "pandas/src/inference.pyx":745
 *         try:
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 */
        __pyx_t_4 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_15try_parse_dates_2lambda1, 0, __pyx_n_s_try_parse_dates_locals_lambda, ((PyObject*)__pyx_cur_scope), __pyx_n_s_pandas_lib, __pyx_d, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 745; __pyx_clineno = __LINE__; goto __pyx_L5_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_v_parse_date = __pyx_t_4;
        __pyx_t_4 = 0;
      }
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L12_try_end;
      __pyx_L5_error:;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

      /* "pandas/src/inference.pyx":746
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover             # <<<<<<<<<<<<<<
 *             def parse_date(s):
 *                 try:
 */
      __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
      if (__pyx_t_7) {
        __Pyx_AddTraceback("pandas.lib.try_parse_dates", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_2, &__pyx_t_5) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 746; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_GOTREF(__pyx_t_5);

        /* "pandas/src/inference.pyx":747
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')
 */
        __pyx_t_3 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_15try_parse_dates_1parse_date, 0, __pyx_n_s_try_parse_dates_locals_parse_dat, NULL, __pyx_n_s_pandas_lib, __pyx_d, ((PyObject *)__pyx_codeobj__48)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 747; __pyx_clineno = __LINE__; goto __pyx_L7_except_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_XDECREF_SET(__pyx_v_parse_date, __pyx_t_3);
        __pyx_t_3 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        goto __pyx_L6_exception_handled;
      }
      goto __pyx_L7_except_error;
      __pyx_L7_except_error:;
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      goto __pyx_L1_error;
      __pyx_L6_exception_handled:;
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      __pyx_L12_try_end:;
    }

    /* "pandas/src/inference.pyx":753
 *                     return s
 *         # EAFP here
 *         try:             # <<<<<<<<<<<<<<
 *             for i from 0 <= i < n:
 *                 if values[i] == '':
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      /*try:*/ {

        /* "pandas/src/inference.pyx":754
 *         # EAFP here
 *         try:
 *             for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *                 if values[i] == '':
 *                     result[i] = np.nan
 */
        __pyx_t_1 = __pyx_v_n;
        for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

          /* "pandas/src/inference.pyx":755
 *         try:
 *             for i from 0 <= i < n:
 *                 if values[i] == '':             # <<<<<<<<<<<<<<
 *                     result[i] = np.nan
 *                 else:
 */
          __pyx_t_13 = __pyx_v_i;
          __pyx_t_7 = -1;
          if (__pyx_t_13 < 0) {
            __pyx_t_13 += __pyx_pybuffernd_values.diminfo[0].shape;
            if (unlikely(__pyx_t_13 < 0)) __pyx_t_7 = 0;
          } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
          if (unlikely(__pyx_t_7 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_7);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
          }
          __pyx_t_5 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_values.diminfo[0].strides);
          __Pyx_INCREF((PyObject*)__pyx_t_5);
          __pyx_t_11 = (__Pyx_PyString_Equals(__pyx_t_5, __pyx_kp_s__49, Py_EQ)); if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 755; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          if (__pyx_t_11) {

            /* "pandas/src/inference.pyx":756
 *             for i from 0 <= i < n:
 *                 if values[i] == '':
 *                     result[i] = np.nan             # <<<<<<<<<<<<<<
 *                 else:
 *                     result[i] = parse_date(values[i])
 */
            __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 756; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            __Pyx_GOTREF(__pyx_t_5);
            __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_nan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 756; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __pyx_t_14 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_14 < 0) {
              __pyx_t_14 += __pyx_pybuffernd_result.diminfo[0].shape;
              if (unlikely(__pyx_t_14 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 756; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            }
            __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_result.diminfo[0].strides);
            __Pyx_GOTREF(*__pyx_t_15);
            __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_15);
            *__pyx_t_15 = __pyx_t_2;
            __Pyx_GIVEREF(*__pyx_t_15);
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
            goto __pyx_L25;
          }
          /*else*/ {

            /* "pandas/src/inference.pyx":758
 *                     result[i] = np.nan
 *                 else:
 *                     result[i] = parse_date(values[i])             # <<<<<<<<<<<<<<
 *         except Exception:
 *             # failed
 */
            __pyx_t_16 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_16 < 0) {
              __pyx_t_16 += __pyx_pybuffernd_values.diminfo[0].shape;
              if (unlikely(__pyx_t_16 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 758; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            }
            __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_values.diminfo[0].strides);
            __Pyx_INCREF((PyObject*)__pyx_t_2);
            __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 758; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            __Pyx_GOTREF(__pyx_t_5);
            PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
            __Pyx_GIVEREF(__pyx_t_2);
            __pyx_t_2 = 0;
            __pyx_t_2 = __Pyx_PyObject_Call(__pyx_v_parse_date, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 758; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            __Pyx_GOTREF(__pyx_t_2);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            __pyx_t_17 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_17 < 0) {
              __pyx_t_17 += __pyx_pybuffernd_result.diminfo[0].shape;
              if (unlikely(__pyx_t_17 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 758; __pyx_clineno = __LINE__; goto __pyx_L15_error;}
            }
            __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides);
            __Pyx_GOTREF(*__pyx_t_15);
            __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_15);
            *__pyx_t_15 = __pyx_t_2;
            __Pyx_GIVEREF(*__pyx_t_15);
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
          }
          __pyx_L25:;
        }
      }
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L22_try_end;
      __pyx_L15_error:;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/src/inference.pyx":759
 *                 else:
 *                     result[i] = parse_date(values[i])
 *         except Exception:             # <<<<<<<<<<<<<<
 *             # failed
 *             return values
 */
      __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
      if (__pyx_t_7) {
        __Pyx_AddTraceback("pandas.lib.try_parse_dates", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_5, &__pyx_t_4) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 759; __pyx_clineno = __LINE__; goto __pyx_L17_except_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GOTREF(__pyx_t_4);

        /* "pandas/src/inference.pyx":761
 *         except Exception:
 *             # failed
 *             return values             # <<<<<<<<<<<<<<
 *     else:
 *         parse_date = parser
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(((PyObject *)__pyx_v_values));
        __pyx_r = ((PyObject *)__pyx_v_values);
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        goto __pyx_L18_except_return;
      }
      goto __pyx_L17_except_error;
      __pyx_L17_except_error:;
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      goto __pyx_L1_error;
      __pyx_L18_except_return:;
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      goto __pyx_L0;
      __pyx_L22_try_end:;
    }
    goto __pyx_L3;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":763
 *             return values
 *     else:
 *         parse_date = parser             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
    __Pyx_INCREF(__pyx_v_parser);
    __pyx_v_parse_date = __pyx_v_parser;

    /* "pandas/src/inference.pyx":765
 *         parse_date = parser
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             for i from 0 <= i < n:
 *                 if values[i] == '':
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_8);
      /*try:*/ {

        /* "pandas/src/inference.pyx":766
 * 
 *         try:
 *             for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *                 if values[i] == '':
 *                     result[i] = np.nan
 */
        __pyx_t_1 = __pyx_v_n;
        for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

          /* "pandas/src/inference.pyx":767
 *         try:
 *             for i from 0 <= i < n:
 *                 if values[i] == '':             # <<<<<<<<<<<<<<
 *                     result[i] = np.nan
 *                 else:
 */
          __pyx_t_18 = __pyx_v_i;
          __pyx_t_7 = -1;
          if (__pyx_t_18 < 0) {
            __pyx_t_18 += __pyx_pybuffernd_values.diminfo[0].shape;
            if (unlikely(__pyx_t_18 < 0)) __pyx_t_7 = 0;
          } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
          if (unlikely(__pyx_t_7 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_7);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 767; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
          }
          __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_values.diminfo[0].strides);
          __Pyx_INCREF((PyObject*)__pyx_t_4);
          __pyx_t_11 = (__Pyx_PyString_Equals(__pyx_t_4, __pyx_kp_s__49, Py_EQ)); if (unlikely(__pyx_t_11 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 767; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
          __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
          if (__pyx_t_11) {

            /* "pandas/src/inference.pyx":768
 *             for i from 0 <= i < n:
 *                 if values[i] == '':
 *                     result[i] = np.nan             # <<<<<<<<<<<<<<
 *                 else:
 *                     result[i] = parse_date(values[i])
 */
            __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 768; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
            __Pyx_GOTREF(__pyx_t_4);
            __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_nan); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 768; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
            __Pyx_GOTREF(__pyx_t_5);
            __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
            __pyx_t_19 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_19 < 0) {
              __pyx_t_19 += __pyx_pybuffernd_result.diminfo[0].shape;
              if (unlikely(__pyx_t_19 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 768; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
            }
            __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_result.diminfo[0].strides);
            __Pyx_GOTREF(*__pyx_t_15);
            __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_15);
            *__pyx_t_15 = __pyx_t_5;
            __Pyx_GIVEREF(*__pyx_t_15);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
            goto __pyx_L38;
          }
          /*else*/ {

            /* "pandas/src/inference.pyx":770
 *                     result[i] = np.nan
 *                 else:
 *                     result[i] = parse_date(values[i])             # <<<<<<<<<<<<<<
 *         except Exception:
 *             # raise if passed parser and it failed
 */
            __pyx_t_20 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_20 < 0) {
              __pyx_t_20 += __pyx_pybuffernd_values.diminfo[0].shape;
              if (unlikely(__pyx_t_20 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_20 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 770; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
            }
            __pyx_t_4 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_values.diminfo[0].strides);
            __Pyx_INCREF((PyObject*)__pyx_t_4);
            __Pyx_INCREF(__pyx_v_parse_date);
            __pyx_t_2 = __pyx_v_parse_date; __pyx_t_3 = NULL;
            if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
              __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
              if (likely(__pyx_t_3)) {
                PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
                __Pyx_INCREF(__pyx_t_3);
                __Pyx_INCREF(function);
                __Pyx_DECREF_SET(__pyx_t_2, function);
              }
            }
            if (!__pyx_t_3) {
              __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 770; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
              __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
              __Pyx_GOTREF(__pyx_t_5);
            } else {
              __pyx_t_21 = PyTuple_New(1+1); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 770; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
              __Pyx_GOTREF(__pyx_t_21);
              PyTuple_SET_ITEM(__pyx_t_21, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
              PyTuple_SET_ITEM(__pyx_t_21, 0+1, __pyx_t_4);
              __Pyx_GIVEREF(__pyx_t_4);
              __pyx_t_4 = 0;
              __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_21, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 770; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
              __Pyx_GOTREF(__pyx_t_5);
              __Pyx_DECREF(__pyx_t_21); __pyx_t_21 = 0;
            }
            __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
            __pyx_t_22 = __pyx_v_i;
            __pyx_t_7 = -1;
            if (__pyx_t_22 < 0) {
              __pyx_t_22 += __pyx_pybuffernd_result.diminfo[0].shape;
              if (unlikely(__pyx_t_22 < 0)) __pyx_t_7 = 0;
            } else if (unlikely(__pyx_t_22 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
            if (unlikely(__pyx_t_7 != -1)) {
              __Pyx_RaiseBufferIndexError(__pyx_t_7);
              {__pyx_filename = __pyx_f[2]; __pyx_lineno = 770; __pyx_clineno = __LINE__; goto __pyx_L28_error;}
            }
            __pyx_t_15 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_result.diminfo[0].strides);
            __Pyx_GOTREF(*__pyx_t_15);
            __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_15);
            *__pyx_t_15 = __pyx_t_5;
            __Pyx_GIVEREF(*__pyx_t_15);
            __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          }
          __pyx_L38:;
        }
      }
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L35_try_end;
      __pyx_L28_error:;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_21); __pyx_t_21 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/src/inference.pyx":771
 *                 else:
 *                     result[i] = parse_date(values[i])
 *         except Exception:             # <<<<<<<<<<<<<<
 *             # raise if passed parser and it failed
 *             raise
 */
      __pyx_t_7 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
      if (__pyx_t_7) {
        __Pyx_AddTraceback("pandas.lib.try_parse_dates", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_2, &__pyx_t_21) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 771; __pyx_clineno = __LINE__; goto __pyx_L30_except_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_GOTREF(__pyx_t_21);

        /* "pandas/src/inference.pyx":773
 *         except Exception:
 *             # raise if passed parser and it failed
 *             raise             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
        __Pyx_GIVEREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_2);
        __Pyx_XGIVEREF(__pyx_t_21);
        __Pyx_ErrRestore(__pyx_t_5, __pyx_t_2, __pyx_t_21);
        __pyx_t_5 = 0; __pyx_t_2 = 0; __pyx_t_21 = 0; 
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 773; __pyx_clineno = __LINE__; goto __pyx_L30_except_error;}
      }
      goto __pyx_L30_except_error;
      __pyx_L30_except_error:;
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
      goto __pyx_L1_error;
      __pyx_L35_try_end:;
    }
  }
  __pyx_L3:;

  /* "pandas/src/inference.pyx":775
 *             raise
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_21);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.try_parse_dates", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_date);
  __Pyx_XDECREF(__pyx_v_parse_date);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_182try_parse_date_and_time(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_182try_parse_date_and_time = {"try_parse_date_and_time", (PyCFunction)__pyx_pw_6pandas_3lib_182try_parse_date_and_time, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_182try_parse_date_and_time(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_dates = 0;
  PyArrayObject *__pyx_v_times = 0;
  PyObject *__pyx_v_date_parser = 0;
  PyObject *__pyx_v_time_parser = 0;
  PyObject *__pyx_v_dayfirst = 0;
  PyObject *__pyx_v_default = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("try_parse_date_and_time (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_dates,&__pyx_n_s_times,&__pyx_n_s_date_parser,&__pyx_n_s_time_parser,&__pyx_n_s_dayfirst,&__pyx_n_s_default,0};
    PyObject* values[6] = {0,0,0,0,0,0};

    /* "pandas/src/inference.pyx":778
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,
 *                             date_parser=None, time_parser=None,             # <<<<<<<<<<<<<<
 *                             dayfirst=False,default=None):
 *     cdef:
 */
    values[2] = ((PyObject *)Py_None);
    values[3] = ((PyObject *)Py_None);

    /* "pandas/src/inference.pyx":779
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
    values[4] = ((PyObject *)Py_False);
    values[5] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dates)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_times)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_date_and_time", 0, 2, 6, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_date_parser);
          if (value) { values[2] = value; kw_args--; }
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_time_parser);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dayfirst);
          if (value) { values[4] = value; kw_args--; }
        }
        case  5:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_default);
          if (value) { values[5] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "try_parse_date_and_time") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_dates = ((PyArrayObject *)values[0]);
    __pyx_v_times = ((PyArrayObject *)values[1]);
    __pyx_v_date_parser = values[2];
    __pyx_v_time_parser = values[3];
    __pyx_v_dayfirst = values[4];
    __pyx_v_default = values[5];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("try_parse_date_and_time", 0, 2, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_dates), __pyx_ptype_5numpy_ndarray, 1, "dates", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_times), __pyx_ptype_5numpy_ndarray, 1, "times", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_181try_parse_date_and_time(__pyx_self, __pyx_v_dates, __pyx_v_times, __pyx_v_date_parser, __pyx_v_time_parser, __pyx_v_dayfirst, __pyx_v_default);

  /* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":800
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_1parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_23try_parse_date_and_time_1parse_date = {"parse_date", (PyCFunction)__pyx_pw_6pandas_3lib_23try_parse_date_and_time_1parse_date, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_1parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("parse_date (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_23try_parse_date_and_time_parse_date(__pyx_self, ((PyObject *)__pyx_v_s));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_23try_parse_date_and_time_parse_date(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_cur_scope;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("parse_date", 0);
  __pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "pandas/src/inference.pyx":801
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 *                 try:             # <<<<<<<<<<<<<<
 *                     return date.strptime(s, '%m/%d/%Y')
 *                 except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/inference.pyx":802
 *             def parse_date(s):
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')             # <<<<<<<<<<<<<<
 *                 except Exception:
 *                     return s
 */
      __Pyx_XDECREF(__pyx_r);
      if (unlikely(!__pyx_cur_scope->__pyx_v_date)) { __Pyx_RaiseClosureNameError("date"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L3_error;} }
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_date, __pyx_n_s_strptime); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = NULL;
      __pyx_t_7 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_7 = 1;
        }
      }
      __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (__pyx_t_6) {
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
      }
      __Pyx_INCREF(__pyx_v_s);
      PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_v_s);
      __Pyx_GIVEREF(__pyx_v_s);
      __Pyx_INCREF(__pyx_kp_s_m_d_Y);
      PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_kp_s_m_d_Y);
      __Pyx_GIVEREF(__pyx_kp_s_m_d_Y);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_r = __pyx_t_4;
      __pyx_t_4 = 0;
      goto __pyx_L7_try_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "pandas/src/inference.pyx":803
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')
 *                 except Exception:             # <<<<<<<<<<<<<<
 *                     return s
 *     else:
 */
    __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_9) {
      __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.parse_date", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_5, &__pyx_t_8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_8);

      /* "pandas/src/inference.pyx":804
 *                     return date.strptime(s, '%m/%d/%Y')
 *                 except Exception:
 *                     return s             # <<<<<<<<<<<<<<
 *     else:
 *         parse_date = date_parser
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_s);
      __pyx_r = __pyx_v_s;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":800
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.parse_date", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":813
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_3parse_time(PyObject *__pyx_self, PyObject *__pyx_v_s); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_23try_parse_date_and_time_3parse_time = {"parse_time", (PyCFunction)__pyx_pw_6pandas_3lib_23try_parse_date_and_time_3parse_time, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_3parse_time(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("parse_time (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_3lib_23try_parse_date_and_time_2parse_time(__pyx_self, ((PyObject *)__pyx_v_s));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_23try_parse_date_and_time_2parse_time(PyObject *__pyx_self, PyObject *__pyx_v_s) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_cur_scope;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("parse_time", 0);
  __pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;

  /* "pandas/src/inference.pyx":814
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):
 *                 try:             # <<<<<<<<<<<<<<
 *                     return time.strptime(s, '%H:%M:%S')
 *                 except Exception:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/src/inference.pyx":815
 *             def parse_time(s):
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')             # <<<<<<<<<<<<<<
 *                 except Exception:
 *                     return s
 */
      __Pyx_XDECREF(__pyx_r);
      if (unlikely(!__pyx_cur_scope->__pyx_v_time)) { __Pyx_RaiseClosureNameError("time"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L3_error;} }
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_time, __pyx_n_s_strptime); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = NULL;
      __pyx_t_7 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_7 = 1;
        }
      }
      __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_8);
      if (__pyx_t_6) {
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
      }
      __Pyx_INCREF(__pyx_v_s);
      PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_v_s);
      __Pyx_GIVEREF(__pyx_v_s);
      __Pyx_INCREF(__pyx_kp_s_H_M_S);
      PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_kp_s_H_M_S);
      __Pyx_GIVEREF(__pyx_kp_s_H_M_S);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_r = __pyx_t_4;
      __pyx_t_4 = 0;
      goto __pyx_L7_try_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "pandas/src/inference.pyx":816
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')
 *                 except Exception:             # <<<<<<<<<<<<<<
 *                     return s
 * 
 */
    __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_9) {
      __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.parse_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_5, &__pyx_t_8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 816; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_8);

      /* "pandas/src/inference.pyx":817
 *                     return time.strptime(s, '%H:%M:%S')
 *                 except Exception:
 *                     return s             # <<<<<<<<<<<<<<
 * 
 *     else:
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_s);
      __pyx_r = __pyx_v_s;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":813
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.parse_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":798
 *         try:
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_4lambda2(PyObject *__pyx_self, PyObject *__pyx_v_x); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_23try_parse_date_and_time_4lambda2 = {"lambda2", (PyCFunction)__pyx_pw_6pandas_3lib_23try_parse_date_and_time_4lambda2, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_4lambda2(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda2 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda2(__pyx_self, ((PyObject *)__pyx_v_x));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_lambda_funcdef_lambda2(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_cur_scope;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda2", 0);
  __pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_parse)) { __Pyx_RaiseClosureNameError("parse"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_x);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_x);
  __Pyx_GIVEREF(__pyx_v_x);
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (unlikely(!__pyx_cur_scope->__pyx_v_dayfirst)) { __Pyx_RaiseClosureNameError("dayfirst"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dayfirst, __pyx_cur_scope->__pyx_v_dayfirst) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__pyx_cur_scope->__pyx_v_default)) { __Pyx_RaiseClosureNameError("default"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_default, __pyx_cur_scope->__pyx_v_default) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_cur_scope->__pyx_v_parse, __pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.lambda2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":811
 *         try:
 *             from dateutil.parser import parse
 *             parse_time = lambda x: parse(x)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_5lambda3(PyObject *__pyx_self, PyObject *__pyx_v_x); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_23try_parse_date_and_time_5lambda3 = {"lambda3", (PyCFunction)__pyx_pw_6pandas_3lib_23try_parse_date_and_time_5lambda3, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_23try_parse_date_and_time_5lambda3(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("lambda3 (wrapper)", 0);
  __pyx_r = __pyx_lambda_funcdef_lambda3(__pyx_self, ((PyObject *)__pyx_v_x));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_lambda_funcdef_lambda3(PyObject *__pyx_self, PyObject *__pyx_v_x) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_cur_scope;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_outer_scope;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("lambda3", 0);
  __pyx_outer_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *) __Pyx_CyFunction_GetClosure(__pyx_self);
  __pyx_cur_scope = __pyx_outer_scope;
  __Pyx_XDECREF(__pyx_r);
  if (unlikely(!__pyx_cur_scope->__pyx_v_parse)) { __Pyx_RaiseClosureNameError("parse"); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_parse);
  __pyx_t_2 = __pyx_cur_scope->__pyx_v_parse; __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_x); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_x);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_x);
    __Pyx_GIVEREF(__pyx_v_x);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time.lambda3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */

static PyObject *__pyx_pf_6pandas_3lib_181try_parse_date_and_time(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dates, PyArrayObject *__pyx_v_times, PyObject *__pyx_v_date_parser, PyObject *__pyx_v_time_parser, PyObject *__pyx_v_dayfirst, PyObject *__pyx_v_default) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_cur_scope;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_datetime = NULL;
  CYTHON_UNUSED PyObject *__pyx_v_timedelta = NULL;
  PyObject *__pyx_v_parse_date = NULL;
  PyObject *__pyx_v_parse_time = NULL;
  PyObject *__pyx_v_d = NULL;
  PyObject *__pyx_v_t = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_dates;
  __Pyx_Buffer __pyx_pybuffer_dates;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_times;
  __Pyx_Buffer __pyx_pybuffer_times;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  PyObject *__pyx_t_13 = NULL;
  PyObject *__pyx_t_14 = NULL;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  PyObject *__pyx_t_17 = NULL;
  PyObject *__pyx_t_18 = NULL;
  PyObject *__pyx_t_19 = NULL;
  Py_ssize_t __pyx_t_20;
  PyObject *__pyx_t_21 = NULL;
  PyObject **__pyx_t_22;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("try_parse_date_and_time", 0);
  __pyx_cur_scope = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *)__pyx_tp_new_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(__pyx_ptype_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time, __pyx_empty_tuple, NULL);
  if (unlikely(!__pyx_cur_scope)) {
    __Pyx_RefNannyFinishContext();
    return NULL;
  }
  __Pyx_GOTREF(__pyx_cur_scope);
  __pyx_cur_scope->__pyx_v_dayfirst = __pyx_v_dayfirst;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_dayfirst);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_dayfirst);
  __pyx_cur_scope->__pyx_v_default = __pyx_v_default;
  __Pyx_INCREF(__pyx_cur_scope->__pyx_v_default);
  __Pyx_GIVEREF(__pyx_cur_scope->__pyx_v_default);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_dates.pybuffer.buf = NULL;
  __pyx_pybuffer_dates.refcount = 0;
  __pyx_pybuffernd_dates.data = NULL;
  __pyx_pybuffernd_dates.rcbuffer = &__pyx_pybuffer_dates;
  __pyx_pybuffer_times.pybuffer.buf = NULL;
  __pyx_pybuffer_times.refcount = 0;
  __pyx_pybuffernd_times.data = NULL;
  __pyx_pybuffernd_times.rcbuffer = &__pyx_pybuffer_times;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_dates.rcbuffer->pybuffer, (PyObject*)__pyx_v_dates, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_dates.diminfo[0].strides = __pyx_pybuffernd_dates.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_dates.diminfo[0].shape = __pyx_pybuffernd_dates.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_times.rcbuffer->pybuffer, (PyObject*)__pyx_v_times, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_times.diminfo[0].strides = __pyx_pybuffernd_times.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_times.diminfo[0].shape = __pyx_pybuffernd_times.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":784
 *         ndarray[object] result
 * 
 *     from datetime import date, time, datetime, timedelta             # <<<<<<<<<<<<<<
 * 
 *     n = len(dates)
 */
  __pyx_t_1 = PyList_New(4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_date);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_date);
  __Pyx_GIVEREF(__pyx_n_s_date);
  __Pyx_INCREF(__pyx_n_s_time);
  PyList_SET_ITEM(__pyx_t_1, 1, __pyx_n_s_time);
  __Pyx_GIVEREF(__pyx_n_s_time);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_1, 2, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __Pyx_INCREF(__pyx_n_s_timedelta);
  PyList_SET_ITEM(__pyx_t_1, 3, __pyx_n_s_timedelta);
  __Pyx_GIVEREF(__pyx_n_s_timedelta);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_date); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_cur_scope->__pyx_v_date = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_time); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_cur_scope->__pyx_v_time = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_datetime); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_datetime = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_timedelta); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 784; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_timedelta = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":786
 *     from datetime import date, time, datetime, timedelta
 * 
 *     n = len(dates)             # <<<<<<<<<<<<<<
 *     if len(times) != n:
 *         raise ValueError('Length of dates and times must be equal')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_dates)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 786; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_3;

  /* "pandas/src/inference.pyx":787
 * 
 *     n = len(dates)
 *     if len(times) != n:             # <<<<<<<<<<<<<<
 *         raise ValueError('Length of dates and times must be equal')
 *     result = np.empty(n, dtype='O')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_times)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 787; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (__pyx_t_4) {

    /* "pandas/src/inference.pyx":788
 *     n = len(dates)
 *     if len(times) != n:
 *         raise ValueError('Length of dates and times must be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__50, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 788; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 788; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/src/inference.pyx":789
 *     if len(times) != n:
 *         raise ValueError('Length of dates and times must be equal')
 *     result = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     if date_parser is None:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/src/inference.pyx":791
 *     result = np.empty(n, dtype='O')
 * 
 *     if date_parser is None:             # <<<<<<<<<<<<<<
 *         if default is None: # GH2618
 *            date=datetime.now()
 */
  __pyx_t_4 = (__pyx_v_date_parser == Py_None);
  __pyx_t_12 = (__pyx_t_4 != 0);
  if (__pyx_t_12) {

    /* "pandas/src/inference.pyx":792
 * 
 *     if date_parser is None:
 *         if default is None: # GH2618             # <<<<<<<<<<<<<<
 *            date=datetime.now()
 *            default=datetime(date.year,date.month,1)
 */
    __pyx_t_12 = (__pyx_cur_scope->__pyx_v_default == Py_None);
    __pyx_t_4 = (__pyx_t_12 != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":793
 *     if date_parser is None:
 *         if default is None: # GH2618
 *            date=datetime.now()             # <<<<<<<<<<<<<<
 *            default=datetime(date.year,date.month,1)
 * 
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_datetime, __pyx_n_s_now); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 793; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_5 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_5)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_5);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (__pyx_t_5) {
        __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 793; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      } else {
        __pyx_t_6 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 793; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_date);
      __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_date, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_t_6 = 0;

      /* "pandas/src/inference.pyx":794
 *         if default is None: # GH2618
 *            date=datetime.now()
 *            default=datetime(date.year,date.month,1)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_date, __pyx_n_s_year); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 794; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_cur_scope->__pyx_v_date, __pyx_n_s_month); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 794; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_v_datetime);
      __pyx_t_1 = __pyx_v_datetime; __pyx_t_13 = NULL;
      __pyx_t_3 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
        __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_1);
        if (likely(__pyx_t_13)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
          __Pyx_INCREF(__pyx_t_13);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_1, function);
          __pyx_t_3 = 1;
        }
      }
      __pyx_t_14 = PyTuple_New(3+__pyx_t_3); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 794; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_14);
      if (__pyx_t_13) {
        PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_13); __Pyx_GIVEREF(__pyx_t_13); __pyx_t_13 = NULL;
      }
      PyTuple_SET_ITEM(__pyx_t_14, 0+__pyx_t_3, __pyx_t_2);
      __Pyx_GIVEREF(__pyx_t_2);
      PyTuple_SET_ITEM(__pyx_t_14, 1+__pyx_t_3, __pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_int_1);
      PyTuple_SET_ITEM(__pyx_t_14, 2+__pyx_t_3, __pyx_int_1);
      __Pyx_GIVEREF(__pyx_int_1);
      __pyx_t_2 = 0;
      __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_14, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 794; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_GOTREF(__pyx_cur_scope->__pyx_v_default);
      __Pyx_DECREF_SET(__pyx_cur_scope->__pyx_v_default, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_t_6 = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;

    /* "pandas/src/inference.pyx":796
 *            default=datetime(date.year,date.month,1)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_11, &__pyx_t_10, &__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_11);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_9);
      /*try:*/ {

        /* "pandas/src/inference.pyx":797
 * 
 *         try:
 *             from dateutil.parser import parse             # <<<<<<<<<<<<<<
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover
 */
        __pyx_t_6 = PyList_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 797; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_INCREF(__pyx_n_s_parse);
        PyList_SET_ITEM(__pyx_t_6, 0, __pyx_n_s_parse);
        __Pyx_GIVEREF(__pyx_n_s_parse);
        __pyx_t_1 = __Pyx_Import(__pyx_n_s_dateutil_parser, __pyx_t_6, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 797; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_t_6 = __Pyx_ImportFrom(__pyx_t_1, __pyx_n_s_parse); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 797; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_6);
        __pyx_cur_scope->__pyx_v_parse = __pyx_t_6;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

        /* "pandas/src/inference.pyx":798
 *         try:
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):
 */
        __pyx_t_1 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_23try_parse_date_and_time_4lambda2, 0, __pyx_n_s_try_parse_date_and_time_locals_l, ((PyObject*)__pyx_cur_scope), __pyx_n_s_pandas_lib, __pyx_d, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_v_parse_date = __pyx_t_1;
        __pyx_t_1 = 0;
      }
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      goto __pyx_L13_try_end;
      __pyx_L6_error:;
      __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

      /* "pandas/src/inference.pyx":799
 *             from dateutil.parser import parse
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover             # <<<<<<<<<<<<<<
 *             def parse_date(s):
 *                 try:
 */
      __pyx_t_8 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
      if (__pyx_t_8) {
        __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_6, &__pyx_t_14) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GOTREF(__pyx_t_14);

        /* "pandas/src/inference.pyx":800
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')
 */
        __pyx_t_5 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_23try_parse_date_and_time_1parse_date, 0, __pyx_n_s_try_parse_date_and_time_locals_p, ((PyObject*)__pyx_cur_scope), __pyx_n_s_pandas_lib, __pyx_d, ((PyObject *)__pyx_codeobj__52)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_XDECREF_SET(__pyx_v_parse_date, __pyx_t_5);
        __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        goto __pyx_L7_exception_handled;
      }
      goto __pyx_L8_except_error;
      __pyx_L8_except_error:;
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_10, __pyx_t_9);
      goto __pyx_L1_error;
      __pyx_L7_exception_handled:;
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_ExceptionReset(__pyx_t_11, __pyx_t_10, __pyx_t_9);
      __pyx_L13_try_end:;
    }
    goto __pyx_L4;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":806
 *                     return s
 *     else:
 *         parse_date = date_parser             # <<<<<<<<<<<<<<
 * 
 *     if time_parser is None:
 */
    __Pyx_INCREF(__pyx_v_date_parser);
    __pyx_v_parse_date = __pyx_v_date_parser;
  }
  __pyx_L4:;

  /* "pandas/src/inference.pyx":808
 *         parse_date = date_parser
 * 
 *     if time_parser is None:             # <<<<<<<<<<<<<<
 *         try:
 *             from dateutil.parser import parse
 */
  __pyx_t_4 = (__pyx_v_time_parser == Py_None);
  __pyx_t_12 = (__pyx_t_4 != 0);
  if (__pyx_t_12) {

    /* "pandas/src/inference.pyx":809
 * 
 *     if time_parser is None:
 *         try:             # <<<<<<<<<<<<<<
 *             from dateutil.parser import parse
 *             parse_time = lambda x: parse(x)
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_11);
      /*try:*/ {

        /* "pandas/src/inference.pyx":810
 *     if time_parser is None:
 *         try:
 *             from dateutil.parser import parse             # <<<<<<<<<<<<<<
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover
 */
        __pyx_t_14 = PyList_New(1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_INCREF(__pyx_n_s_parse);
        PyList_SET_ITEM(__pyx_t_14, 0, __pyx_n_s_parse);
        __Pyx_GIVEREF(__pyx_n_s_parse);
        __pyx_t_6 = __Pyx_Import(__pyx_n_s_dateutil_parser, __pyx_t_14, -1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        __pyx_t_14 = __Pyx_ImportFrom(__pyx_t_6, __pyx_n_s_parse); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 810; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_INCREF(__pyx_t_14);
        __Pyx_XGOTREF(__pyx_cur_scope->__pyx_v_parse);
        __Pyx_XDECREF_SET(__pyx_cur_scope->__pyx_v_parse, __pyx_t_14);
        __Pyx_GIVEREF(__pyx_t_14);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

        /* "pandas/src/inference.pyx":811
 *         try:
 *             from dateutil.parser import parse
 *             parse_time = lambda x: parse(x)             # <<<<<<<<<<<<<<
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):
 */
        __pyx_t_6 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_23try_parse_date_and_time_5lambda3, 0, __pyx_n_s_try_parse_date_and_time_locals_l, ((PyObject*)__pyx_cur_scope), __pyx_n_s_pandas_lib, __pyx_d, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 811; __pyx_clineno = __LINE__; goto __pyx_L17_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_v_parse_time = __pyx_t_6;
        __pyx_t_6 = 0;
      }
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
      goto __pyx_L24_try_end;
      __pyx_L17_error:;
      __Pyx_XDECREF(__pyx_t_13); __pyx_t_13 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;

      /* "pandas/src/inference.pyx":812
 *             from dateutil.parser import parse
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover             # <<<<<<<<<<<<<<
 *             def parse_time(s):
 *                 try:
 */
      __pyx_t_8 = PyErr_ExceptionMatches(__pyx_builtin_ImportError);
      if (__pyx_t_8) {
        __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_6, &__pyx_t_14, &__pyx_t_1) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 812; __pyx_clineno = __LINE__; goto __pyx_L19_except_error;}
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GOTREF(__pyx_t_14);
        __Pyx_GOTREF(__pyx_t_1);

        /* "pandas/src/inference.pyx":813
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')
 */
        __pyx_t_5 = __Pyx_CyFunction_NewEx(&__pyx_mdef_6pandas_3lib_23try_parse_date_and_time_3parse_time, 0, __pyx_n_s_try_parse_date_and_time_locals_p_2, ((PyObject*)__pyx_cur_scope), __pyx_n_s_pandas_lib, __pyx_d, ((PyObject *)__pyx_codeobj__54)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 813; __pyx_clineno = __LINE__; goto __pyx_L19_except_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_XDECREF_SET(__pyx_v_parse_time, __pyx_t_5);
        __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        goto __pyx_L18_exception_handled;
      }
      goto __pyx_L19_except_error;
      __pyx_L19_except_error:;
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      goto __pyx_L1_error;
      __pyx_L18_exception_handled:;
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_XGIVEREF(__pyx_t_11);
      __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      __pyx_L24_try_end:;
    }
    goto __pyx_L16;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":820
 * 
 *     else:
 *         parse_time = time_parser             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
    __Pyx_INCREF(__pyx_v_time_parser);
    __pyx_v_parse_time = __pyx_v_time_parser;
  }
  __pyx_L16:;

  /* "pandas/src/inference.pyx":822
 *         parse_time = time_parser
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         d = parse_date(str(dates[i]))
 *         t = parse_time(str(times[i]))
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":823
 * 
 *     for i from 0 <= i < n:
 *         d = parse_date(str(dates[i]))             # <<<<<<<<<<<<<<
 *         t = parse_time(str(times[i]))
 *         result[i] = datetime(d.year, d.month, d.day,
 */
    __pyx_t_15 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_15 < 0) {
      __pyx_t_15 += __pyx_pybuffernd_dates.diminfo[0].shape;
      if (unlikely(__pyx_t_15 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_dates.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_14 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_dates.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_dates.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_14);
    __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_14);
    __Pyx_GIVEREF(__pyx_t_14);
    __pyx_t_14 = 0;
    __pyx_t_14 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_6, NULL); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_14);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_INCREF(__pyx_v_parse_date);
    __pyx_t_6 = __pyx_v_parse_date; __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_6, __pyx_t_14); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_t_14);
      __Pyx_GIVEREF(__pyx_t_14);
      __pyx_t_14 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_2, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF_SET(__pyx_v_d, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "pandas/src/inference.pyx":824
 *     for i from 0 <= i < n:
 *         d = parse_date(str(dates[i]))
 *         t = parse_time(str(times[i]))             # <<<<<<<<<<<<<<
 *         result[i] = datetime(d.year, d.month, d.day,
 *                              t.hour, t.minute, t.second)
 */
    __pyx_t_16 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_16 < 0) {
      __pyx_t_16 += __pyx_pybuffernd_times.diminfo[0].shape;
      if (unlikely(__pyx_t_16 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_times.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_times.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_times.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_6 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_v_parse_time);
    __pyx_t_2 = __pyx_v_parse_time; __pyx_t_14 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_14)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_14);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_14) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_6); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_14); __Pyx_GIVEREF(__pyx_t_14); __pyx_t_14 = NULL;
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 824; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_1);
    __pyx_t_1 = 0;

    /* "pandas/src/inference.pyx":825
 *         d = parse_date(str(dates[i]))
 *         t = parse_time(str(times[i]))
 *         result[i] = datetime(d.year, d.month, d.day,             # <<<<<<<<<<<<<<
 *                              t.hour, t.minute, t.second)
 * 
 */
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_d, __pyx_n_s_year); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_d, __pyx_n_s_month); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_d, __pyx_n_s_day); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);

    /* "pandas/src/inference.pyx":826
 *         t = parse_time(str(times[i]))
 *         result[i] = datetime(d.year, d.month, d.day,
 *                              t.hour, t.minute, t.second)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_14 = __Pyx_PyObject_GetAttrStr(__pyx_v_t, __pyx_n_s_hour); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 826; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_14);
    __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_v_t, __pyx_n_s_minute); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 826; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_13);
    __pyx_t_17 = __Pyx_PyObject_GetAttrStr(__pyx_v_t, __pyx_n_s_second); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 826; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_17);
    __Pyx_INCREF(__pyx_v_datetime);
    __pyx_t_18 = __pyx_v_datetime; __pyx_t_19 = NULL;
    __pyx_t_20 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_18))) {
      __pyx_t_19 = PyMethod_GET_SELF(__pyx_t_18);
      if (likely(__pyx_t_19)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_18);
        __Pyx_INCREF(__pyx_t_19);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_18, function);
        __pyx_t_20 = 1;
      }
    }
    __pyx_t_21 = PyTuple_New(6+__pyx_t_20); if (unlikely(!__pyx_t_21)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_21);
    if (__pyx_t_19) {
      PyTuple_SET_ITEM(__pyx_t_21, 0, __pyx_t_19); __Pyx_GIVEREF(__pyx_t_19); __pyx_t_19 = NULL;
    }
    PyTuple_SET_ITEM(__pyx_t_21, 0+__pyx_t_20, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_21, 1+__pyx_t_20, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_21, 2+__pyx_t_20, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_21, 3+__pyx_t_20, __pyx_t_14);
    __Pyx_GIVEREF(__pyx_t_14);
    PyTuple_SET_ITEM(__pyx_t_21, 4+__pyx_t_20, __pyx_t_13);
    __Pyx_GIVEREF(__pyx_t_13);
    PyTuple_SET_ITEM(__pyx_t_21, 5+__pyx_t_20, __pyx_t_17);
    __Pyx_GIVEREF(__pyx_t_17);
    __pyx_t_2 = 0;
    __pyx_t_5 = 0;
    __pyx_t_6 = 0;
    __pyx_t_14 = 0;
    __pyx_t_13 = 0;
    __pyx_t_17 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_18, __pyx_t_21, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_21); __pyx_t_21 = 0;
    __Pyx_DECREF(__pyx_t_18); __pyx_t_18 = 0;

    /* "pandas/src/inference.pyx":825
 *         d = parse_date(str(dates[i]))
 *         t = parse_time(str(times[i]))
 *         result[i] = datetime(d.year, d.month, d.day,             # <<<<<<<<<<<<<<
 *                              t.hour, t.minute, t.second)
 * 
 */
    __pyx_t_20 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_20 < 0) {
      __pyx_t_20 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_20 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_20 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_22 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_22);
    __Pyx_INCREF(__pyx_t_1); __Pyx_DECREF(*__pyx_t_22);
    *__pyx_t_22 = __pyx_t_1;
    __Pyx_GIVEREF(*__pyx_t_22);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/src/inference.pyx":828
 *                              t.hour, t.minute, t.second)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_XDECREF(__pyx_t_14);
  __Pyx_XDECREF(__pyx_t_17);
  __Pyx_XDECREF(__pyx_t_18);
  __Pyx_XDECREF(__pyx_t_19);
  __Pyx_XDECREF(__pyx_t_21);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dates.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_times.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.try_parse_date_and_time", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_dates.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_times.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_datetime);
  __Pyx_XDECREF(__pyx_v_timedelta);
  __Pyx_XDECREF(__pyx_v_parse_date);
  __Pyx_XDECREF(__pyx_v_parse_time);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XDECREF(__pyx_v_t);
  __Pyx_DECREF(((PyObject *)__pyx_cur_scope));
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":831
 * 
 * 
 * def try_parse_year_month_day(ndarray[object] years, ndarray[object] months,             # <<<<<<<<<<<<<<
 *                              ndarray[object] days):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_184try_parse_year_month_day(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_184try_parse_year_month_day = {"try_parse_year_month_day", (PyCFunction)__pyx_pw_6pandas_3lib_184try_parse_year_month_day, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_184try_parse_year_month_day(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_years = 0;
  PyArrayObject *__pyx_v_months = 0;
  PyArrayObject *__pyx_v_days = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("try_parse_year_month_day (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_years,&__pyx_n_s_months,&__pyx_n_s_days,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_years)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_months)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_year_month_day", 1, 3, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_days)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_year_month_day", 1, 3, 3, 2); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "try_parse_year_month_day") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_years = ((PyArrayObject *)values[0]);
    __pyx_v_months = ((PyArrayObject *)values[1]);
    __pyx_v_days = ((PyArrayObject *)values[2]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("try_parse_year_month_day", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.try_parse_year_month_day", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_years), __pyx_ptype_5numpy_ndarray, 1, "years", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_months), __pyx_ptype_5numpy_ndarray, 1, "months", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_days), __pyx_ptype_5numpy_ndarray, 1, "days", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 832; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_183try_parse_year_month_day(__pyx_self, __pyx_v_years, __pyx_v_months, __pyx_v_days);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_183try_parse_year_month_day(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_years, PyArrayObject *__pyx_v_months, PyArrayObject *__pyx_v_days) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_datetime = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_days;
  __Pyx_Buffer __pyx_pybuffer_days;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_months;
  __Pyx_Buffer __pyx_pybuffer_months;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_years;
  __Pyx_Buffer __pyx_pybuffer_years;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  PyObject *__pyx_t_16 = NULL;
  PyObject *__pyx_t_17 = NULL;
  Py_ssize_t __pyx_t_18;
  PyObject *__pyx_t_19 = NULL;
  PyObject **__pyx_t_20;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("try_parse_year_month_day", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_years.pybuffer.buf = NULL;
  __pyx_pybuffer_years.refcount = 0;
  __pyx_pybuffernd_years.data = NULL;
  __pyx_pybuffernd_years.rcbuffer = &__pyx_pybuffer_years;
  __pyx_pybuffer_months.pybuffer.buf = NULL;
  __pyx_pybuffer_months.refcount = 0;
  __pyx_pybuffernd_months.data = NULL;
  __pyx_pybuffernd_months.rcbuffer = &__pyx_pybuffer_months;
  __pyx_pybuffer_days.pybuffer.buf = NULL;
  __pyx_pybuffer_days.refcount = 0;
  __pyx_pybuffernd_days.data = NULL;
  __pyx_pybuffernd_days.rcbuffer = &__pyx_pybuffer_days;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_years.rcbuffer->pybuffer, (PyObject*)__pyx_v_years, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_years.diminfo[0].strides = __pyx_pybuffernd_years.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_years.diminfo[0].shape = __pyx_pybuffernd_years.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_months.rcbuffer->pybuffer, (PyObject*)__pyx_v_months, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_months.diminfo[0].strides = __pyx_pybuffernd_months.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_months.diminfo[0].shape = __pyx_pybuffernd_months.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_days.rcbuffer->pybuffer, (PyObject*)__pyx_v_days, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_days.diminfo[0].strides = __pyx_pybuffernd_days.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_days.diminfo[0].shape = __pyx_pybuffernd_days.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":837
 *         ndarray[object] result
 * 
 *     from datetime import datetime             # <<<<<<<<<<<<<<
 * 
 *     n = len(years)
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_datetime); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_datetime = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":839
 *     from datetime import datetime
 * 
 *     n = len(years)             # <<<<<<<<<<<<<<
 *     if len(months) != n or len(days) != n:
 *         raise ValueError('Length of years/months/days must all be equal')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_years)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 839; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_3;

  /* "pandas/src/inference.pyx":840
 * 
 *     n = len(years)
 *     if len(months) != n or len(days) != n:             # <<<<<<<<<<<<<<
 *         raise ValueError('Length of years/months/days must all be equal')
 *     result = np.empty(n, dtype='O')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_months)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (!__pyx_t_5) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_4 = __pyx_t_5;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_days)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  __pyx_t_4 = __pyx_t_5;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_4) {

    /* "pandas/src/inference.pyx":841
 *     n = len(years)
 *     if len(months) != n or len(days) != n:
 *         raise ValueError('Length of years/months/days must all be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__55, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/src/inference.pyx":842
 *     if len(months) != n or len(days) != n:
 *         raise ValueError('Length of years/months/days must all be equal')
 *     result = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, __pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_7);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "pandas/src/inference.pyx":844
 *     result = np.empty(n, dtype='O')
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]))
 * 
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":845
 * 
 *     for i from 0 <= i < n:
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]))             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_years.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_years.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_years.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_years.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_6 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_months.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_months.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_months.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_months.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_1 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_15 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_15 < 0) {
      __pyx_t_15 += __pyx_pybuffernd_days.diminfo[0].shape;
      if (unlikely(__pyx_t_15 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_days.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_days.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_days.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_16 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_16)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_16);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_v_datetime);
    __pyx_t_2 = __pyx_v_datetime; __pyx_t_17 = NULL;
    __pyx_t_18 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_17 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_17)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_17);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
        __pyx_t_18 = 1;
      }
    }
    __pyx_t_19 = PyTuple_New(3+__pyx_t_18); if (unlikely(!__pyx_t_19)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_19);
    if (__pyx_t_17) {
      PyTuple_SET_ITEM(__pyx_t_19, 0, __pyx_t_17); __Pyx_GIVEREF(__pyx_t_17); __pyx_t_17 = NULL;
    }
    PyTuple_SET_ITEM(__pyx_t_19, 0+__pyx_t_18, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_19, 1+__pyx_t_18, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_19, 2+__pyx_t_18, __pyx_t_16);
    __Pyx_GIVEREF(__pyx_t_16);
    __pyx_t_6 = 0;
    __pyx_t_1 = 0;
    __pyx_t_16 = 0;
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_19, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_19); __pyx_t_19 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_18 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_18 < 0) {
      __pyx_t_18 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_18 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_20 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_20);
    __Pyx_INCREF(__pyx_t_7); __Pyx_DECREF(*__pyx_t_20);
    *__pyx_t_20 = __pyx_t_7;
    __Pyx_GIVEREF(*__pyx_t_20);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }

  /* "pandas/src/inference.pyx":847
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]))
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def try_parse_datetime_components(ndarray[object] years,
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":831
 * 
 * 
 * def try_parse_year_month_day(ndarray[object] years, ndarray[object] months,             # <<<<<<<<<<<<<<
 *                              ndarray[object] days):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_16);
  __Pyx_XDECREF(__pyx_t_17);
  __Pyx_XDECREF(__pyx_t_19);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_days.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_months.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_years.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.try_parse_year_month_day", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_days.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_months.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_years.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_datetime);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":849
 *     return result
 * 
 * def try_parse_datetime_components(ndarray[object] years,             # <<<<<<<<<<<<<<
 *                                   ndarray[object] months,
 *                                   ndarray[object] days,
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_186try_parse_datetime_components(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_186try_parse_datetime_components = {"try_parse_datetime_components", (PyCFunction)__pyx_pw_6pandas_3lib_186try_parse_datetime_components, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_186try_parse_datetime_components(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_years = 0;
  PyArrayObject *__pyx_v_months = 0;
  PyArrayObject *__pyx_v_days = 0;
  PyArrayObject *__pyx_v_hours = 0;
  PyArrayObject *__pyx_v_minutes = 0;
  PyArrayObject *__pyx_v_seconds = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("try_parse_datetime_components (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_years,&__pyx_n_s_months,&__pyx_n_s_days,&__pyx_n_s_hours,&__pyx_n_s_minutes,&__pyx_n_s_seconds,0};
    PyObject* values[6] = {0,0,0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_years)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_months)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_days)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, 2); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (likely((values[3] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_hours)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, 3); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  4:
        if (likely((values[4] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_minutes)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, 4); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  5:
        if (likely((values[5] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_seconds)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, 5); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "try_parse_datetime_components") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 6) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
      values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
      values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
      values[5] = PyTuple_GET_ITEM(__pyx_args, 5);
    }
    __pyx_v_years = ((PyArrayObject *)values[0]);
    __pyx_v_months = ((PyArrayObject *)values[1]);
    __pyx_v_days = ((PyArrayObject *)values[2]);
    __pyx_v_hours = ((PyArrayObject *)values[3]);
    __pyx_v_minutes = ((PyArrayObject *)values[4]);
    __pyx_v_seconds = ((PyArrayObject *)values[5]);
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("try_parse_datetime_components", 1, 6, 6, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.try_parse_datetime_components", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_years), __pyx_ptype_5numpy_ndarray, 1, "years", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_months), __pyx_ptype_5numpy_ndarray, 1, "months", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 850; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_days), __pyx_ptype_5numpy_ndarray, 1, "days", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 851; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_hours), __pyx_ptype_5numpy_ndarray, 1, "hours", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 852; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_minutes), __pyx_ptype_5numpy_ndarray, 1, "minutes", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_seconds), __pyx_ptype_5numpy_ndarray, 1, "seconds", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 854; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_185try_parse_datetime_components(__pyx_self, __pyx_v_years, __pyx_v_months, __pyx_v_days, __pyx_v_hours, __pyx_v_minutes, __pyx_v_seconds);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_185try_parse_datetime_components(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_years, PyArrayObject *__pyx_v_months, PyArrayObject *__pyx_v_days, PyArrayObject *__pyx_v_hours, PyArrayObject *__pyx_v_minutes, PyArrayObject *__pyx_v_seconds) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  int __pyx_v_secs;
  double __pyx_v_float_secs;
  double __pyx_v_micros;
  PyObject *__pyx_v_datetime = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_days;
  __Pyx_Buffer __pyx_pybuffer_days;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_hours;
  __Pyx_Buffer __pyx_pybuffer_hours;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_minutes;
  __Pyx_Buffer __pyx_pybuffer_minutes;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_months;
  __Pyx_Buffer __pyx_pybuffer_months;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_seconds;
  __Pyx_Buffer __pyx_pybuffer_seconds;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_years;
  __Pyx_Buffer __pyx_pybuffer_years;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  double __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  PyObject *__pyx_t_18 = NULL;
  Py_ssize_t __pyx_t_19;
  PyObject *__pyx_t_20 = NULL;
  Py_ssize_t __pyx_t_21;
  PyObject *__pyx_t_22 = NULL;
  PyObject *__pyx_t_23 = NULL;
  PyObject *__pyx_t_24 = NULL;
  PyObject *__pyx_t_25 = NULL;
  Py_ssize_t __pyx_t_26;
  PyObject *__pyx_t_27 = NULL;
  PyObject **__pyx_t_28;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("try_parse_datetime_components", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_years.pybuffer.buf = NULL;
  __pyx_pybuffer_years.refcount = 0;
  __pyx_pybuffernd_years.data = NULL;
  __pyx_pybuffernd_years.rcbuffer = &__pyx_pybuffer_years;
  __pyx_pybuffer_months.pybuffer.buf = NULL;
  __pyx_pybuffer_months.refcount = 0;
  __pyx_pybuffernd_months.data = NULL;
  __pyx_pybuffernd_months.rcbuffer = &__pyx_pybuffer_months;
  __pyx_pybuffer_days.pybuffer.buf = NULL;
  __pyx_pybuffer_days.refcount = 0;
  __pyx_pybuffernd_days.data = NULL;
  __pyx_pybuffernd_days.rcbuffer = &__pyx_pybuffer_days;
  __pyx_pybuffer_hours.pybuffer.buf = NULL;
  __pyx_pybuffer_hours.refcount = 0;
  __pyx_pybuffernd_hours.data = NULL;
  __pyx_pybuffernd_hours.rcbuffer = &__pyx_pybuffer_hours;
  __pyx_pybuffer_minutes.pybuffer.buf = NULL;
  __pyx_pybuffer_minutes.refcount = 0;
  __pyx_pybuffernd_minutes.data = NULL;
  __pyx_pybuffernd_minutes.rcbuffer = &__pyx_pybuffer_minutes;
  __pyx_pybuffer_seconds.pybuffer.buf = NULL;
  __pyx_pybuffer_seconds.refcount = 0;
  __pyx_pybuffernd_seconds.data = NULL;
  __pyx_pybuffernd_seconds.rcbuffer = &__pyx_pybuffer_seconds;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_years.rcbuffer->pybuffer, (PyObject*)__pyx_v_years, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_years.diminfo[0].strides = __pyx_pybuffernd_years.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_years.diminfo[0].shape = __pyx_pybuffernd_years.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_months.rcbuffer->pybuffer, (PyObject*)__pyx_v_months, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_months.diminfo[0].strides = __pyx_pybuffernd_months.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_months.diminfo[0].shape = __pyx_pybuffernd_months.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_days.rcbuffer->pybuffer, (PyObject*)__pyx_v_days, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_days.diminfo[0].strides = __pyx_pybuffernd_days.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_days.diminfo[0].shape = __pyx_pybuffernd_days.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_hours.rcbuffer->pybuffer, (PyObject*)__pyx_v_hours, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_hours.diminfo[0].strides = __pyx_pybuffernd_hours.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_hours.diminfo[0].shape = __pyx_pybuffernd_hours.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_minutes.rcbuffer->pybuffer, (PyObject*)__pyx_v_minutes, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_minutes.diminfo[0].strides = __pyx_pybuffernd_minutes.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_minutes.diminfo[0].shape = __pyx_pybuffernd_minutes.rcbuffer->pybuffer.shape[0];
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_seconds.rcbuffer->pybuffer, (PyObject*)__pyx_v_seconds, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_seconds.diminfo[0].strides = __pyx_pybuffernd_seconds.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_seconds.diminfo[0].shape = __pyx_pybuffernd_seconds.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":863
 *         double micros
 * 
 *     from datetime import datetime             # <<<<<<<<<<<<<<
 * 
 *     n = len(years)
 */
  __pyx_t_1 = PyList_New(1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_1, 0, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_1, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_datetime); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 863; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_t_1);
  __pyx_v_datetime = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":865
 *     from datetime import datetime
 * 
 *     n = len(years)             # <<<<<<<<<<<<<<
 *     if (len(months) != n or len(days) != n or len(hours) != n or
 *         len(minutes) != n or len(seconds) != n):
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_years)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 865; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_3;

  /* "pandas/src/inference.pyx":866
 * 
 *     n = len(years)
 *     if (len(months) != n or len(days) != n or len(hours) != n or             # <<<<<<<<<<<<<<
 *         len(minutes) != n or len(seconds) != n):
 *         raise ValueError('Length of all datetime components must be equal')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_months)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (!__pyx_t_5) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_4 = __pyx_t_5;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_days)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (!__pyx_t_5) {
    goto __pyx_L6_next_or;
  } else {
    __pyx_t_4 = __pyx_t_5;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L6_next_or:;
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_hours)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 866; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (!__pyx_t_5) {
    goto __pyx_L7_next_or;
  } else {
    __pyx_t_4 = __pyx_t_5;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L7_next_or:;

  /* "pandas/src/inference.pyx":867
 *     n = len(years)
 *     if (len(months) != n or len(days) != n or len(hours) != n or
 *         len(minutes) != n or len(seconds) != n):             # <<<<<<<<<<<<<<
 *         raise ValueError('Length of all datetime components must be equal')
 *     result = np.empty(n, dtype='O')
 */
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_minutes)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 867; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  if (!__pyx_t_5) {
    goto __pyx_L8_next_or;
  } else {
    __pyx_t_4 = __pyx_t_5;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L8_next_or:;
  __pyx_t_3 = PyObject_Length(((PyObject *)__pyx_v_seconds)); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 867; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = ((__pyx_t_3 != __pyx_v_n) != 0);
  __pyx_t_4 = __pyx_t_5;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_4) {

    /* "pandas/src/inference.pyx":868
 *     if (len(months) != n or len(days) != n or len(hours) != n or
 *         len(minutes) != n or len(seconds) != n):
 *         raise ValueError('Length of all datetime components must be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__56, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 868; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 868; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "pandas/src/inference.pyx":869
 *         len(minutes) != n or len(seconds) != n):
 *         raise ValueError('Length of all datetime components must be equal')
 *     result = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, __pyx_t_2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_7);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 869; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "pandas/src/inference.pyx":871
 *     result = np.empty(n, dtype='O')
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         float_secs = float(seconds[i])
 *         secs = int(float_secs)
 */
  __pyx_t_3 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":872
 * 
 *     for i from 0 <= i < n:
 *         float_secs = float(seconds[i])             # <<<<<<<<<<<<<<
 *         secs = int(float_secs)
 * 
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_seconds.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_seconds.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 872; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_seconds.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_seconds.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_7);
    __pyx_t_14 = __Pyx_PyObject_AsDouble(__pyx_t_7); if (unlikely(__pyx_t_14 == ((double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 872; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_v_float_secs = __pyx_t_14;

    /* "pandas/src/inference.pyx":873
 *     for i from 0 <= i < n:
 *         float_secs = float(seconds[i])
 *         secs = int(float_secs)             # <<<<<<<<<<<<<<
 * 
 *         micros = float_secs - secs
 */
    __pyx_v_secs = ((int)__pyx_v_float_secs);

    /* "pandas/src/inference.pyx":875
 *         secs = int(float_secs)
 * 
 *         micros = float_secs - secs             # <<<<<<<<<<<<<<
 *         if micros > 0:
 *             micros = micros * 1000000
 */
    __pyx_v_micros = (__pyx_v_float_secs - __pyx_v_secs);

    /* "pandas/src/inference.pyx":876
 * 
 *         micros = float_secs - secs
 *         if micros > 0:             # <<<<<<<<<<<<<<
 *             micros = micros * 1000000
 * 
 */
    __pyx_t_4 = ((__pyx_v_micros > 0.0) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":877
 *         micros = float_secs - secs
 *         if micros > 0:
 *             micros = micros * 1000000             # <<<<<<<<<<<<<<
 * 
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]),
 */
      __pyx_v_micros = (__pyx_v_micros * 1000000.0);
      goto __pyx_L11;
    }
    __pyx_L11:;

    /* "pandas/src/inference.pyx":879
 *             micros = micros * 1000000
 * 
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]),             # <<<<<<<<<<<<<<
 *                              int(hours[i]), int(minutes[i]), secs,
 *                              int(micros))
 */
    __pyx_t_15 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_15 < 0) {
      __pyx_t_15 += __pyx_pybuffernd_years.diminfo[0].shape;
      if (unlikely(__pyx_t_15 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_years.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_years.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_years.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_6 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_16 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_16 < 0) {
      __pyx_t_16 += __pyx_pybuffernd_months.diminfo[0].shape;
      if (unlikely(__pyx_t_16 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_months.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_months.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_months.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_1 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_17 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_17 < 0) {
      __pyx_t_17 += __pyx_pybuffernd_days.diminfo[0].shape;
      if (unlikely(__pyx_t_17 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_days.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_days.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_days.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_18 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_18)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_18);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":880
 * 
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]),
 *                              int(hours[i]), int(minutes[i]), secs,             # <<<<<<<<<<<<<<
 *                              int(micros))
 * 
 */
    __pyx_t_19 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_19 < 0) {
      __pyx_t_19 += __pyx_pybuffernd_hours.diminfo[0].shape;
      if (unlikely(__pyx_t_19 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_hours.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 880; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_hours.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_hours.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_20 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 880; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_20);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_21 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_21 < 0) {
      __pyx_t_21 += __pyx_pybuffernd_minutes.diminfo[0].shape;
      if (unlikely(__pyx_t_21 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_21 >= __pyx_pybuffernd_minutes.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 880; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_minutes.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_minutes.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    __pyx_t_22 = PyNumber_Int(__pyx_t_2); if (unlikely(!__pyx_t_22)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 880; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_22);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyInt_From_int(__pyx_v_secs); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 880; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);

    /* "pandas/src/inference.pyx":881
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]),
 *                              int(hours[i]), int(minutes[i]), secs,
 *                              int(micros))             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_t_23 = PyFloat_FromDouble(__pyx_v_micros); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_23);
    __pyx_t_24 = PyTuple_New(1); if (unlikely(!__pyx_t_24)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_24);
    PyTuple_SET_ITEM(__pyx_t_24, 0, __pyx_t_23);
    __Pyx_GIVEREF(__pyx_t_23);
    __pyx_t_23 = 0;
    __pyx_t_23 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyInt_Type))), __pyx_t_24, NULL); if (unlikely(!__pyx_t_23)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 881; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_23);
    __Pyx_DECREF(__pyx_t_24); __pyx_t_24 = 0;
    __Pyx_INCREF(__pyx_v_datetime);
    __pyx_t_24 = __pyx_v_datetime; __pyx_t_25 = NULL;
    __pyx_t_26 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_24))) {
      __pyx_t_25 = PyMethod_GET_SELF(__pyx_t_24);
      if (likely(__pyx_t_25)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_24);
        __Pyx_INCREF(__pyx_t_25);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_24, function);
        __pyx_t_26 = 1;
      }
    }
    __pyx_t_27 = PyTuple_New(7+__pyx_t_26); if (unlikely(!__pyx_t_27)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_27);
    if (__pyx_t_25) {
      PyTuple_SET_ITEM(__pyx_t_27, 0, __pyx_t_25); __Pyx_GIVEREF(__pyx_t_25); __pyx_t_25 = NULL;
    }
    PyTuple_SET_ITEM(__pyx_t_27, 0+__pyx_t_26, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    PyTuple_SET_ITEM(__pyx_t_27, 1+__pyx_t_26, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    PyTuple_SET_ITEM(__pyx_t_27, 2+__pyx_t_26, __pyx_t_18);
    __Pyx_GIVEREF(__pyx_t_18);
    PyTuple_SET_ITEM(__pyx_t_27, 3+__pyx_t_26, __pyx_t_20);
    __Pyx_GIVEREF(__pyx_t_20);
    PyTuple_SET_ITEM(__pyx_t_27, 4+__pyx_t_26, __pyx_t_22);
    __Pyx_GIVEREF(__pyx_t_22);
    PyTuple_SET_ITEM(__pyx_t_27, 5+__pyx_t_26, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_27, 6+__pyx_t_26, __pyx_t_23);
    __Pyx_GIVEREF(__pyx_t_23);
    __pyx_t_6 = 0;
    __pyx_t_1 = 0;
    __pyx_t_18 = 0;
    __pyx_t_20 = 0;
    __pyx_t_22 = 0;
    __pyx_t_2 = 0;
    __pyx_t_23 = 0;
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_24, __pyx_t_27, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_27); __pyx_t_27 = 0;
    __Pyx_DECREF(__pyx_t_24); __pyx_t_24 = 0;

    /* "pandas/src/inference.pyx":879
 *             micros = micros * 1000000
 * 
 *         result[i] = datetime(int(years[i]), int(months[i]), int(days[i]),             # <<<<<<<<<<<<<<
 *                              int(hours[i]), int(minutes[i]), secs,
 *                              int(micros))
 */
    __pyx_t_26 = __pyx_v_i;
    __pyx_t_9 = -1;
    if (__pyx_t_26 < 0) {
      __pyx_t_26 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_26 < 0)) __pyx_t_9 = 0;
    } else if (unlikely(__pyx_t_26 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
    if (unlikely(__pyx_t_9 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_9);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 879; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_28 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_26, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_28);
    __Pyx_INCREF(__pyx_t_7); __Pyx_DECREF(*__pyx_t_28);
    *__pyx_t_28 = __pyx_t_7;
    __Pyx_GIVEREF(*__pyx_t_28);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }

  /* "pandas/src/inference.pyx":883
 *                              int(micros))
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":849
 *     return result
 * 
 * def try_parse_datetime_components(ndarray[object] years,             # <<<<<<<<<<<<<<
 *                                   ndarray[object] months,
 *                                   ndarray[object] days,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_18);
  __Pyx_XDECREF(__pyx_t_20);
  __Pyx_XDECREF(__pyx_t_22);
  __Pyx_XDECREF(__pyx_t_23);
  __Pyx_XDECREF(__pyx_t_24);
  __Pyx_XDECREF(__pyx_t_25);
  __Pyx_XDECREF(__pyx_t_27);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_days.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_hours.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_minutes.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_months.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_seconds.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_years.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.try_parse_datetime_components", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_days.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_hours.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_minutes.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_months.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_seconds.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_years.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_datetime);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":885
 *     return result
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,             # <<<<<<<<<<<<<<
 *                      convert_empty=True):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_188sanitize_objects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_188sanitize_objects = {"sanitize_objects", (PyCFunction)__pyx_pw_6pandas_3lib_188sanitize_objects, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_188sanitize_objects(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_values = 0;
  PyObject *__pyx_v_na_values = 0;
  PyObject *__pyx_v_convert_empty = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("sanitize_objects (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_values,&__pyx_n_s_na_values,&__pyx_n_s_convert_empty,0};
    PyObject* values[3] = {0,0,0};

    /* "pandas/src/inference.pyx":886
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,
 *                      convert_empty=True):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
    values[2] = ((PyObject *)Py_True);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_values)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_na_values)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("sanitize_objects", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert_empty);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "sanitize_objects") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_values = ((PyArrayObject *)values[0]);
    __pyx_v_na_values = ((PyObject*)values[1]);
    __pyx_v_convert_empty = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("sanitize_objects", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.sanitize_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_values), __pyx_ptype_5numpy_ndarray, 1, "values", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_na_values), (&PySet_Type), 1, "na_values", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_187sanitize_objects(__pyx_self, __pyx_v_values, __pyx_v_na_values, __pyx_v_convert_empty);

  /* "pandas/src/inference.pyx":885
 *     return result
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,             # <<<<<<<<<<<<<<
 *                      convert_empty=True):
 *     cdef:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_187sanitize_objects(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_na_values, PyObject *__pyx_v_convert_empty) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_onan = 0;
  Py_ssize_t __pyx_v_na_count;
  PyObject *__pyx_v_memo = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  Py_ssize_t __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  Py_ssize_t __pyx_t_9;
  PyObject **__pyx_t_10;
  Py_ssize_t __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("sanitize_objects", 0);
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":890
 *         Py_ssize_t i, n
 *         object val, onan
 *         Py_ssize_t na_count = 0             # <<<<<<<<<<<<<<
 *         dict memo = {}
 * 
 */
  __pyx_v_na_count = 0;

  /* "pandas/src/inference.pyx":891
 *         object val, onan
 *         Py_ssize_t na_count = 0
 *         dict memo = {}             # <<<<<<<<<<<<<<
 * 
 *     n = len(values)
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 891; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_memo = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/src/inference.pyx":893
 *         dict memo = {}
 * 
 *     n = len(values)             # <<<<<<<<<<<<<<
 *     onan = np.nan
 * 
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 893; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_2;

  /* "pandas/src/inference.pyx":894
 * 
 *     n = len(values)
 *     onan = np.nan             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 894; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_nan); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 894; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_onan = __pyx_t_3;
  __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":896
 *     onan = np.nan
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = values[i]
 *         if (convert_empty and val == '') or (val in na_values):
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":897
 * 
 *     for i from 0 <= i < n:
 *         val = values[i]             # <<<<<<<<<<<<<<
 *         if (convert_empty and val == '') or (val in na_values):
 *             values[i] = onan
 */
    __pyx_t_4 = __pyx_v_i;
    __pyx_t_5 = -1;
    if (__pyx_t_4 < 0) {
      __pyx_t_4 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_4 < 0)) __pyx_t_5 = 0;
    } else if (unlikely(__pyx_t_4 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_5 = 0;
    if (unlikely(__pyx_t_5 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_5);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 897; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_4, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/src/inference.pyx":898
 *     for i from 0 <= i < n:
 *         val = values[i]
 *         if (convert_empty and val == '') or (val in na_values):             # <<<<<<<<<<<<<<
 *             values[i] = onan
 *             na_count += 1
 */
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_v_convert_empty); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!__pyx_t_7) {
      goto __pyx_L7_next_or;
    } else {
      goto __pyx_L8_next_and;
    }
    __pyx_L8_next_and:;
    __pyx_t_7 = (__Pyx_PyString_Equals(__pyx_v_val, __pyx_kp_s__49, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!__pyx_t_7) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_7 = (__Pyx_PySequence_Contains(__pyx_v_val, __pyx_v_na_values, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 898; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_8 = (__pyx_t_7 != 0);
    __pyx_t_6 = __pyx_t_8;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_6) {

      /* "pandas/src/inference.pyx":899
 *         val = values[i]
 *         if (convert_empty and val == '') or (val in na_values):
 *             values[i] = onan             # <<<<<<<<<<<<<<
 *             na_count += 1
 *         elif val in memo:
 */
      __pyx_t_9 = __pyx_v_i;
      __pyx_t_5 = -1;
      if (__pyx_t_9 < 0) {
        __pyx_t_9 += __pyx_pybuffernd_values.diminfo[0].shape;
        if (unlikely(__pyx_t_9 < 0)) __pyx_t_5 = 0;
      } else if (unlikely(__pyx_t_9 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_5 = 0;
      if (unlikely(__pyx_t_5 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_5);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 899; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_10 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_9, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_10);
      __Pyx_INCREF(__pyx_v_onan); __Pyx_DECREF(*__pyx_t_10);
      *__pyx_t_10 = __pyx_v_onan;
      __Pyx_GIVEREF(*__pyx_t_10);

      /* "pandas/src/inference.pyx":900
 *         if (convert_empty and val == '') or (val in na_values):
 *             values[i] = onan
 *             na_count += 1             # <<<<<<<<<<<<<<
 *         elif val in memo:
 *             values[i] = memo[val]
 */
      __pyx_v_na_count = (__pyx_v_na_count + 1);
      goto __pyx_L5;
    }

    /* "pandas/src/inference.pyx":901
 *             values[i] = onan
 *             na_count += 1
 *         elif val in memo:             # <<<<<<<<<<<<<<
 *             values[i] = memo[val]
 *         else:
 */
    __pyx_t_6 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_memo, Py_EQ)); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_8 = (__pyx_t_6 != 0);
    if (__pyx_t_8) {

      /* "pandas/src/inference.pyx":902
 *             na_count += 1
 *         elif val in memo:
 *             values[i] = memo[val]             # <<<<<<<<<<<<<<
 *         else:
 *             memo[val] = val
 */
      __pyx_t_3 = __Pyx_PyDict_GetItem(__pyx_v_memo, __pyx_v_val); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 902; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_11 = __pyx_v_i;
      __pyx_t_5 = -1;
      if (__pyx_t_11 < 0) {
        __pyx_t_11 += __pyx_pybuffernd_values.diminfo[0].shape;
        if (unlikely(__pyx_t_11 < 0)) __pyx_t_5 = 0;
      } else if (unlikely(__pyx_t_11 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_5 = 0;
      if (unlikely(__pyx_t_5 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_5);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 902; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_10 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_11, __pyx_pybuffernd_values.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_10);
      __Pyx_INCREF(__pyx_t_3); __Pyx_DECREF(*__pyx_t_10);
      *__pyx_t_10 = __pyx_t_3;
      __Pyx_GIVEREF(*__pyx_t_10);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":904
 *             values[i] = memo[val]
 *         else:
 *             memo[val] = val             # <<<<<<<<<<<<<<
 * 
 *     return na_count
 */
      if (unlikely(PyDict_SetItem(__pyx_v_memo, __pyx_v_val, __pyx_v_val) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 904; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_L5:;
  }

  /* "pandas/src/inference.pyx":906
 *             memo[val] = val
 * 
 *     return na_count             # <<<<<<<<<<<<<<
 * 
 * def maybe_convert_bool(ndarray[object] arr,
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_na_count); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 906; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":885
 *     return result
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,             # <<<<<<<<<<<<<<
 *                      convert_empty=True):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.sanitize_objects", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_onan);
  __Pyx_XDECREF(__pyx_v_memo);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":908
 *     return na_count
 * 
 * def maybe_convert_bool(ndarray[object] arr,             # <<<<<<<<<<<<<<
 *                        true_values=None, false_values=None):
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_190maybe_convert_bool(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_190maybe_convert_bool = {"maybe_convert_bool", (PyCFunction)__pyx_pw_6pandas_3lib_190maybe_convert_bool, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_190maybe_convert_bool(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_true_values = 0;
  PyObject *__pyx_v_false_values = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("maybe_convert_bool (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_true_values,&__pyx_n_s_false_values,0};
    PyObject* values[3] = {0,0,0};

    /* "pandas/src/inference.pyx":909
 * 
 * def maybe_convert_bool(ndarray[object] arr,
 *                        true_values=None, false_values=None):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
    values[1] = ((PyObject *)Py_None);
    values[2] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_true_values);
          if (value) { values[1] = value; kw_args--; }
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_false_values);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "maybe_convert_bool") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_true_values = values[1];
    __pyx_v_false_values = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("maybe_convert_bool", 0, 1, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.maybe_convert_bool", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_189maybe_convert_bool(__pyx_self, __pyx_v_arr, __pyx_v_true_values, __pyx_v_false_values);

  /* "pandas/src/inference.pyx":908
 *     return na_count
 * 
 * def maybe_convert_bool(ndarray[object] arr,             # <<<<<<<<<<<<<<
 *                        true_values=None, false_values=None):
 *     cdef:
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_189maybe_convert_bool(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_true_values, PyObject *__pyx_v_false_values) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_v_true_vals = 0;
  PyObject *__pyx_v_false_vals = 0;
  int __pyx_v_na_count;
  PyObject *__pyx_v_mask = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_arr;
  __Pyx_Buffer __pyx_pybuffer_arr;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyArrayObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  int __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  PyObject *__pyx_t_20 = NULL;
  PyArrayObject *__pyx_t_21 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("maybe_convert_bool", 0);
  __Pyx_INCREF((PyObject *)__pyx_v_arr);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_arr.pybuffer.buf = NULL;
  __pyx_pybuffer_arr.refcount = 0;
  __pyx_pybuffernd_arr.data = NULL;
  __pyx_pybuffernd_arr.rcbuffer = &__pyx_pybuffer_arr;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":915
 *         object val
 *         set true_vals, false_vals
 *         int na_count = 0             # <<<<<<<<<<<<<<
 * 
 *     n = len(arr)
 */
  __pyx_v_na_count = 0;

  /* "pandas/src/inference.pyx":917
 *         int na_count = 0
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=np.uint8)
 * 
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 917; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":918
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 * 
 *     # the defaults
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_uint8); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_7 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_7, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_8 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 918; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_7 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/src/inference.pyx":921
 * 
 *     # the defaults
 *     true_vals = set(('True', 'TRUE', 'true'))             # <<<<<<<<<<<<<<
 *     false_vals = set(('False', 'FALSE', 'false'))
 * 
 */
  __pyx_t_6 = PySet_New(0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PySet_Add(__pyx_t_6, __pyx_n_s_True) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PySet_Add(__pyx_t_6, __pyx_n_s_TRUE) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PySet_Add(__pyx_t_6, __pyx_n_s_true) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_true_vals = ((PyObject*)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/src/inference.pyx":922
 *     # the defaults
 *     true_vals = set(('True', 'TRUE', 'true'))
 *     false_vals = set(('False', 'FALSE', 'false'))             # <<<<<<<<<<<<<<
 * 
 *     if true_values is not None:
 */
  __pyx_t_6 = PySet_New(0); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PySet_Add(__pyx_t_6, __pyx_n_s_False) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PySet_Add(__pyx_t_6, __pyx_n_s_FALSE) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PySet_Add(__pyx_t_6, __pyx_n_s_false) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_false_vals = ((PyObject*)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/src/inference.pyx":924
 *     false_vals = set(('False', 'FALSE', 'false'))
 * 
 *     if true_values is not None:             # <<<<<<<<<<<<<<
 *         true_vals = true_vals | set(true_values)
 * 
 */
  __pyx_t_12 = (__pyx_v_true_values != Py_None);
  __pyx_t_13 = (__pyx_t_12 != 0);
  if (__pyx_t_13) {

    /* "pandas/src/inference.pyx":925
 * 
 *     if true_values is not None:
 *         true_vals = true_vals | set(true_values)             # <<<<<<<<<<<<<<
 * 
 *     if false_values is not None:
 */
    __pyx_t_6 = PySet_New(__pyx_v_true_values); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_2 = PyNumber_Or(__pyx_v_true_vals, __pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 925; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_DECREF_SET(__pyx_v_true_vals, ((PyObject*)__pyx_t_2));
    __pyx_t_2 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "pandas/src/inference.pyx":927
 *         true_vals = true_vals | set(true_values)
 * 
 *     if false_values is not None:             # <<<<<<<<<<<<<<
 *         false_vals = false_vals | set(false_values)
 * 
 */
  __pyx_t_13 = (__pyx_v_false_values != Py_None);
  __pyx_t_12 = (__pyx_t_13 != 0);
  if (__pyx_t_12) {

    /* "pandas/src/inference.pyx":928
 * 
 *     if false_values is not None:
 *         false_vals = false_vals | set(false_values)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
    __pyx_t_2 = PySet_New(__pyx_v_false_values); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = PyNumber_Or(__pyx_v_false_vals, __pyx_t_2); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 928; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF_SET(__pyx_v_false_vals, ((PyObject*)__pyx_t_6));
    __pyx_t_6 = 0;
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "pandas/src/inference.pyx":930
 *         false_vals = false_vals | set(false_values)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         val = arr[i]
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":931
 * 
 *     for i from 0 <= i < n:
 *         val = arr[i]             # <<<<<<<<<<<<<<
 * 
 *         if cpython.PyBool_Check(val):
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_8 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_arr.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_8 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_arr.diminfo[0].shape)) __pyx_t_8 = 0;
    if (unlikely(__pyx_t_8 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_8);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 931; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_6 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_arr.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_arr.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/src/inference.pyx":933
 *         val = arr[i]
 * 
 *         if cpython.PyBool_Check(val):             # <<<<<<<<<<<<<<
 *             if val is True:
 *                 result[i] = 1
 */
    __pyx_t_12 = (PyBool_Check(__pyx_v_val) != 0);
    if (__pyx_t_12) {

      /* "pandas/src/inference.pyx":934
 * 
 *         if cpython.PyBool_Check(val):
 *             if val is True:             # <<<<<<<<<<<<<<
 *                 result[i] = 1
 *             else:
 */
      __pyx_t_12 = (__pyx_v_val == Py_True);
      __pyx_t_13 = (__pyx_t_12 != 0);
      if (__pyx_t_13) {

        /* "pandas/src/inference.pyx":935
 *         if cpython.PyBool_Check(val):
 *             if val is True:
 *                 result[i] = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 result[i] = 0
 */
        __pyx_t_15 = __pyx_v_i;
        __pyx_t_8 = -1;
        if (__pyx_t_15 < 0) {
          __pyx_t_15 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_15 < 0)) __pyx_t_8 = 0;
        } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
        if (unlikely(__pyx_t_8 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_8);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 935; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
        goto __pyx_L8;
      }
      /*else*/ {

        /* "pandas/src/inference.pyx":937
 *                 result[i] = 1
 *             else:
 *                 result[i] = 0             # <<<<<<<<<<<<<<
 *         elif val in true_vals:
 *             result[i] = 1
 */
        __pyx_t_16 = __pyx_v_i;
        __pyx_t_8 = -1;
        if (__pyx_t_16 < 0) {
          __pyx_t_16 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_16 < 0)) __pyx_t_8 = 0;
        } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
        if (unlikely(__pyx_t_8 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_8);
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 937; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
      }
      __pyx_L8:;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":938
 *             else:
 *                 result[i] = 0
 *         elif val in true_vals:             # <<<<<<<<<<<<<<
 *             result[i] = 1
 *         elif val in false_vals:
 */
    __pyx_t_13 = (__Pyx_PySequence_Contains(__pyx_v_val, __pyx_v_true_vals, Py_EQ)); if (unlikely(__pyx_t_13 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_12 = (__pyx_t_13 != 0);
    if (__pyx_t_12) {

      /* "pandas/src/inference.pyx":939
 *                 result[i] = 0
 *         elif val in true_vals:
 *             result[i] = 1             # <<<<<<<<<<<<<<
 *         elif val in false_vals:
 *             result[i] = 0
 */
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_8 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 939; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_result.diminfo[0].strides) = 1;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":940
 *         elif val in true_vals:
 *             result[i] = 1
 *         elif val in false_vals:             # <<<<<<<<<<<<<<
 *             result[i] = 0
 *         elif PyFloat_Check(val):
 */
    __pyx_t_12 = (__Pyx_PySequence_Contains(__pyx_v_val, __pyx_v_false_vals, Py_EQ)); if (unlikely(__pyx_t_12 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 940; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_13 = (__pyx_t_12 != 0);
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":941
 *             result[i] = 1
 *         elif val in false_vals:
 *             result[i] = 0             # <<<<<<<<<<<<<<
 *         elif PyFloat_Check(val):
 *             result[i] = UINT8_MAX
 */
      __pyx_t_18 = __pyx_v_i;
      __pyx_t_8 = -1;
      if (__pyx_t_18 < 0) {
        __pyx_t_18 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_18 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 941; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides) = 0;
      goto __pyx_L7;
    }

    /* "pandas/src/inference.pyx":942
 *         elif val in false_vals:
 *             result[i] = 0
 *         elif PyFloat_Check(val):             # <<<<<<<<<<<<<<
 *             result[i] = UINT8_MAX
 *             na_count += 1
 */
    __pyx_t_13 = (PyFloat_Check(__pyx_v_val) != 0);
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":943
 *             result[i] = 0
 *         elif PyFloat_Check(val):
 *             result[i] = UINT8_MAX             # <<<<<<<<<<<<<<
 *             na_count += 1
 *         else:
 */
      __pyx_t_19 = __pyx_v_i;
      __pyx_t_8 = -1;
      if (__pyx_t_19 < 0) {
        __pyx_t_19 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_19 < 0)) __pyx_t_8 = 0;
      } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_8 = 0;
      if (unlikely(__pyx_t_8 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_8);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 943; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_19, __pyx_pybuffernd_result.diminfo[0].strides) = UINT8_MAX;

      /* "pandas/src/inference.pyx":944
 *         elif PyFloat_Check(val):
 *             result[i] = UINT8_MAX
 *             na_count += 1             # <<<<<<<<<<<<<<
 *         else:
 *             return arr
 */
      __pyx_v_na_count = (__pyx_v_na_count + 1);
      goto __pyx_L7;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":946
 *             na_count += 1
 *         else:
 *             return arr             # <<<<<<<<<<<<<<
 * 
 *     if na_count > 0:
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(((PyObject *)__pyx_v_arr));
      __pyx_r = ((PyObject *)__pyx_v_arr);
      goto __pyx_L0;
    }
    __pyx_L7:;
  }

  /* "pandas/src/inference.pyx":948
 *             return arr
 * 
 *     if na_count > 0:             # <<<<<<<<<<<<<<
 *         mask = result == UINT8_MAX
 *         arr = result.view(np.bool_).astype(object)
 */
  __pyx_t_13 = ((__pyx_v_na_count > 0) != 0);
  if (__pyx_t_13) {

    /* "pandas/src/inference.pyx":949
 * 
 *     if na_count > 0:
 *         mask = result == UINT8_MAX             # <<<<<<<<<<<<<<
 *         arr = result.view(np.bool_).astype(object)
 *         np.putmask(arr, mask, np.nan)
 */
    __pyx_t_6 = __Pyx_PyInt_From_int(UINT8_MAX); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 949; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_2 = PyObject_RichCompare(((PyObject *)__pyx_v_result), __pyx_t_6, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 949; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_v_mask = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":950
 *     if na_count > 0:
 *         mask = result == UINT8_MAX
 *         arr = result.view(np.bool_).astype(object)             # <<<<<<<<<<<<<<
 *         np.putmask(arr, mask, np.nan)
 *         return arr
 */
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_bool); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_6);
    } else {
      __pyx_t_20 = PyTuple_New(1+1); if (unlikely(!__pyx_t_20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_20);
      PyTuple_SET_ITEM(__pyx_t_20, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
      PyTuple_SET_ITEM(__pyx_t_20, 0+1, __pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_20, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_20); __pyx_t_20 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_astype); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_t_6 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_6) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_builtin_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
    } else {
      __pyx_t_20 = PyTuple_New(1+1); if (unlikely(!__pyx_t_20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_20);
      PyTuple_SET_ITEM(__pyx_t_20, 0, __pyx_t_6); __Pyx_GIVEREF(__pyx_t_6); __pyx_t_6 = NULL;
      __Pyx_INCREF(__pyx_builtin_object);
      PyTuple_SET_ITEM(__pyx_t_20, 0+1, __pyx_builtin_object);
      __Pyx_GIVEREF(__pyx_builtin_object);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_20, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_20); __pyx_t_20 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_21 = ((PyArrayObject *)__pyx_t_2);
    {
      __Pyx_BufFmt_StackElem __pyx_stack[1];
      __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
      __pyx_t_8 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_t_21, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
      if (unlikely(__pyx_t_8 < 0)) {
        PyErr_Fetch(&__pyx_t_11, &__pyx_t_10, &__pyx_t_9);
        if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_arr.rcbuffer->pybuffer, (PyObject*)__pyx_v_arr, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
          Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_9);
          __Pyx_RaiseBufferFallbackError();
        } else {
          PyErr_Restore(__pyx_t_11, __pyx_t_10, __pyx_t_9);
        }
      }
      __pyx_pybuffernd_arr.diminfo[0].strides = __pyx_pybuffernd_arr.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_arr.diminfo[0].shape = __pyx_pybuffernd_arr.rcbuffer->pybuffer.shape[0];
      if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 950; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_21 = 0;
    __Pyx_DECREF_SET(__pyx_v_arr, ((PyArrayObject *)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":951
 *         mask = result == UINT8_MAX
 *         arr = result.view(np.bool_).astype(object)
 *         np.putmask(arr, mask, np.nan)             # <<<<<<<<<<<<<<
 *         return arr
 *     else:
 */
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_20 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_putmask); if (unlikely(!__pyx_t_20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_20);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_nan); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = NULL;
    __pyx_t_1 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_20))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_20);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_20);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_20, function);
        __pyx_t_1 = 1;
      }
    }
    __pyx_t_5 = PyTuple_New(3+__pyx_t_1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (__pyx_t_4) {
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __Pyx_GIVEREF(__pyx_t_4); __pyx_t_4 = NULL;
    }
    __Pyx_INCREF(((PyObject *)__pyx_v_arr));
    PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_1, ((PyObject *)__pyx_v_arr));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_arr));
    __Pyx_INCREF(__pyx_v_mask);
    PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_1, __pyx_v_mask);
    __Pyx_GIVEREF(__pyx_v_mask);
    PyTuple_SET_ITEM(__pyx_t_5, 2+__pyx_t_1, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_20, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 951; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_20); __pyx_t_20 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":952
 *         arr = result.view(np.bool_).astype(object)
 *         np.putmask(arr, mask, np.nan)
 *         return arr             # <<<<<<<<<<<<<<
 *     else:
 *         return result.view(np.bool_)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_arr));
    __pyx_r = ((PyObject *)__pyx_v_arr);
    goto __pyx_L0;
  }
  /*else*/ {

    /* "pandas/src/inference.pyx":954
 *         return arr
 *     else:
 *         return result.view(np.bool_)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_20 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_result), __pyx_n_s_view); if (unlikely(!__pyx_t_20)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_20);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_bool); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_20))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_20);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_20);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_20, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_20, __pyx_t_6); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_GOTREF(__pyx_t_2);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_20, __pyx_t_4, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 954; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_20); __pyx_t_20 = 0;
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":908
 *     return na_count
 * 
 * def maybe_convert_bool(ndarray[object] arr,             # <<<<<<<<<<<<<<
 *                        true_values=None, false_values=None):
 *     cdef:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_20);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.maybe_convert_bool", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_arr.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_true_vals);
  __Pyx_XDECREF(__pyx_v_false_vals);
  __Pyx_XDECREF(__pyx_v_mask);
  __Pyx_XDECREF((PyObject *)__pyx_v_arr);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":957
 * 
 * 
 * def map_infer_mask(ndarray arr, object f, ndarray[uint8_t] mask,             # <<<<<<<<<<<<<<
 *                    bint convert=1):
 *     '''
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_192map_infer_mask(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_191map_infer_mask[] = "\n    Substitute for np.vectorize with pandas-friendly dtype inference\n\n    Parameters\n    ----------\n    arr : ndarray\n    f : function\n\n    Returns\n    -------\n    mapped : ndarray\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_192map_infer_mask = {"map_infer_mask", (PyCFunction)__pyx_pw_6pandas_3lib_192map_infer_mask, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_191map_infer_mask};
static PyObject *__pyx_pw_6pandas_3lib_192map_infer_mask(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_f = 0;
  PyArrayObject *__pyx_v_mask = 0;
  int __pyx_v_convert;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("map_infer_mask (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_f,&__pyx_n_s_mask,&__pyx_n_s_convert,0};
    PyObject* values[4] = {0,0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("map_infer_mask", 0, 3, 4, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mask)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("map_infer_mask", 0, 3, 4, 2); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert);
          if (value) { values[3] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "map_infer_mask") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_f = values[1];
    __pyx_v_mask = ((PyArrayObject *)values[2]);
    if (values[3]) {
      __pyx_v_convert = __Pyx_PyObject_IsTrue(values[3]); if (unlikely((__pyx_v_convert == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 958; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_convert = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("map_infer_mask", 0, 3, 4, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.map_infer_mask", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mask), __pyx_ptype_5numpy_ndarray, 1, "mask", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_191map_infer_mask(__pyx_self, __pyx_v_arr, __pyx_v_f, __pyx_v_mask, __pyx_v_convert);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_191map_infer_mask(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_f, PyArrayObject *__pyx_v_mask, int __pyx_v_convert) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_val = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_mask;
  __Pyx_Buffer __pyx_pybuffer_mask;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_t_13;
  PyObject *__pyx_t_14 = NULL;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  PyObject **__pyx_t_17;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("map_infer_mask", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_mask.pybuffer.buf = NULL;
  __pyx_pybuffer_mask.refcount = 0;
  __pyx_pybuffernd_mask.data = NULL;
  __pyx_pybuffernd_mask.rcbuffer = &__pyx_pybuffer_mask;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_mask.rcbuffer->pybuffer, (PyObject*)__pyx_v_mask, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_mask.diminfo[0].strides = __pyx_pybuffernd_mask.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_mask.diminfo[0].shape = __pyx_pybuffernd_mask.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":976
 *         object val
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 976; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":977
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         if mask[i]:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":978
 *     n = len(arr)
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         if mask[i]:
 *             val = util.get_value_at(arr, i)
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/src/inference.pyx":979
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):
 *         if mask[i]:             # <<<<<<<<<<<<<<
 *             val = util.get_value_at(arr, i)
 *         else:
 */
    __pyx_t_12 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_12 < 0) {
      __pyx_t_12 += __pyx_pybuffernd_mask.diminfo[0].shape;
      if (unlikely(__pyx_t_12 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_12 >= __pyx_pybuffernd_mask.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 979; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_13 = ((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_mask.rcbuffer->pybuffer.buf, __pyx_t_12, __pyx_pybuffernd_mask.diminfo[0].strides)) != 0);
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":980
 *     for i in range(n):
 *         if mask[i]:
 *             val = util.get_value_at(arr, i)             # <<<<<<<<<<<<<<
 *         else:
 *             val = f(util.get_value_at(arr, i))
 */
      __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_2 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 980; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
      __pyx_t_2 = 0;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":982
 *             val = util.get_value_at(arr, i)
 *         else:
 *             val = f(util.get_value_at(arr, i))             # <<<<<<<<<<<<<<
 * 
 *             # unbox 0-dim arrays, GH #690
 */
      __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_4 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_INCREF(__pyx_v_f);
      __pyx_t_5 = __pyx_v_f; __pyx_t_3 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_3)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_3);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
        }
      }
      if (!__pyx_t_3) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_14 = PyTuple_New(1+1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_14);
        PyTuple_SET_ITEM(__pyx_t_14, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
        PyTuple_SET_ITEM(__pyx_t_14, 0+1, __pyx_t_4);
        __Pyx_GIVEREF(__pyx_t_4);
        __pyx_t_4 = 0;
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_14, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 982; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
      }
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_2);
      __pyx_t_2 = 0;

      /* "pandas/src/inference.pyx":985
 * 
 *             # unbox 0-dim arrays, GH #690
 *             if is_array(val) and PyArray_NDIM(val) == 0:             # <<<<<<<<<<<<<<
 *                 # is there a faster way to unbox?
 *                 val = val.item()
 */
      __pyx_t_2 = __pyx_f_4util_is_array(__pyx_v_val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_15 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (__pyx_t_15) {
        goto __pyx_L8_next_and;
      } else {
        __pyx_t_13 = __pyx_t_15;
        goto __pyx_L7_bool_binop_done;
      }
      __pyx_L8_next_and:;
      if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 985; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_15 = ((PyArray_NDIM(((PyArrayObject *)__pyx_v_val)) == 0) != 0);
      __pyx_t_13 = __pyx_t_15;
      __pyx_L7_bool_binop_done:;
      if (__pyx_t_13) {

        /* "pandas/src/inference.pyx":987
 *             if is_array(val) and PyArray_NDIM(val) == 0:
 *                 # is there a faster way to unbox?
 *                 val = val.item()             # <<<<<<<<<<<<<<
 * 
 *         result[i] = val
 */
        __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_item); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 987; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_14 = NULL;
        if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
          __pyx_t_14 = PyMethod_GET_SELF(__pyx_t_5);
          if (likely(__pyx_t_14)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
            __Pyx_INCREF(__pyx_t_14);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_5, function);
          }
        }
        if (__pyx_t_14) {
          __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_t_14); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 987; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
        } else {
          __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 987; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_2);
        __pyx_t_2 = 0;
        goto __pyx_L6;
      }
      __pyx_L6:;
    }
    __pyx_L5:;

    /* "pandas/src/inference.pyx":989
 *                 val = val.item()
 * 
 *         result[i] = val             # <<<<<<<<<<<<<<
 * 
 *     if convert:
 */
    __pyx_t_16 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_16 < 0) {
      __pyx_t_16 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_16 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 989; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_17 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_17);
    __Pyx_INCREF(__pyx_v_val); __Pyx_DECREF(*__pyx_t_17);
    *__pyx_t_17 = __pyx_v_val;
    __Pyx_GIVEREF(*__pyx_t_17);
  }

  /* "pandas/src/inference.pyx":991
 *         result[i] = val
 * 
 *     if convert:             # <<<<<<<<<<<<<<
 *         return maybe_convert_objects(result,
 *                                      try_float=0,
 */
  __pyx_t_13 = (__pyx_v_convert != 0);
  if (__pyx_t_13) {

    /* "pandas/src/inference.pyx":992
 * 
 *     if convert:
 *         return maybe_convert_objects(result,             # <<<<<<<<<<<<<<
 *                                      try_float=0,
 *                                      convert_datetime=0,
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_INCREF(((PyObject *)__pyx_v_result));
    PyTuple_SET_ITEM(__pyx_t_5, 0, ((PyObject *)__pyx_v_result));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
    __pyx_t_14 = PyDict_New(); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_14);
    if (PyDict_SetItem(__pyx_t_14, __pyx_n_s_try_float, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (PyDict_SetItem(__pyx_t_14, __pyx_n_s_convert_datetime, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (PyDict_SetItem(__pyx_t_14, __pyx_n_s_convert_timedelta, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, __pyx_t_14); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 992; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_14); __pyx_t_14 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":997
 *                                      convert_timedelta=0)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def map_infer(ndarray arr, object f, bint convert=1):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":957
 * 
 * 
 * def map_infer_mask(ndarray arr, object f, ndarray[uint8_t] mask,             # <<<<<<<<<<<<<<
 *                    bint convert=1):
 *     '''
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_14);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.map_infer_mask", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_mask.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":999
 *     return result
 * 
 * def map_infer(ndarray arr, object f, bint convert=1):             # <<<<<<<<<<<<<<
 *     '''
 *     Substitute for np.vectorize with pandas-friendly dtype inference
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_194map_infer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_3lib_193map_infer[] = "\n    Substitute for np.vectorize with pandas-friendly dtype inference\n\n    Parameters\n    ----------\n    arr : ndarray\n    f : function\n\n    Returns\n    -------\n    mapped : ndarray\n    ";
static PyMethodDef __pyx_mdef_6pandas_3lib_194map_infer = {"map_infer", (PyCFunction)__pyx_pw_6pandas_3lib_194map_infer, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_193map_infer};
static PyObject *__pyx_pw_6pandas_3lib_194map_infer(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_f = 0;
  int __pyx_v_convert;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("map_infer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_f,&__pyx_n_s_convert,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_f)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("map_infer", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_convert);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "map_infer") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_f = values[1];
    if (values[2]) {
      __pyx_v_convert = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_convert == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_convert = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("map_infer", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.map_infer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_193map_infer(__pyx_self, __pyx_v_arr, __pyx_v_f, __pyx_v_convert);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_193map_infer(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_f, int __pyx_v_convert) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_val = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  Py_ssize_t __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  int __pyx_t_13;
  int __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  PyObject **__pyx_t_16;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("map_infer", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/src/inference.pyx":1017
 *         object val
 * 
 *     n = len(arr)             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_arr)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1017; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":1018
 * 
 *     n = len(arr)
 *     result = np.empty(n, dtype=object)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = f(util.get_value_at(arr, i))
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_7 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_7 < 0)) {
      PyErr_Fetch(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1018; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_6 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":1019
 *     n = len(arr)
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = f(util.get_value_at(arr, i))
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_11 = 0; __pyx_t_11 < __pyx_t_1; __pyx_t_11+=1) {
    __pyx_v_i = __pyx_t_11;

    /* "pandas/src/inference.pyx":1020
 *     result = np.empty(n, dtype=object)
 *     for i in range(n):
 *         val = f(util.get_value_at(arr, i))             # <<<<<<<<<<<<<<
 * 
 *         # unbox 0-dim arrays, GH #690
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_t_2); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_INCREF(__pyx_v_f);
    __pyx_t_2 = __pyx_v_f; __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_GOTREF(__pyx_t_5);
    } else {
      __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_12);
      PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_3); __Pyx_GIVEREF(__pyx_t_3); __pyx_t_3 = NULL;
      PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_t_4);
      __Pyx_GIVEREF(__pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_12, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1020; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/src/inference.pyx":1023
 * 
 *         # unbox 0-dim arrays, GH #690
 *         if is_array(val) and PyArray_NDIM(val) == 0:             # <<<<<<<<<<<<<<
 *             # is there a faster way to unbox?
 *             val = val.item()
 */
    __pyx_t_5 = __pyx_f_4util_is_array(__pyx_v_val); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1023; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_14 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_14 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1023; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_14) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_13 = __pyx_t_14;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_and:;
    if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1023; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_14 = ((PyArray_NDIM(((PyArrayObject *)__pyx_v_val)) == 0) != 0);
    __pyx_t_13 = __pyx_t_14;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_13) {

      /* "pandas/src/inference.pyx":1025
 *         if is_array(val) and PyArray_NDIM(val) == 0:
 *             # is there a faster way to unbox?
 *             val = val.item()             # <<<<<<<<<<<<<<
 * 
 *         result[i] = val
 */
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_item); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_12 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_12)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_12);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (__pyx_t_12) {
        __pyx_t_5 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_12); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
      } else {
        __pyx_t_5 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1025; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_5);
      __pyx_t_5 = 0;
      goto __pyx_L5;
    }
    __pyx_L5:;

    /* "pandas/src/inference.pyx":1027
 *             val = val.item()
 * 
 *         result[i] = val             # <<<<<<<<<<<<<<
 * 
 *     if convert:
 */
    __pyx_t_15 = __pyx_v_i;
    __pyx_t_7 = -1;
    if (__pyx_t_15 < 0) {
      __pyx_t_15 += __pyx_pybuffernd_result.diminfo[0].shape;
      if (unlikely(__pyx_t_15 < 0)) __pyx_t_7 = 0;
    } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_7 = 0;
    if (unlikely(__pyx_t_7 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_7);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1027; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_16 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_15, __pyx_pybuffernd_result.diminfo[0].strides);
    __Pyx_GOTREF(*__pyx_t_16);
    __Pyx_INCREF(__pyx_v_val); __Pyx_DECREF(*__pyx_t_16);
    *__pyx_t_16 = __pyx_v_val;
    __Pyx_GIVEREF(*__pyx_t_16);
  }

  /* "pandas/src/inference.pyx":1029
 *         result[i] = val
 * 
 *     if convert:             # <<<<<<<<<<<<<<
 *         return maybe_convert_objects(result,
 *                                      try_float=0,
 */
  __pyx_t_13 = (__pyx_v_convert != 0);
  if (__pyx_t_13) {

    /* "pandas/src/inference.pyx":1030
 * 
 *     if convert:
 *         return maybe_convert_objects(result,             # <<<<<<<<<<<<<<
 *                                      try_float=0,
 *                                      convert_datetime=0,
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(((PyObject *)__pyx_v_result));
    PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_result));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
    __pyx_t_12 = PyDict_New(); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_12);
    if (PyDict_SetItem(__pyx_t_12, __pyx_n_s_try_float, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (PyDict_SetItem(__pyx_t_12, __pyx_n_s_convert_datetime, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (PyDict_SetItem(__pyx_t_12, __pyx_n_s_convert_timedelta, __pyx_int_0) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_2, __pyx_t_12); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":1035
 *                                      convert_timedelta=0)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":999
 *     return result
 * 
 * def map_infer(ndarray arr, object f, bint convert=1):             # <<<<<<<<<<<<<<
 *     '''
 *     Substitute for np.vectorize with pandas-friendly dtype inference
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_12);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.map_infer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":1038
 * 
 * 
 * def to_object_array(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_196to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_rows); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_196to_object_array = {"to_object_array", (PyCFunction)__pyx_pw_6pandas_3lib_196to_object_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_196to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_rows) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_object_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rows), (&PyList_Type), 1, "rows", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_195to_object_array(__pyx_self, ((PyObject*)__pyx_v_rows));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_195to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rows) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_tmp;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_row = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  PyObject **__pyx_t_15;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_object_array", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/src/inference.pyx":1044
 *         list row
 * 
 *     n = len(rows)             # <<<<<<<<<<<<<<
 * 
 *     k = 0
 */
  if (unlikely(__pyx_v_rows == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_rows); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1044; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":1046
 *     n = len(rows)
 * 
 *     k = 0             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])
 */
  __pyx_v_k = 0;

  /* "pandas/src/inference.pyx":1047
 * 
 *     k = 0
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         tmp = len(rows[i])
 *         if tmp > k:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":1048
 *     k = 0
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])             # <<<<<<<<<<<<<<
 *         if tmp > k:
 *             k = tmp
 */
    if (unlikely(__pyx_v_rows == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_rows, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1048; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1048; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_v_tmp = __pyx_t_3;

    /* "pandas/src/inference.pyx":1049
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])
 *         if tmp > k:             # <<<<<<<<<<<<<<
 *             k = tmp
 * 
 */
    __pyx_t_4 = ((__pyx_v_tmp > __pyx_v_k) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":1050
 *         tmp = len(rows[i])
 *         if tmp > k:
 *             k = tmp             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty((n, k), dtype=object)
 */
      __pyx_v_k = __pyx_v_tmp;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/src/inference.pyx":1052
 *             k = tmp
 * 
 *     result = np.empty((n, k), dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     for i from 0 <= i < n:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_6);
  __pyx_t_2 = 0;
  __pyx_t_6 = 0;
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __pyx_t_7 = 0;
  __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, __pyx_t_7); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1052; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":1054
 *     result = np.empty((n, k), dtype=object)
 * 
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         row = rows[i]
 * 
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":1055
 * 
 *     for i from 0 <= i < n:
 *         row = rows[i]             # <<<<<<<<<<<<<<
 * 
 *         for j from 0 <= j < len(row):
 */
    if (unlikely(__pyx_v_rows == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_rows, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    if (!(likely(PyList_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "list", Py_TYPE(__pyx_t_2)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1055; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_row, ((PyObject*)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":1057
 *         row = rows[i]
 * 
 *         for j from 0 <= j < len(row):             # <<<<<<<<<<<<<<
 *             result[i, j] = row[j]
 * 
 */
    if (unlikely(__pyx_v_row == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = PyList_GET_SIZE(__pyx_v_row); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_3; __pyx_v_j++) {

      /* "pandas/src/inference.pyx":1058
 * 
 *         for j from 0 <= j < len(row):
 *             result[i, j] = row[j]             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
      if (unlikely(__pyx_v_row == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_row, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1058; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_14 = __pyx_v_j;
      __pyx_t_9 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
      if (__pyx_t_14 < 0) {
        __pyx_t_14 += __pyx_pybuffernd_result.diminfo[1].shape;
        if (unlikely(__pyx_t_14 < 0)) __pyx_t_9 = 1;
      } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_result.diminfo[1].shape)) __pyx_t_9 = 1;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_15 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_14, __pyx_pybuffernd_result.diminfo[1].strides);
      __Pyx_GOTREF(*__pyx_t_15);
      __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_15);
      *__pyx_t_15 = __pyx_t_2;
      __Pyx_GIVEREF(*__pyx_t_15);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
  }

  /* "pandas/src/inference.pyx":1060
 *             result[i, j] = row[j]
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def tuples_to_object_array(ndarray[object] tuples):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":1038
 * 
 * 
 * def to_object_array(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.to_object_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_row);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":1062
 *     return result
 * 
 * def tuples_to_object_array(ndarray[object] tuples):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_198tuples_to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_tuples); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_198tuples_to_object_array = {"tuples_to_object_array", (PyCFunction)__pyx_pw_6pandas_3lib_198tuples_to_object_array, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_198tuples_to_object_array(PyObject *__pyx_self, PyObject *__pyx_v_tuples) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("tuples_to_object_array (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_tuples), __pyx_ptype_5numpy_ndarray, 1, "tuples", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_197tuples_to_object_array(__pyx_self, ((PyArrayObject *)__pyx_v_tuples));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_197tuples_to_object_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_tuples) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_k;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_tup = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_tuples;
  __Pyx_Buffer __pyx_pybuffer_tuples;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  long __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  Py_ssize_t __pyx_t_12;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  PyObject **__pyx_t_18;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("tuples_to_object_array", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_tuples.pybuffer.buf = NULL;
  __pyx_pybuffer_tuples.refcount = 0;
  __pyx_pybuffernd_tuples.data = NULL;
  __pyx_pybuffernd_tuples.rcbuffer = &__pyx_pybuffer_tuples;
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_tuples.rcbuffer->pybuffer, (PyObject*)__pyx_v_tuples, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_pybuffernd_tuples.diminfo[0].strides = __pyx_pybuffernd_tuples.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_tuples.diminfo[0].shape = __pyx_pybuffernd_tuples.rcbuffer->pybuffer.shape[0];

  /* "pandas/src/inference.pyx":1068
 *         tuple tup
 * 
 *     n = len(tuples)             # <<<<<<<<<<<<<<
 *     k = len(tuples[0])
 *     result = np.empty((n, k), dtype=object)
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_tuples)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1068; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":1069
 * 
 *     n = len(tuples)
 *     k = len(tuples[0])             # <<<<<<<<<<<<<<
 *     result = np.empty((n, k), dtype=object)
 *     for i in range(n):
 */
  __pyx_t_3 = 0;
  __pyx_t_4 = -1;
  if (__pyx_t_3 < 0) {
    __pyx_t_3 += __pyx_pybuffernd_tuples.diminfo[0].shape;
    if (unlikely(__pyx_t_3 < 0)) __pyx_t_4 = 0;
  } else if (unlikely(__pyx_t_3 >= __pyx_pybuffernd_tuples.diminfo[0].shape)) __pyx_t_4 = 0;
  if (unlikely(__pyx_t_4 != -1)) {
    __Pyx_RaiseBufferIndexError(__pyx_t_4);
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_tuples.rcbuffer->pybuffer.buf, __pyx_t_3, __pyx_pybuffernd_tuples.diminfo[0].strides);
  __Pyx_INCREF((PyObject*)__pyx_t_2);
  __pyx_t_1 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_k = __pyx_t_1;

  /* "pandas/src/inference.pyx":1070
 *     n = len(tuples)
 *     k = len(tuples[0])
 *     result = np.empty((n, k), dtype=object)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         tup = tuples[i]
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_6);
  __pyx_t_2 = 0;
  __pyx_t_6 = 0;
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __pyx_t_7 = 0;
  __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, __pyx_t_7); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_4 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_4 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1070; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":1071
 *     k = len(tuples[0])
 *     result = np.empty((n, k), dtype=object)
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         tup = tuples[i]
 *         for j in range(k):
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_12 = 0; __pyx_t_12 < __pyx_t_1; __pyx_t_12+=1) {
    __pyx_v_i = __pyx_t_12;

    /* "pandas/src/inference.pyx":1072
 *     result = np.empty((n, k), dtype=object)
 *     for i in range(n):
 *         tup = tuples[i]             # <<<<<<<<<<<<<<
 *         for j in range(k):
 *             result[i, j] = tup[j]
 */
    __pyx_t_13 = __pyx_v_i;
    __pyx_t_4 = -1;
    if (__pyx_t_13 < 0) {
      __pyx_t_13 += __pyx_pybuffernd_tuples.diminfo[0].shape;
      if (unlikely(__pyx_t_13 < 0)) __pyx_t_4 = 0;
    } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_tuples.diminfo[0].shape)) __pyx_t_4 = 0;
    if (unlikely(__pyx_t_4 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_4);
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_tuples.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_tuples.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_2);
    if (!(likely(PyTuple_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_t_2)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1072; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_tup, ((PyObject*)__pyx_t_2));
    __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":1073
 *     for i in range(n):
 *         tup = tuples[i]
 *         for j in range(k):             # <<<<<<<<<<<<<<
 *             result[i, j] = tup[j]
 * 
 */
    __pyx_t_14 = __pyx_v_k;
    for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_14; __pyx_t_15+=1) {
      __pyx_v_j = __pyx_t_15;

      /* "pandas/src/inference.pyx":1074
 *         tup = tuples[i]
 *         for j in range(k):
 *             result[i, j] = tup[j]             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
      if (unlikely(__pyx_v_tup == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1074; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_2 = __Pyx_GetItemInt_Tuple(__pyx_v_tup, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1074; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_17 = __pyx_v_j;
      __pyx_t_4 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_4 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_4 = 0;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_result.diminfo[1].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_4 = 1;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_result.diminfo[1].shape)) __pyx_t_4 = 1;
      if (unlikely(__pyx_t_4 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_4);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1074; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_18 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_17, __pyx_pybuffernd_result.diminfo[1].strides);
      __Pyx_GOTREF(*__pyx_t_18);
      __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_18);
      *__pyx_t_18 = __pyx_t_2;
      __Pyx_GIVEREF(*__pyx_t_18);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
  }

  /* "pandas/src/inference.pyx":1076
 *             result[i, j] = tup[j]
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * def to_object_array_tuples(list rows):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":1062
 *     return result
 * 
 * def tuples_to_object_array(ndarray[object] tuples):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_tuples.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.tuples_to_object_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_tuples.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":1078
 *     return result
 * 
 * def to_object_array_tuples(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_200to_object_array_tuples(PyObject *__pyx_self, PyObject *__pyx_v_rows); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_200to_object_array_tuples = {"to_object_array_tuples", (PyCFunction)__pyx_pw_6pandas_3lib_200to_object_array_tuples, METH_O, 0};
static PyObject *__pyx_pw_6pandas_3lib_200to_object_array_tuples(PyObject *__pyx_self, PyObject *__pyx_v_rows) {
  CYTHON_UNUSED int __pyx_lineno = 0;
  CYTHON_UNUSED const char *__pyx_filename = NULL;
  CYTHON_UNUSED int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("to_object_array_tuples (wrapper)", 0);
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_rows), (&PyList_Type), 1, "rows", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_199to_object_array_tuples(__pyx_self, ((PyObject*)__pyx_v_rows));

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_199to_object_array_tuples(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_rows) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_k;
  Py_ssize_t __pyx_v_tmp;
  PyArrayObject *__pyx_v_result = 0;
  PyObject *__pyx_v_row = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  Py_ssize_t __pyx_t_15;
  PyObject **__pyx_t_16;
  PyObject *__pyx_t_17 = NULL;
  Py_ssize_t __pyx_t_18;
  Py_ssize_t __pyx_t_19;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("to_object_array_tuples", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;

  /* "pandas/src/inference.pyx":1084
 *         tuple row
 * 
 *     n = len(rows)             # <<<<<<<<<<<<<<
 * 
 *     k = 0
 */
  if (unlikely(__pyx_v_rows == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyList_GET_SIZE(__pyx_v_rows); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1084; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":1086
 *     n = len(rows)
 * 
 *     k = 0             # <<<<<<<<<<<<<<
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])
 */
  __pyx_v_k = 0;

  /* "pandas/src/inference.pyx":1087
 * 
 *     k = 0
 *     for i from 0 <= i < n:             # <<<<<<<<<<<<<<
 *         tmp = len(rows[i])
 *         if tmp > k:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_1; __pyx_v_i++) {

    /* "pandas/src/inference.pyx":1088
 *     k = 0
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])             # <<<<<<<<<<<<<<
 *         if tmp > k:
 *             k = tmp
 */
    if (unlikely(__pyx_v_rows == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1088; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_rows, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1088; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyObject_Length(__pyx_t_2); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1088; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_v_tmp = __pyx_t_3;

    /* "pandas/src/inference.pyx":1089
 *     for i from 0 <= i < n:
 *         tmp = len(rows[i])
 *         if tmp > k:             # <<<<<<<<<<<<<<
 *             k = tmp
 * 
 */
    __pyx_t_4 = ((__pyx_v_tmp > __pyx_v_k) != 0);
    if (__pyx_t_4) {

      /* "pandas/src/inference.pyx":1090
 *         tmp = len(rows[i])
 *         if tmp > k:
 *             k = tmp             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty((n, k), dtype=object)
 */
      __pyx_v_k = __pyx_v_tmp;
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "pandas/src/inference.pyx":1092
 *             k = tmp
 * 
 *     result = np.empty((n, k), dtype=object)             # <<<<<<<<<<<<<<
 * 
 *     try:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_k); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_6);
  __pyx_t_2 = 0;
  __pyx_t_6 = 0;
  __pyx_t_6 = PyTuple_New(1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7);
  __Pyx_GIVEREF(__pyx_t_7);
  __pyx_t_7 = 0;
  __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_builtin_object) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_6, __pyx_t_7); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (!(likely(((__pyx_t_2) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_2, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_2);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 2, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0]; __pyx_pybuffernd_result.diminfo[1].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[1]; __pyx_pybuffernd_result.diminfo[1].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[1];
    if (unlikely(__pyx_t_9 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1092; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":1094
 *     result = np.empty((n, k), dtype=object)
 * 
 *     try:             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             row = rows[i]
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_12, &__pyx_t_11, &__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_12);
    __Pyx_XGOTREF(__pyx_t_11);
    __Pyx_XGOTREF(__pyx_t_10);
    /*try:*/ {

      /* "pandas/src/inference.pyx":1095
 * 
 *     try:
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             row = rows[i]
 *             for j from 0 <= j < len(row):
 */
      __pyx_t_1 = __pyx_v_n;
      for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
        __pyx_v_i = __pyx_t_3;

        /* "pandas/src/inference.pyx":1096
 *     try:
 *         for i in range(n):
 *             row = rows[i]             # <<<<<<<<<<<<<<
 *             for j from 0 <= j < len(row):
 *                 result[i, j] = row[j]
 */
        if (unlikely(__pyx_v_rows == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1096; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        }
        __pyx_t_2 = __Pyx_GetItemInt_List(__pyx_v_rows, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1096; __pyx_clineno = __LINE__; goto __pyx_L6_error;};
        __Pyx_GOTREF(__pyx_t_2);
        if (!(likely(PyTuple_CheckExact(__pyx_t_2))||((__pyx_t_2) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_t_2)->tp_name), 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1096; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        __Pyx_XDECREF_SET(__pyx_v_row, ((PyObject*)__pyx_t_2));
        __pyx_t_2 = 0;

        /* "pandas/src/inference.pyx":1097
 *         for i in range(n):
 *             row = rows[i]
 *             for j from 0 <= j < len(row):             # <<<<<<<<<<<<<<
 *                 result[i, j] = row[j]
 *     except Exception:
 */
        if (unlikely(__pyx_v_row == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1097; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        }
        __pyx_t_13 = PyTuple_GET_SIZE(__pyx_v_row); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1097; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
        for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_13; __pyx_v_j++) {

          /* "pandas/src/inference.pyx":1098
 *             row = rows[i]
 *             for j from 0 <= j < len(row):
 *                 result[i, j] = row[j]             # <<<<<<<<<<<<<<
 *     except Exception:
 *         # upcast any subclasses to tuple
 */
          if (unlikely(__pyx_v_row == Py_None)) {
            PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
          }
          __pyx_t_2 = __Pyx_GetItemInt_Tuple(__pyx_v_row, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L6_error;};
          __Pyx_GOTREF(__pyx_t_2);
          __pyx_t_14 = __pyx_v_i;
          __pyx_t_15 = __pyx_v_j;
          __pyx_t_9 = -1;
          if (__pyx_t_14 < 0) {
            __pyx_t_14 += __pyx_pybuffernd_result.diminfo[0].shape;
            if (unlikely(__pyx_t_14 < 0)) __pyx_t_9 = 0;
          } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
          if (__pyx_t_15 < 0) {
            __pyx_t_15 += __pyx_pybuffernd_result.diminfo[1].shape;
            if (unlikely(__pyx_t_15 < 0)) __pyx_t_9 = 1;
          } else if (unlikely(__pyx_t_15 >= __pyx_pybuffernd_result.diminfo[1].shape)) __pyx_t_9 = 1;
          if (unlikely(__pyx_t_9 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_9);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1098; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
          }
          __pyx_t_16 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_15, __pyx_pybuffernd_result.diminfo[1].strides);
          __Pyx_GOTREF(*__pyx_t_16);
          __Pyx_INCREF(__pyx_t_2); __Pyx_DECREF(*__pyx_t_16);
          *__pyx_t_16 = __pyx_t_2;
          __Pyx_GIVEREF(*__pyx_t_16);
          __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        }
      }
    }
    __Pyx_XDECREF(__pyx_t_12); __pyx_t_12 = 0;
    __Pyx_XDECREF(__pyx_t_11); __pyx_t_11 = 0;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    goto __pyx_L13_try_end;
    __pyx_L6_error:;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":1099
 *             for j from 0 <= j < len(row):
 *                 result[i, j] = row[j]
 *     except Exception:             # <<<<<<<<<<<<<<
 *         # upcast any subclasses to tuple
 *         for i in range(n):
 */
    __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_Exception);
    if (__pyx_t_9) {
      __Pyx_AddTraceback("pandas.lib.to_object_array_tuples", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_7, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1099; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GOTREF(__pyx_t_6);

      /* "pandas/src/inference.pyx":1101
 *     except Exception:
 *         # upcast any subclasses to tuple
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             row = tuple(rows[i])
 *             for j from 0 <= j < len(row):
 */
      __pyx_t_1 = __pyx_v_n;
      for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
        __pyx_v_i = __pyx_t_3;

        /* "pandas/src/inference.pyx":1102
 *         # upcast any subclasses to tuple
 *         for i in range(n):
 *             row = tuple(rows[i])             # <<<<<<<<<<<<<<
 *             for j from 0 <= j < len(row):
 *                 result[i, j] = row[j]
 */
        if (unlikely(__pyx_v_rows == Py_None)) {
          PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
          {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1102; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        }
        __pyx_t_5 = __Pyx_GetItemInt_List(__pyx_v_rows, __pyx_v_i, Py_ssize_t, 1, PyInt_FromSsize_t, 1, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1102; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;};
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_17 = PyTuple_New(1); if (unlikely(!__pyx_t_17)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1102; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_17);
        PyTuple_SET_ITEM(__pyx_t_17, 0, __pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_5);
        __pyx_t_5 = 0;
        __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyTuple_Type))), __pyx_t_17, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1102; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_17); __pyx_t_17 = 0;
        __Pyx_XDECREF_SET(__pyx_v_row, ((PyObject*)__pyx_t_5));
        __pyx_t_5 = 0;

        /* "pandas/src/inference.pyx":1103
 *         for i in range(n):
 *             row = tuple(rows[i])
 *             for j from 0 <= j < len(row):             # <<<<<<<<<<<<<<
 *                 result[i, j] = row[j]
 * 
 */
        __pyx_t_13 = PyTuple_GET_SIZE(__pyx_v_row); if (unlikely(__pyx_t_13 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1103; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
        for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_13; __pyx_v_j++) {

          /* "pandas/src/inference.pyx":1104
 *             row = tuple(rows[i])
 *             for j from 0 <= j < len(row):
 *                 result[i, j] = row[j]             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
          __pyx_t_5 = __Pyx_GetItemInt_Tuple(__pyx_v_row, __pyx_v_j, Py_ssize_t, 1, PyInt_FromSsize_t, 0, 1, 1); if (unlikely(__pyx_t_5 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1104; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;};
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_18 = __pyx_v_i;
          __pyx_t_19 = __pyx_v_j;
          __pyx_t_9 = -1;
          if (__pyx_t_18 < 0) {
            __pyx_t_18 += __pyx_pybuffernd_result.diminfo[0].shape;
            if (unlikely(__pyx_t_18 < 0)) __pyx_t_9 = 0;
          } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
          if (__pyx_t_19 < 0) {
            __pyx_t_19 += __pyx_pybuffernd_result.diminfo[1].shape;
            if (unlikely(__pyx_t_19 < 0)) __pyx_t_9 = 1;
          } else if (unlikely(__pyx_t_19 >= __pyx_pybuffernd_result.diminfo[1].shape)) __pyx_t_9 = 1;
          if (unlikely(__pyx_t_9 != -1)) {
            __Pyx_RaiseBufferIndexError(__pyx_t_9);
            {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1104; __pyx_clineno = __LINE__; goto __pyx_L8_except_error;}
          }
          __pyx_t_16 = __Pyx_BufPtrStrided2d(PyObject **, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_result.diminfo[0].strides, __pyx_t_19, __pyx_pybuffernd_result.diminfo[1].strides);
          __Pyx_GOTREF(*__pyx_t_16);
          __Pyx_INCREF(__pyx_t_5); __Pyx_DECREF(*__pyx_t_16);
          *__pyx_t_16 = __pyx_t_5;
          __Pyx_GIVEREF(*__pyx_t_16);
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        }
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      goto __pyx_L7_exception_handled;
    }
    goto __pyx_L8_except_error;
    __pyx_L8_except_error:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_11, __pyx_t_10);
    goto __pyx_L1_error;
    __pyx_L7_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_12);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_12, __pyx_t_11, __pyx_t_10);
    __pyx_L13_try_end:;
  }

  /* "pandas/src/inference.pyx":1106
 *                 result[i, j] = row[j]
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":1078
 *     return result
 * 
 * def to_object_array_tuples(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_17);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.to_object_array_tuples", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_row);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/src/inference.pyx":1109
 * 
 * 
 * def fast_multiget(dict mapping, ndarray keys, default=np.nan):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(keys)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_3lib_202fast_multiget(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_3lib_202fast_multiget = {"fast_multiget", (PyCFunction)__pyx_pw_6pandas_3lib_202fast_multiget, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_3lib_202fast_multiget(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_mapping = 0;
  PyArrayObject *__pyx_v_keys = 0;
  PyObject *__pyx_v_default = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("fast_multiget (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_mapping,&__pyx_n_s_keys,&__pyx_n_s_default,0};
    PyObject* values[3] = {0,0,0};
    values[2] = __pyx_k__57;
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mapping)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_keys)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("fast_multiget", 0, 2, 3, 1); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_default);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "fast_multiget") < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_mapping = ((PyObject*)values[0]);
    __pyx_v_keys = ((PyArrayObject *)values[1]);
    __pyx_v_default = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("fast_multiget", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.lib.fast_multiget", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_mapping), (&PyDict_Type), 1, "mapping", 1))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_keys), __pyx_ptype_5numpy_ndarray, 1, "keys", 0))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_r = __pyx_pf_6pandas_3lib_201fast_multiget(__pyx_self, __pyx_v_mapping, __pyx_v_keys, __pyx_v_default);

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_pf_6pandas_3lib_201fast_multiget(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_mapping, PyArrayObject *__pyx_v_keys, PyObject *__pyx_v_default) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  PyObject *__pyx_v_val = 0;
  PyArrayObject *__pyx_v_output = 0;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_output;
  __Pyx_Buffer __pyx_pybuffer_output;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyArrayObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  Py_ssize_t __pyx_t_10;
  int __pyx_t_11;
  PyObject **__pyx_t_12;
  Py_ssize_t __pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("fast_multiget", 0);
  __Pyx_INCREF((PyObject *)__pyx_v_keys);
  __pyx_pybuffer_output.pybuffer.buf = NULL;
  __pyx_pybuffer_output.refcount = 0;
  __pyx_pybuffernd_output.data = NULL;
  __pyx_pybuffernd_output.rcbuffer = &__pyx_pybuffer_output;

  /* "pandas/src/inference.pyx":1111
 * def fast_multiget(dict mapping, ndarray keys, default=np.nan):
 *     cdef:
 *         Py_ssize_t i, n = len(keys)             # <<<<<<<<<<<<<<
 *         object val
 *         ndarray[object] output = np.empty(n, dtype='O')
 */
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_keys)); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1111; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_n = __pyx_t_1;

  /* "pandas/src/inference.pyx":1113
 *         Py_ssize_t i, n = len(keys)
 *         object val
 *         ndarray[object] output = np.empty(n, dtype='O')             # <<<<<<<<<<<<<<
 * 
 *     if n == 0:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_empty); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_dtype, __pyx_n_s_O) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, __pyx_t_2); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (!(likely(((__pyx_t_5) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_5, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_6 = ((PyArrayObject *)__pyx_t_5);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_output.rcbuffer->pybuffer, (PyObject*)__pyx_t_6, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
      __pyx_v_output = ((PyArrayObject *)Py_None); __Pyx_INCREF(Py_None); __pyx_pybuffernd_output.rcbuffer->pybuffer.buf = NULL;
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1113; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    } else {__pyx_pybuffernd_output.diminfo[0].strides = __pyx_pybuffernd_output.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_output.diminfo[0].shape = __pyx_pybuffernd_output.rcbuffer->pybuffer.shape[0];
    }
  }
  __pyx_t_6 = 0;
  __pyx_v_output = ((PyArrayObject *)__pyx_t_5);
  __pyx_t_5 = 0;

  /* "pandas/src/inference.pyx":1115
 *         ndarray[object] output = np.empty(n, dtype='O')
 * 
 *     if n == 0:             # <<<<<<<<<<<<<<
 *         # kludge, for Series
 *         return np.empty(0, dtype='f8')
 */
  __pyx_t_7 = ((__pyx_v_n == 0) != 0);
  if (__pyx_t_7) {

    /* "pandas/src/inference.pyx":1117
 *     if n == 0:
 *         # kludge, for Series
 *         return np.empty(0, dtype='f8')             # <<<<<<<<<<<<<<
 * 
 *     keys = getattr(keys, 'values', keys)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyDict_New(); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (PyDict_SetItem(__pyx_t_5, __pyx_n_s_dtype, __pyx_n_s_f8) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple__58, __pyx_t_5); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_r = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L0;
  }

  /* "pandas/src/inference.pyx":1119
 *         return np.empty(0, dtype='f8')
 * 
 *     keys = getattr(keys, 'values', keys)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_t_4 = __Pyx_GetAttr3(((PyObject *)__pyx_v_keys), __pyx_n_s_values, ((PyObject *)__pyx_v_keys)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1119; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF_SET(__pyx_v_keys, ((PyArrayObject *)__pyx_t_4));
  __pyx_t_4 = 0;

  /* "pandas/src/inference.pyx":1121
 *     keys = getattr(keys, 'values', keys)
 * 
 *     for i in range(n):             # <<<<<<<<<<<<<<
 *         val = util.get_value_1d(keys, i)
 *         if val in mapping:
 */
  __pyx_t_1 = __pyx_v_n;
  for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) {
    __pyx_v_i = __pyx_t_8;

    /* "pandas/src/inference.pyx":1122
 * 
 *     for i in range(n):
 *         val = util.get_value_1d(keys, i)             # <<<<<<<<<<<<<<
 *         if val in mapping:
 *             output[i] = mapping[val]
 */
    __pyx_t_4 = get_value_1d(__pyx_v_keys, __pyx_v_i); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "pandas/src/inference.pyx":1123
 *     for i in range(n):
 *         val = util.get_value_1d(keys, i)
 *         if val in mapping:             # <<<<<<<<<<<<<<
 *             output[i] = mapping[val]
 *         else:
 */
    if (unlikely(__pyx_v_mapping == Py_None)) {
      PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
      {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_7 = (__Pyx_PyDict_Contains(__pyx_v_val, __pyx_v_mapping, Py_EQ)); if (unlikely(__pyx_t_7 < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_9 = (__pyx_t_7 != 0);
    if (__pyx_t_9) {

      /* "pandas/src/inference.pyx":1124
 *         val = util.get_value_1d(keys, i)
 *         if val in mapping:
 *             output[i] = mapping[val]             # <<<<<<<<<<<<<<
 *         else:
 *             output[i] = default
 */
      if (unlikely(__pyx_v_mapping == Py_None)) {
        PyErr_SetString(PyExc_TypeError, "'NoneType' object is not subscriptable");
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_4 = __Pyx_PyDict_GetItem(__pyx_v_mapping, __pyx_v_val); if (unlikely(__pyx_t_4 == NULL)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1124; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_10 = __pyx_v_i;
      __pyx_t_11 = -1;
      if (__pyx_t_10 < 0) {
        __pyx_t_10 += __pyx_pybuffernd_output.diminfo[0].shape;
        if (unlikely(__pyx_t_10 < 0)) __pyx_t_11 = 0;
      } else if (unlikely(__pyx_t_10 >= __pyx_pybuffernd_output.diminfo[0].shape)) __pyx_t_11 = 0;
      if (unlikely(__pyx_t_11 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_11);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1124; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_12 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_output.rcbuffer->pybuffer.buf, __pyx_t_10, __pyx_pybuffernd_output.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_12);
      __Pyx_INCREF(__pyx_t_4); __Pyx_DECREF(*__pyx_t_12);
      *__pyx_t_12 = __pyx_t_4;
      __Pyx_GIVEREF(*__pyx_t_12);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      goto __pyx_L6;
    }
    /*else*/ {

      /* "pandas/src/inference.pyx":1126
 *             output[i] = mapping[val]
 *         else:
 *             output[i] = default             # <<<<<<<<<<<<<<
 * 
 *     return maybe_convert_objects(output)
 */
      __pyx_t_13 = __pyx_v_i;
      __pyx_t_11 = -1;
      if (__pyx_t_13 < 0) {
        __pyx_t_13 += __pyx_pybuffernd_output.diminfo[0].shape;
        if (unlikely(__pyx_t_13 < 0)) __pyx_t_11 = 0;
      } else if (unlikely(__pyx_t_13 >= __pyx_pybuffernd_output.diminfo[0].shape)) __pyx_t_11 = 0;
      if (unlikely(__pyx_t_11 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_11);
        {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1126; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_12 = __Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_output.rcbuffer->pybuffer.buf, __pyx_t_13, __pyx_pybuffernd_output.diminfo[0].strides);
      __Pyx_GOTREF(*__pyx_t_12);
      __Pyx_INCREF(__pyx_v_default); __Pyx_DECREF(*__pyx_t_12);
      *__pyx_t_12 = __pyx_v_default;
      __Pyx_GIVEREF(*__pyx_t_12);
    }
    __pyx_L6:;
  }

  /* "pandas/src/inference.pyx":1128
 *             output[i] = default
 * 
 *     return maybe_convert_objects(output)             # <<<<<<<<<<<<<<
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_maybe_convert_objects); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_5))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_5);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_5, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, ((PyObject *)__pyx_v_output)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
  } else {
    __pyx_t_3 = PyTuple_New(1+1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(((PyObject *)__pyx_v_output));
    PyTuple_SET_ITEM(__pyx_t_3, 0+1, ((PyObject *)__pyx_v_output));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_output));
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1128; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/src/inference.pyx":1109
 * 
 * 
 * def fast_multiget(dict mapping, ndarray keys, default=np.nan):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(keys)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_output.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.lib.fast_multiget", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_output.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF((PyObject *)__pyx_v_output);
  __Pyx_XDECREF((PyObject *)__pyx_v_keys);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":127
 * 
 * 
 * cdef inline _string_to_dts(object val, pandas_datetimestruct* dts,             # <<<<<<<<<<<<<<
 *                            int* out_local, int* out_tzoffset):
 *     cdef int result
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__string_to_dts(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts, int *__pyx_v_out_local, int *__pyx_v_out_tzoffset) {
  int __pyx_v_result;
  char *__pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  char *__pyx_t_3;
  Py_ssize_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_string_to_dts", 0);
  __Pyx_INCREF(__pyx_v_val);

  /* "datetime.pxd":132
 *     cdef char *tmp
 * 
 *     if PyUnicode_Check(val):             # <<<<<<<<<<<<<<
 *         val = PyUnicode_AsASCIIString(val);
 * 
 */
  __pyx_t_1 = (PyUnicode_Check(__pyx_v_val) != 0);
  if (__pyx_t_1) {

    /* "datetime.pxd":133
 * 
 *     if PyUnicode_Check(val):
 *         val = PyUnicode_AsASCIIString(val);             # <<<<<<<<<<<<<<
 * 
 *     tmp = val
 */
    __pyx_t_2 = PyUnicode_AsASCIIString(__pyx_v_val); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "datetime.pxd":135
 *         val = PyUnicode_AsASCIIString(val);
 * 
 *     tmp = val             # <<<<<<<<<<<<<<
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)
 * 
 */
  __pyx_t_3 = __Pyx_PyObject_AsString(__pyx_v_val); if (unlikely((!__pyx_t_3) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_tmp = __pyx_t_3;

  /* "datetime.pxd":136
 * 
 *     tmp = val
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)             # <<<<<<<<<<<<<<
 * 
 *     if result == -1:
 */
  __pyx_t_4 = PyObject_Length(__pyx_v_val); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 136; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_result = __pyx_f_8datetime__cstring_to_dts(__pyx_v_tmp, __pyx_t_4, __pyx_v_dts, __pyx_v_out_local, __pyx_v_out_tzoffset);

  /* "datetime.pxd":138
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)
 * 
 *     if result == -1:             # <<<<<<<<<<<<<<
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 */
  __pyx_t_1 = ((__pyx_v_result == -1) != 0);
  if (__pyx_t_1) {

    /* "datetime.pxd":139
 * 
 *     if result == -1:
 *         raise ValueError('Unable to parse %s' % str(val))             # <<<<<<<<<<<<<<
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,
 */
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)(&PyString_Type))), __pyx_t_2, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyString_Format(__pyx_kp_s_Unable_to_parse_s, __pyx_t_5); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[4]; __pyx_lineno = 139; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "datetime.pxd":127
 * 
 * 
 * cdef inline _string_to_dts(object val, pandas_datetimestruct* dts,             # <<<<<<<<<<<<<<
 *                            int* out_local, int* out_tzoffset):
 *     cdef int result
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("datetime._string_to_dts", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":141
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,             # <<<<<<<<<<<<<<
 *                                 pandas_datetimestruct* dts,
 *                                 int* out_local, int* out_tzoffset):
 */

static CYTHON_INLINE int __pyx_f_8datetime__cstring_to_dts(char *__pyx_v_val, int __pyx_v_length, pandas_datetimestruct *__pyx_v_dts, int *__pyx_v_out_local, int *__pyx_v_out_tzoffset) {
  npy_bool __pyx_v_special;
  PANDAS_DATETIMEUNIT __pyx_v_out_bestunit;
  int __pyx_v_result;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_cstring_to_dts", 0);

  /* "datetime.pxd":149
 *         int result
 * 
 *     result = parse_iso_8601_datetime(val, length, PANDAS_FR_ns,             # <<<<<<<<<<<<<<
 *                                      NPY_UNSAFE_CASTING,
 *                                      dts, out_local, out_tzoffset, &out_bestunit, &special)
 */
  __pyx_v_result = parse_iso_8601_datetime(__pyx_v_val, __pyx_v_length, PANDAS_FR_ns, NPY_UNSAFE_CASTING, __pyx_v_dts, __pyx_v_out_local, __pyx_v_out_tzoffset, (&__pyx_v_out_bestunit), (&__pyx_v_special));

  /* "datetime.pxd":152
 *                                      NPY_UNSAFE_CASTING,
 *                                      dts, out_local, out_tzoffset, &out_bestunit, &special)
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "datetime.pxd":141
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,             # <<<<<<<<<<<<<<
 *                                 pandas_datetimestruct* dts,
 *                                 int* out_local, int* out_tzoffset):
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":155
 * 
 * 
 * cdef inline object _datetime64_to_datetime(int64_t val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__datetime64_to_datetime(__pyx_t_5numpy_int64_t __pyx_v_val) {
  pandas_datetimestruct __pyx_v_dts;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_datetime64_to_datetime", 0);

  /* "datetime.pxd":157
 * cdef inline object _datetime64_to_datetime(int64_t val):
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)             # <<<<<<<<<<<<<<
 *     return _dts_to_pydatetime(&dts)
 * 
 */
  pandas_datetime_to_datetimestruct(__pyx_v_val, PANDAS_FR_ns, (&__pyx_v_dts));

  /* "datetime.pxd":158
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 *     return _dts_to_pydatetime(&dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_8datetime__dts_to_pydatetime((&__pyx_v_dts)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "datetime.pxd":155
 * 
 * 
 * cdef inline object _datetime64_to_datetime(int64_t val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("datetime._datetime64_to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":160
 *     return _dts_to_pydatetime(&dts)
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__dts_to_pydatetime(pandas_datetimestruct *__pyx_v_dts) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_dts_to_pydatetime", 0);

  /* "datetime.pxd":161
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,             # <<<<<<<<<<<<<<
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "datetime.pxd":163
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 */
  __pyx_t_1 = PyDateTime_FromDateAndTime(__pyx_v_dts->year, __pyx_v_dts->month, __pyx_v_dts->day, __pyx_v_dts->hour, __pyx_v_dts->min, __pyx_v_dts->sec, __pyx_v_dts->us); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 161; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);

  /* "datetime.pxd":161
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,             # <<<<<<<<<<<<<<
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)
 */
  __Pyx_INCREF(((PyObject *)__pyx_t_1));
  __pyx_r = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "datetime.pxd":160
 *     return _dts_to_pydatetime(&dts)
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("datetime._dts_to_pydatetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":165
 *                                                dts.min, dts.sec, dts.us)
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__pydatetime_to_dts(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_pydatetime_to_dts", 0);

  /* "datetime.pxd":166
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)             # <<<<<<<<<<<<<<
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 166; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->year = PyDateTime_GET_YEAR(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":167
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)             # <<<<<<<<<<<<<<
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->month = PyDateTime_GET_MONTH(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":168
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)             # <<<<<<<<<<<<<<
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->day = PyDateTime_GET_DAY(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":169
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)             # <<<<<<<<<<<<<<
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 */
  __pyx_v_dts->hour = PyDateTime_DATE_GET_HOUR(__pyx_v_val);

  /* "datetime.pxd":170
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)             # <<<<<<<<<<<<<<
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 */
  __pyx_v_dts->min = PyDateTime_DATE_GET_MINUTE(__pyx_v_val);

  /* "datetime.pxd":171
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)             # <<<<<<<<<<<<<<
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0
 */
  __pyx_v_dts->sec = PyDateTime_DATE_GET_SECOND(__pyx_v_val);

  /* "datetime.pxd":172
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_v_dts->us = PyDateTime_DATE_GET_MICROSECOND(__pyx_v_val);

  /* "datetime.pxd":173
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":174
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":165
 *                                                dts.min, dts.sec, dts.us)
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("datetime._pydatetime_to_dts", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":176
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__dtlike_to_datetime64(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  npy_int64 __pyx_t_2;
  npy_int32 __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_dtlike_to_datetime64", 0);

  /* "datetime.pxd":178
 * cdef inline int64_t _dtlike_to_datetime64(object val,
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year             # <<<<<<<<<<<<<<
 *     dts.month = val.month
 *     dts.day = val.day
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_year); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_As_npy_int64(__pyx_t_1); if (unlikely((__pyx_t_2 == (npy_int64)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->year = __pyx_t_2;

  /* "datetime.pxd":179
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 *     dts.month = val.month             # <<<<<<<<<<<<<<
 *     dts.day = val.day
 *     dts.hour = val.hour
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_month); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->month = __pyx_t_3;

  /* "datetime.pxd":180
 *     dts.year = val.year
 *     dts.month = val.month
 *     dts.day = val.day             # <<<<<<<<<<<<<<
 *     dts.hour = val.hour
 *     dts.min = val.minute
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_day); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->day = __pyx_t_3;

  /* "datetime.pxd":181
 *     dts.month = val.month
 *     dts.day = val.day
 *     dts.hour = val.hour             # <<<<<<<<<<<<<<
 *     dts.min = val.minute
 *     dts.sec = val.second
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_hour); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->hour = __pyx_t_3;

  /* "datetime.pxd":182
 *     dts.day = val.day
 *     dts.hour = val.hour
 *     dts.min = val.minute             # <<<<<<<<<<<<<<
 *     dts.sec = val.second
 *     dts.us = val.microsecond
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_minute); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->min = __pyx_t_3;

  /* "datetime.pxd":183
 *     dts.hour = val.hour
 *     dts.min = val.minute
 *     dts.sec = val.second             # <<<<<<<<<<<<<<
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_second); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->sec = __pyx_t_3;

  /* "datetime.pxd":184
 *     dts.min = val.minute
 *     dts.sec = val.second
 *     dts.us = val.microsecond             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_microsecond); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 184; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->us = __pyx_t_3;

  /* "datetime.pxd":185
 *     dts.sec = val.second
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":186
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _date_to_datetime64(object val,
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":176
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_WriteUnraisable("datetime._dtlike_to_datetime64", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":188
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _date_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__date_to_datetime64(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_date_to_datetime64", 0);

  /* "datetime.pxd":190
 * cdef inline int64_t _date_to_datetime64(object val,
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)             # <<<<<<<<<<<<<<
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->year = PyDateTime_GET_YEAR(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":191
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)             # <<<<<<<<<<<<<<
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->month = PyDateTime_GET_MONTH(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":192
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)             # <<<<<<<<<<<<<<
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dts->day = PyDateTime_GET_DAY(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":193
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_v_dts->hour = 0;
  __pyx_v_dts->min = 0;
  __pyx_v_dts->sec = 0;
  __pyx_v_dts->us = 0;

  /* "datetime.pxd":194
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":195
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":188
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _date_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("datetime._date_to_datetime64", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":196
 *         # experimental exception made for __getbuffer__ and __releasebuffer__
 *         # -- the details of this may change.
 *         def __getbuffer__(ndarray self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_v_copy_shape;
  int __pyx_v_i;
  int __pyx_v_ndim;
  int __pyx_v_endian_detector;
  int __pyx_v_little_endian;
  int __pyx_v_t;
  char *__pyx_v_f;
  PyArray_Descr *__pyx_v_descr = 0;
  int __pyx_v_offset;
  int __pyx_v_hasfields;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  char *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "numpy.pxd":202
 *             # of flags
 * 
 *             if info == NULL: return             # <<<<<<<<<<<<<<
 * 
 *             cdef int copy_shape, i, ndim
 */
  __pyx_t_1 = ((__pyx_v_info == NULL) != 0);
  if (__pyx_t_1) {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "numpy.pxd":205
 * 
 *             cdef int copy_shape, i, ndim
 *             cdef int endian_detector = 1             # <<<<<<<<<<<<<<
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 * 
 */
  __pyx_v_endian_detector = 1;

  /* "numpy.pxd":206
 *             cdef int copy_shape, i, ndim
 *             cdef int endian_detector = 1
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)             # <<<<<<<<<<<<<<
 * 
 *             ndim = PyArray_NDIM(self)
 */
  __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);

  /* "numpy.pxd":208
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 * 
 *             ndim = PyArray_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 */
  __pyx_v_ndim = PyArray_NDIM(__pyx_v_self);

  /* "numpy.pxd":210
 *             ndim = PyArray_NDIM(self)
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 copy_shape = 1
 *             else:
 */
  __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":211
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 copy_shape = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 copy_shape = 0
 */
    __pyx_v_copy_shape = 1;
    goto __pyx_L4;
  }
  /*else*/ {

    /* "numpy.pxd":213
 *                 copy_shape = 1
 *             else:
 *                 copy_shape = 0             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 */
    __pyx_v_copy_shape = 0;
  }
  __pyx_L4:;

  /* "numpy.pxd":215
 *                 copy_shape = 0
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")
 */
  __pyx_t_2 = (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0);
  if (__pyx_t_2) {
    goto __pyx_L7_next_and;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L6_bool_binop_done;
  }
  __pyx_L7_next_and:;

  /* "numpy.pxd":216
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):             # <<<<<<<<<<<<<<
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 */
  __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_C_CONTIGUOUS) != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L6_bool_binop_done:;
  if (__pyx_t_1) {

    /* "numpy.pxd":217
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__59, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "numpy.pxd":219
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 */
  __pyx_t_2 = (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0);
  if (__pyx_t_2) {
    goto __pyx_L10_next_and;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L9_bool_binop_done;
  }
  __pyx_L10_next_and:;

  /* "numpy.pxd":220
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):             # <<<<<<<<<<<<<<
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 * 
 */
  __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_F_CONTIGUOUS) != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L9_bool_binop_done:;
  if (__pyx_t_1) {

    /* "numpy.pxd":221
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")             # <<<<<<<<<<<<<<
 * 
 *             info.buf = PyArray_DATA(self)
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__60, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "numpy.pxd":223
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 * 
 *             info.buf = PyArray_DATA(self)             # <<<<<<<<<<<<<<
 *             info.ndim = ndim
 *             if copy_shape:
 */
  __pyx_v_info->buf = PyArray_DATA(__pyx_v_self);

  /* "numpy.pxd":224
 * 
 *             info.buf = PyArray_DATA(self)
 *             info.ndim = ndim             # <<<<<<<<<<<<<<
 *             if copy_shape:
 *                 # Allocate new buffer for strides and shape info.
 */
  __pyx_v_info->ndim = __pyx_v_ndim;

  /* "numpy.pxd":225
 *             info.buf = PyArray_DATA(self)
 *             info.ndim = ndim
 *             if copy_shape:             # <<<<<<<<<<<<<<
 *                 # Allocate new buffer for strides and shape info.
 *                 # This is allocated as one block, strides first.
 */
  __pyx_t_1 = (__pyx_v_copy_shape != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":228
 *                 # Allocate new buffer for strides and shape info.
 *                 # This is allocated as one block, strides first.
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)             # <<<<<<<<<<<<<<
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):
 */
    __pyx_v_info->strides = ((Py_ssize_t *)malloc((((sizeof(Py_ssize_t)) * ((size_t)__pyx_v_ndim)) * 2)));

    /* "numpy.pxd":229
 *                 # This is allocated as one block, strides first.
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
 *                 info.shape = info.strides + ndim             # <<<<<<<<<<<<<<
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 */
    __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim);

    /* "numpy.pxd":230
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):             # <<<<<<<<<<<<<<
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 */
    __pyx_t_4 = __pyx_v_ndim;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "numpy.pxd":231
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]             # <<<<<<<<<<<<<<
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 *             else:
 */
      (__pyx_v_info->strides[__pyx_v_i]) = (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]);

      /* "numpy.pxd":232
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 *                     info.shape[i] = PyArray_DIMS(self)[i]             # <<<<<<<<<<<<<<
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 */
      (__pyx_v_info->shape[__pyx_v_i]) = (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]);
    }
    goto __pyx_L11;
  }
  /*else*/ {

    /* "numpy.pxd":234
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)             # <<<<<<<<<<<<<<
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL
 */
    __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self));

    /* "numpy.pxd":235
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)             # <<<<<<<<<<<<<<
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)
 */
    __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self));
  }
  __pyx_L11:;

  /* "numpy.pxd":236
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *             info.itemsize = PyArray_ITEMSIZE(self)
 *             info.readonly = not PyArray_ISWRITEABLE(self)
 */
  __pyx_v_info->suboffsets = NULL;

  /* "numpy.pxd":237
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)             # <<<<<<<<<<<<<<
 *             info.readonly = not PyArray_ISWRITEABLE(self)
 * 
 */
  __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self);

  /* "numpy.pxd":238
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)
 *             info.readonly = not PyArray_ISWRITEABLE(self)             # <<<<<<<<<<<<<<
 * 
 *             cdef int t
 */
  __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0));

  /* "numpy.pxd":241
 * 
 *             cdef int t
 *             cdef char* f = NULL             # <<<<<<<<<<<<<<
 *             cdef dtype descr = self.descr
 *             cdef list stack
 */
  __pyx_v_f = NULL;

  /* "numpy.pxd":242
 *             cdef int t
 *             cdef char* f = NULL
 *             cdef dtype descr = self.descr             # <<<<<<<<<<<<<<
 *             cdef list stack
 *             cdef int offset
 */
  __pyx_t_3 = ((PyObject *)__pyx_v_self->descr);
  __Pyx_INCREF(__pyx_t_3);
  __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "numpy.pxd":246
 *             cdef int offset
 * 
 *             cdef bint hasfields = PyDataType_HASFIELDS(descr)             # <<<<<<<<<<<<<<
 * 
 *             if not hasfields and not copy_shape:
 */
  __pyx_v_hasfields = PyDataType_HASFIELDS(__pyx_v_descr);

  /* "numpy.pxd":248
 *             cdef bint hasfields = PyDataType_HASFIELDS(descr)
 * 
 *             if not hasfields and not copy_shape:             # <<<<<<<<<<<<<<
 *                 # do not call releasebuffer
 *                 info.obj = None
 */
  __pyx_t_2 = ((!(__pyx_v_hasfields != 0)) != 0);
  if (__pyx_t_2) {
    goto __pyx_L16_next_and;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L15_bool_binop_done;
  }
  __pyx_L16_next_and:;
  __pyx_t_2 = ((!(__pyx_v_copy_shape != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L15_bool_binop_done:;
  if (__pyx_t_1) {

    /* "numpy.pxd":250
 *             if not hasfields and not copy_shape:
 *                 # do not call releasebuffer
 *                 info.obj = None             # <<<<<<<<<<<<<<
 *             else:
 *                 # need to call releasebuffer
 */
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj);
    __pyx_v_info->obj = Py_None;
    goto __pyx_L14;
  }
  /*else*/ {

    /* "numpy.pxd":253
 *             else:
 *                 # need to call releasebuffer
 *                 info.obj = self             # <<<<<<<<<<<<<<
 * 
 *             if not hasfields:
 */
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj);
    __pyx_v_info->obj = ((PyObject *)__pyx_v_self);
  }
  __pyx_L14:;

  /* "numpy.pxd":255
 *                 info.obj = self
 * 
 *             if not hasfields:             # <<<<<<<<<<<<<<
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or
 */
  __pyx_t_1 = ((!(__pyx_v_hasfields != 0)) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":256
 * 
 *             if not hasfields:
 *                 t = descr.type_num             # <<<<<<<<<<<<<<
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 */
    __pyx_t_4 = __pyx_v_descr->type_num;
    __pyx_v_t = __pyx_t_4;

    /* "numpy.pxd":257
 *             if not hasfields:
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 */
    __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0);
    if (!__pyx_t_2) {
      goto __pyx_L20_next_or;
    } else {
      goto __pyx_L21_next_and;
    }
    __pyx_L21_next_and:;
    __pyx_t_2 = (__pyx_v_little_endian != 0);
    if (!__pyx_t_2) {
      goto __pyx_L20_next_or;
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L19_bool_binop_done;
    }
    __pyx_L20_next_or:;

    /* "numpy.pxd":258
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):             # <<<<<<<<<<<<<<
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"
 */
    __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0);
    if (__pyx_t_2) {
      goto __pyx_L22_next_and;
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L19_bool_binop_done;
    }
    __pyx_L22_next_and:;
    __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L19_bool_binop_done:;
    if (__pyx_t_1) {

      /* "numpy.pxd":259
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__61, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "numpy.pxd":276
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 *                 elif t == NPY_OBJECT:      f = "O"             # <<<<<<<<<<<<<<
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 */
    switch (__pyx_v_t) {

      /* "numpy.pxd":260
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"
 */
      case NPY_BYTE:
      __pyx_v_f = __pyx_k_b;
      break;

      /* "numpy.pxd":261
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"
 */
      case NPY_UBYTE:
      __pyx_v_f = __pyx_k_B;
      break;

      /* "numpy.pxd":262
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"
 */
      case NPY_SHORT:
      __pyx_v_f = __pyx_k_h;
      break;

      /* "numpy.pxd":263
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"
 */
      case NPY_USHORT:
      __pyx_v_f = __pyx_k_H;
      break;

      /* "numpy.pxd":264
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"
 */
      case NPY_INT:
      __pyx_v_f = __pyx_k_i;
      break;

      /* "numpy.pxd":265
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"
 */
      case NPY_UINT:
      __pyx_v_f = __pyx_k_I;
      break;

      /* "numpy.pxd":266
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"
 */
      case NPY_LONG:
      __pyx_v_f = __pyx_k_l;
      break;

      /* "numpy.pxd":267
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 */
      case NPY_ULONG:
      __pyx_v_f = __pyx_k_L;
      break;

      /* "numpy.pxd":268
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"
 */
      case NPY_LONGLONG:
      __pyx_v_f = __pyx_k_q;
      break;

      /* "numpy.pxd":269
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"
 */
      case NPY_ULONGLONG:
      __pyx_v_f = __pyx_k_Q;
      break;

      /* "numpy.pxd":270
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 */
      case NPY_FLOAT:
      __pyx_v_f = __pyx_k_f;
      break;

      /* "numpy.pxd":271
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 */
      case NPY_DOUBLE:
      __pyx_v_f = __pyx_k_d;
      break;

      /* "numpy.pxd":272
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 */
      case NPY_LONGDOUBLE:
      __pyx_v_f = __pyx_k_g;
      break;

      /* "numpy.pxd":273
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 */
      case NPY_CFLOAT:
      __pyx_v_f = __pyx_k_Zf;
      break;

      /* "numpy.pxd":274
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 *                 elif t == NPY_OBJECT:      f = "O"
 */
      case NPY_CDOUBLE:
      __pyx_v_f = __pyx_k_Zd;
      break;

      /* "numpy.pxd":275
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_OBJECT:      f = "O"
 *                 else:
 */
      case NPY_CLONGDOUBLE:
      __pyx_v_f = __pyx_k_Zg;
      break;

      /* "numpy.pxd":276
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 *                 elif t == NPY_OBJECT:      f = "O"             # <<<<<<<<<<<<<<
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 */
      case NPY_OBJECT:
      __pyx_v_f = __pyx_k_O;
      break;
      default:

      /* "numpy.pxd":278
 *                 elif t == NPY_OBJECT:      f = "O"
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)             # <<<<<<<<<<<<<<
 *                 info.format = f
 *                 return
 */
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_6 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_t_3); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_6, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      break;
    }

    /* "numpy.pxd":279
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *                 info.format = f             # <<<<<<<<<<<<<<
 *                 return
 *             else:
 */
    __pyx_v_info->format = __pyx_v_f;

    /* "numpy.pxd":280
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *                 info.format = f
 *                 return             # <<<<<<<<<<<<<<
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 */
    __pyx_r = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "numpy.pxd":282
 *                 return
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)             # <<<<<<<<<<<<<<
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0
 */
    __pyx_v_info->format = ((char *)malloc(255));

    /* "numpy.pxd":283
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 *                 info.format[0] = '^' # Native data types, manual alignment             # <<<<<<<<<<<<<<
 *                 offset = 0
 *                 f = _util_dtypestring(descr, info.format + 1,
 */
    (__pyx_v_info->format[0]) = '^';

    /* "numpy.pxd":284
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0             # <<<<<<<<<<<<<<
 *                 f = _util_dtypestring(descr, info.format + 1,
 *                                       info.format + _buffer_format_string_len,
 */
    __pyx_v_offset = 0;

    /* "numpy.pxd":285
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0
 *                 f = _util_dtypestring(descr, info.format + 1,             # <<<<<<<<<<<<<<
 *                                       info.format + _buffer_format_string_len,
 *                                       &offset)
 */
    __pyx_t_7 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, (__pyx_v_info->format + 1), (__pyx_v_info->format + 255), (&__pyx_v_offset)); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 285; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_f = __pyx_t_7;

    /* "numpy.pxd":288
 *                                       info.format + _buffer_format_string_len,
 *                                       &offset)
 *                 f[0] = 0 # Terminate format string             # <<<<<<<<<<<<<<
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 */
    (__pyx_v_f[0]) = 0;
  }

  /* "numpy.pxd":196
 *         # experimental exception made for __getbuffer__ and __releasebuffer__
 *         # -- the details of this may change.
 *         def __getbuffer__(ndarray self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_descr);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":290
 *                 f[0] = 0 # Terminate format string
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 */

/* Python wrapper */
static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/
static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__releasebuffer__ (wrapper)", 0);
  __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__releasebuffer__", 0);

  /* "numpy.pxd":291
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 *             if PyArray_HASFIELDS(self):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 */
  __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":292
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)             # <<<<<<<<<<<<<<
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 stdlib.free(info.strides)
 */
    free(__pyx_v_info->format);
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "numpy.pxd":293
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.strides)
 *                 # info.shape was stored after info.strides in the same block
 */
  __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":294
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 stdlib.free(info.strides)             # <<<<<<<<<<<<<<
 *                 # info.shape was stored after info.strides in the same block
 * 
 */
    free(__pyx_v_info->strides);
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "numpy.pxd":290
 *                 f[0] = 0 # Terminate format string
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "numpy.pxd":772
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);

  /* "numpy.pxd":773
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 *     return PyArray_MultiIterNew(1, <void*>a)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 773; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":772
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":775
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);

  /* "numpy.pxd":776
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 776; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":775
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":778
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);

  /* "numpy.pxd":779
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 779; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":778
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":781
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);

  /* "numpy.pxd":782
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 782; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":781
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":784
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);

  /* "numpy.pxd":785
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)             # <<<<<<<<<<<<<<
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 785; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":784
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":787
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:             # <<<<<<<<<<<<<<
 *     # Recursive utility function used in __getbuffer__ to get format
 *     # string. The new location in the format string is returned.
 */

static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *__pyx_v_descr, char *__pyx_v_f, char *__pyx_v_end, int *__pyx_v_offset) {
  PyArray_Descr *__pyx_v_child = 0;
  int __pyx_v_endian_detector;
  int __pyx_v_little_endian;
  PyObject *__pyx_v_fields = 0;
  PyObject *__pyx_v_childname = NULL;
  PyObject *__pyx_v_new_offset = NULL;
  PyObject *__pyx_v_t = NULL;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  long __pyx_t_8;
  char *__pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_util_dtypestring", 0);

  /* "numpy.pxd":794
 *     cdef int delta_offset
 *     cdef tuple i
 *     cdef int endian_detector = 1             # <<<<<<<<<<<<<<
 *     cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 *     cdef tuple fields
 */
  __pyx_v_endian_detector = 1;

  /* "numpy.pxd":795
 *     cdef tuple i
 *     cdef int endian_detector = 1
 *     cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)             # <<<<<<<<<<<<<<
 *     cdef tuple fields
 * 
 */
  __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);

  /* "numpy.pxd":798
 *     cdef tuple fields
 * 
 *     for childname in descr.names:             # <<<<<<<<<<<<<<
 *         fields = descr.fields[childname]
 *         child, new_offset = fields
 */
  if (unlikely(__pyx_v_descr->names == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    {__pyx_filename = __pyx_f[5]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = __pyx_v_descr->names; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 798; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "numpy.pxd":799
 * 
 *     for childname in descr.names:
 *         fields = descr.fields[childname]             # <<<<<<<<<<<<<<
 *         child, new_offset = fields
 * 
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_descr->fields, __pyx_v_childname); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(PyTuple_CheckExact(__pyx_t_3))||((__pyx_t_3) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_t_3)->tp_name), 0))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject*)__pyx_t_3));
    __pyx_t_3 = 0;

    /* "numpy.pxd":800
 *     for childname in descr.names:
 *         fields = descr.fields[childname]
 *         child, new_offset = fields             # <<<<<<<<<<<<<<
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 */
    if (likely(__pyx_v_fields != Py_None)) {
      PyObject* sequence = __pyx_v_fields;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        {__pyx_filename = __pyx_f[5]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      #else
      __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      #endif
    } else {
      __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[5]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3));
    __pyx_t_3 = 0;
    __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "numpy.pxd":802
 *         child, new_offset = fields
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:             # <<<<<<<<<<<<<<
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 */
    __pyx_t_4 = __Pyx_PyInt_From_ptrdiff_t((__pyx_v_end - __pyx_v_f)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyNumber_Subtract(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyObject_RichCompare(__pyx_t_3, __pyx_int_15, Py_LT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 802; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_6) {

      /* "numpy.pxd":803
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")             # <<<<<<<<<<<<<<
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__62, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "numpy.pxd":805
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 *         if ((child.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")
 */
    __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0);
    if (!__pyx_t_7) {
      goto __pyx_L8_next_or;
    } else {
      goto __pyx_L9_next_and;
    }
    __pyx_L9_next_and:;
    __pyx_t_7 = (__pyx_v_little_endian != 0);
    if (!__pyx_t_7) {
      goto __pyx_L8_next_or;
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_L8_next_or:;

    /* "numpy.pxd":806
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):             # <<<<<<<<<<<<<<
 *             raise ValueError(u"Non-native byte order not supported")
 *             # One could encode it in the format string and have Cython
 */
    __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0);
    if (__pyx_t_7) {
      goto __pyx_L10_next_and;
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_L10_next_and:;
    __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0);
    __pyx_t_6 = __pyx_t_7;
    __pyx_L7_bool_binop_done:;
    if (__pyx_t_6) {

      /* "numpy.pxd":807
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *             # One could encode it in the format string and have Cython
 *             # complain instead, BUT: < and > in format strings also imply
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__63, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 807; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      {__pyx_filename = __pyx_f[5]; __pyx_lineno = 807; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "numpy.pxd":817
 * 
 *         # Output padding bytes
 *         while offset[0] < new_offset:             # <<<<<<<<<<<<<<
 *             f[0] = 120 # "x"; pad byte
 *             f += 1
 */
    while (1) {
      __pyx_t_5 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_t_5, __pyx_v_new_offset, Py_LT); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (!__pyx_t_6) break;

      /* "numpy.pxd":818
 *         # Output padding bytes
 *         while offset[0] < new_offset:
 *             f[0] = 120 # "x"; pad byte             # <<<<<<<<<<<<<<
 *             f += 1
 *             offset[0] += 1
 */
      (__pyx_v_f[0]) = 120;

      /* "numpy.pxd":819
 *         while offset[0] < new_offset:
 *             f[0] = 120 # "x"; pad byte
 *             f += 1             # <<<<<<<<<<<<<<
 *             offset[0] += 1
 * 
 */
      __pyx_v_f = (__pyx_v_f + 1);

      /* "numpy.pxd":820
 *             f[0] = 120 # "x"; pad byte
 *             f += 1
 *             offset[0] += 1             # <<<<<<<<<<<<<<
 * 
 *         offset[0] += child.itemsize
 */
      __pyx_t_8 = 0;
      (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1);
    }

    /* "numpy.pxd":822
 *             offset[0] += 1
 * 
 *         offset[0] += child.itemsize             # <<<<<<<<<<<<<<
 * 
 *         if not PyDataType_HASFIELDS(child):
 */
    __pyx_t_8 = 0;
    (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize);

    /* "numpy.pxd":824
 *         offset[0] += child.itemsize
 * 
 *         if not PyDataType_HASFIELDS(child):             # <<<<<<<<<<<<<<
 *             t = child.type_num
 *             if end - f < 5:
 */
    __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0);
    if (__pyx_t_6) {

      /* "numpy.pxd":825
 * 
 *         if not PyDataType_HASFIELDS(child):
 *             t = child.type_num             # <<<<<<<<<<<<<<
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")
 */
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 825; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "numpy.pxd":826
 *         if not PyDataType_HASFIELDS(child):
 *             t = child.type_num
 *             if end - f < 5:             # <<<<<<<<<<<<<<
 *                 raise RuntimeError(u"Format string allocated too short.")
 * 
 */
      __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0);
      if (__pyx_t_6) {

        /* "numpy.pxd":827
 *             t = child.type_num
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")             # <<<<<<<<<<<<<<
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 */
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__64, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_Raise(__pyx_t_3, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        {__pyx_filename = __pyx_f[5]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }

      /* "numpy.pxd":830
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"             # <<<<<<<<<<<<<<
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_BYTE); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 98;
        goto __pyx_L15;
      }

      /* "numpy.pxd":831
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"             # <<<<<<<<<<<<<<
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 */
      __pyx_t_5 = PyInt_FromLong(NPY_UBYTE); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 66;
        goto __pyx_L15;
      }

      /* "numpy.pxd":832
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"             # <<<<<<<<<<<<<<
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_SHORT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 832; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 832; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 832; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 104;
        goto __pyx_L15;
      }

      /* "numpy.pxd":833
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"             # <<<<<<<<<<<<<<
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 */
      __pyx_t_5 = PyInt_FromLong(NPY_USHORT); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 833; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 833; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 833; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 72;
        goto __pyx_L15;
      }

      /* "numpy.pxd":834
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"             # <<<<<<<<<<<<<<
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_INT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 834; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 834; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 834; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 105;
        goto __pyx_L15;
      }

      /* "numpy.pxd":835
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 */
      __pyx_t_5 = PyInt_FromLong(NPY_UINT); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 835; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 835; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 835; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 73;
        goto __pyx_L15;
      }

      /* "numpy.pxd":836
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"             # <<<<<<<<<<<<<<
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_LONG); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 836; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 836; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 836; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 108;
        goto __pyx_L15;
      }

      /* "numpy.pxd":837
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 */
      __pyx_t_5 = PyInt_FromLong(NPY_ULONG); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 837; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 76;
        goto __pyx_L15;
      }

      /* "numpy.pxd":838
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"             # <<<<<<<<<<<<<<
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_LONGLONG); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 838; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 838; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 838; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 113;
        goto __pyx_L15;
      }

      /* "numpy.pxd":839
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"             # <<<<<<<<<<<<<<
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 */
      __pyx_t_5 = PyInt_FromLong(NPY_ULONGLONG); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 839; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 839; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 839; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 81;
        goto __pyx_L15;
      }

      /* "numpy.pxd":840
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"             # <<<<<<<<<<<<<<
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_FLOAT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 840; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 102;
        goto __pyx_L15;
      }

      /* "numpy.pxd":841
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 */
      __pyx_t_5 = PyInt_FromLong(NPY_DOUBLE); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 100;
        goto __pyx_L15;
      }

      /* "numpy.pxd":842
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"             # <<<<<<<<<<<<<<
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 */
      __pyx_t_3 = PyInt_FromLong(NPY_LONGDOUBLE); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 842; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 103;
        goto __pyx_L15;
      }

      /* "numpy.pxd":843
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf             # <<<<<<<<<<<<<<
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 */
      __pyx_t_5 = PyInt_FromLong(NPY_CFLOAT); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 843; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 843; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 843; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 102;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":844
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd             # <<<<<<<<<<<<<<
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 */
      __pyx_t_3 = PyInt_FromLong(NPY_CDOUBLE); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 844; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 100;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":845
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg             # <<<<<<<<<<<<<<
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 *             else:
 */
      __pyx_t_5 = PyInt_FromLong(NPY_CLONGDOUBLE); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 845; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 103;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":846
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"             # <<<<<<<<<<<<<<
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 */
      __pyx_t_3 = PyInt_FromLong(NPY_OBJECT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 846; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 846; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 846; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 79;
        goto __pyx_L15;
      }
      /*else*/ {

        /* "numpy.pxd":848
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)             # <<<<<<<<<<<<<<
 *             f += 1
 *         else:
 */
        __pyx_t_5 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 848; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 848; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_3);
        PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_5);
        __pyx_t_5 = 0;
        __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 848; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_Raise(__pyx_t_5, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        {__pyx_filename = __pyx_f[5]; __pyx_lineno = 848; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L15:;

      /* "numpy.pxd":849
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *             f += 1             # <<<<<<<<<<<<<<
 *         else:
 *             # Cython ignores struct boundary information ("T{...}"),
 */
      __pyx_v_f = (__pyx_v_f + 1);
      goto __pyx_L13;
    }
    /*else*/ {

      /* "numpy.pxd":853
 *             # Cython ignores struct boundary information ("T{...}"),
 *             # so don't output it
 *             f = _util_dtypestring(child, f, end, offset)             # <<<<<<<<<<<<<<
 *     return f
 * 
 */
      __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); if (unlikely(__pyx_t_9 == NULL)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 853; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_v_f = __pyx_t_9;
    }
    __pyx_L13:;

    /* "numpy.pxd":798
 *     cdef tuple fields
 * 
 *     for childname in descr.names:             # <<<<<<<<<<<<<<
 *         fields = descr.fields[childname]
 *         child, new_offset = fields
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "numpy.pxd":854
 *             # so don't output it
 *             f = _util_dtypestring(child, f, end, offset)
 *     return f             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_f;
  goto __pyx_L0;

  /* "numpy.pxd":787
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:             # <<<<<<<<<<<<<<
 *     # Recursive utility function used in __getbuffer__ to get format
 *     # string. The new location in the format string is returned.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_child);
  __Pyx_XDECREF(__pyx_v_fields);
  __Pyx_XDECREF(__pyx_v_childname);
  __Pyx_XDECREF(__pyx_v_new_offset);
  __Pyx_XDECREF(__pyx_v_t);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":970
 * 
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *      cdef PyObject* baseptr
 *      if base is None:
 */

static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) {
  PyObject *__pyx_v_baseptr;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  __Pyx_RefNannySetupContext("set_array_base", 0);

  /* "numpy.pxd":972
 * cdef inline void set_array_base(ndarray arr, object base):
 *      cdef PyObject* baseptr
 *      if base is None:             # <<<<<<<<<<<<<<
 *          baseptr = NULL
 *      else:
 */
  __pyx_t_1 = (__pyx_v_base == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "numpy.pxd":973
 *      cdef PyObject* baseptr
 *      if base is None:
 *          baseptr = NULL             # <<<<<<<<<<<<<<
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!
 */
    __pyx_v_baseptr = NULL;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "numpy.pxd":975
 *          baseptr = NULL
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!             # <<<<<<<<<<<<<<
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)
 */
    Py_INCREF(__pyx_v_base);

    /* "numpy.pxd":976
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!
 *          baseptr = <PyObject*>base             # <<<<<<<<<<<<<<
 *      Py_XDECREF(arr.base)
 *      arr.base = baseptr
 */
    __pyx_v_baseptr = ((PyObject *)__pyx_v_base);
  }
  __pyx_L3:;

  /* "numpy.pxd":977
 *          Py_INCREF(base) # important to do this before decref below!
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)             # <<<<<<<<<<<<<<
 *      arr.base = baseptr
 * 
 */
  Py_XDECREF(__pyx_v_arr->base);

  /* "numpy.pxd":978
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)
 *      arr.base = baseptr             # <<<<<<<<<<<<<<
 * 
 * cdef inline object get_array_base(ndarray arr):
 */
  __pyx_v_arr->base = __pyx_v_baseptr;

  /* "numpy.pxd":970
 * 
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *      cdef PyObject* baseptr
 *      if base is None:
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "numpy.pxd":980
 *      arr.base = baseptr
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     if arr.base is NULL:
 *         return None
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("get_array_base", 0);

  /* "numpy.pxd":981
 * 
 * cdef inline object get_array_base(ndarray arr):
 *     if arr.base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_arr->base == NULL) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":982
 * cdef inline object get_array_base(ndarray arr):
 *     if arr.base is NULL:
 *         return None             # <<<<<<<<<<<<<<
 *     else:
 *         return <object>arr.base
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = Py_None;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "numpy.pxd":984
 *         return None
 *     else:
 *         return <object>arr.base             # <<<<<<<<<<<<<<
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_arr->base));
    __pyx_r = ((PyObject *)__pyx_v_arr->base);
    goto __pyx_L0;
  }

  /* "numpy.pxd":980
 *      arr.base = baseptr
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     if arr.base is NULL:
 *         return None
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":27
 *     inline object unbox_if_zerodim(object arr)
 * 
 * cdef inline object get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_get_value_at(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_sz;
  PyObject *__pyx_v_casted = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_value_at", 0);
  __Pyx_INCREF(__pyx_v_loc);

  /* "util.pxd":31
 *         Py_ssize_t i, sz
 *         void* data_ptr
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  __pyx_t_1 = (is_float_object(__pyx_v_loc) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":32
 *         void* data_ptr
 *     if is_float_object(loc):
 *         casted = int(loc)             # <<<<<<<<<<<<<<
 *         if casted == loc:
 *             loc = casted
 */
    __pyx_t_2 = PyNumber_Int(__pyx_v_loc); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 32; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_v_casted = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "util.pxd":33
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_casted, __pyx_v_loc, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 33; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_1) {

      /* "util.pxd":34
 *         casted = int(loc)
 *         if casted == loc:
 *             loc = casted             # <<<<<<<<<<<<<<
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)
 */
      __Pyx_INCREF(__pyx_v_casted);
      __Pyx_DECREF_SET(__pyx_v_loc, __pyx_v_casted);
      goto __pyx_L4;
    }
    __pyx_L4:;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "util.pxd":35
 *         if casted == loc:
 *             loc = casted
 *     i = <Py_ssize_t> loc             # <<<<<<<<<<<<<<
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 */
  __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 35; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_i = ((Py_ssize_t)__pyx_t_3);

  /* "util.pxd":36
 *             loc = casted
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)             # <<<<<<<<<<<<<<
 * 
 *     if i < 0 and sz > 0:
 */
  __pyx_v_sz = PyArray_SIZE(__pyx_v_arr);

  /* "util.pxd":38
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0 and sz > 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz or sz == 0:
 */
  __pyx_t_4 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_4) {
    goto __pyx_L7_next_and;
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L6_bool_binop_done;
  }
  __pyx_L7_next_and:;
  __pyx_t_4 = ((__pyx_v_sz > 0) != 0);
  __pyx_t_1 = __pyx_t_4;
  __pyx_L6_bool_binop_done:;
  if (__pyx_t_1) {

    /* "util.pxd":39
 * 
 *     if i < 0 and sz > 0:
 *         i += sz             # <<<<<<<<<<<<<<
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')
 */
    __pyx_v_i = (__pyx_v_i + __pyx_v_sz);
    goto __pyx_L5;
  }

  /* "util.pxd":40
 *     if i < 0 and sz > 0:
 *         i += sz
 *     elif i >= sz or sz == 0:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  __pyx_t_4 = ((__pyx_v_i >= __pyx_v_sz) != 0);
  if (!__pyx_t_4) {
    goto __pyx_L9_next_or;
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L8_bool_binop_done;
  }
  __pyx_L9_next_or:;
  __pyx_t_4 = ((__pyx_v_sz == 0) != 0);
  __pyx_t_1 = __pyx_t_4;
  __pyx_L8_bool_binop_done:;
  if (__pyx_t_1) {

    /* "util.pxd":41
 *         i += sz
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     return get_value_1d(arr, i)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__65, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L5:;

  /* "util.pxd":43
 *         raise IndexError('index out of bounds')
 * 
 *     return get_value_1d(arr, i)             # <<<<<<<<<<<<<<
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = get_value_1d(__pyx_v_arr, __pyx_v_i); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "util.pxd":27
 *     inline object unbox_if_zerodim(object arr)
 * 
 * cdef inline object get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("util.get_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_casted);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":45
 *     return get_value_1d(arr, i)
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc, PyObject *__pyx_v_value) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_sz;
  PyObject *__pyx_v_casted = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("set_value_at", 0);
  __Pyx_INCREF(__pyx_v_loc);

  /* "util.pxd":48
 *     cdef:
 *         Py_ssize_t i, sz
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  __pyx_t_1 = (is_float_object(__pyx_v_loc) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":49
 *         Py_ssize_t i, sz
 *     if is_float_object(loc):
 *         casted = int(loc)             # <<<<<<<<<<<<<<
 *         if casted == loc:
 *             loc = casted
 */
    __pyx_t_2 = PyNumber_Int(__pyx_v_loc); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_v_casted = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "util.pxd":50
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_casted, __pyx_v_loc, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_1) {

      /* "util.pxd":51
 *         casted = int(loc)
 *         if casted == loc:
 *             loc = casted             # <<<<<<<<<<<<<<
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)
 */
      __Pyx_INCREF(__pyx_v_casted);
      __Pyx_DECREF_SET(__pyx_v_loc, __pyx_v_casted);
      goto __pyx_L4;
    }
    __pyx_L4:;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "util.pxd":52
 *         if casted == loc:
 *             loc = casted
 *     i = <Py_ssize_t> loc             # <<<<<<<<<<<<<<
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 */
  __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 52; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_i = ((Py_ssize_t)__pyx_t_3);

  /* "util.pxd":53
 *             loc = casted
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)             # <<<<<<<<<<<<<<
 * 
 *     if i < 0:
 */
  __pyx_v_sz = PyArray_SIZE(__pyx_v_arr);

  /* "util.pxd":55
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz:
 */
  __pyx_t_1 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":56
 * 
 *     if i < 0:
 *         i += sz             # <<<<<<<<<<<<<<
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')
 */
    __pyx_v_i = (__pyx_v_i + __pyx_v_sz);
    goto __pyx_L5;
  }

  /* "util.pxd":57
 *     if i < 0:
 *         i += sz
 *     elif i >= sz:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  __pyx_t_1 = ((__pyx_v_i >= __pyx_v_sz) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":58
 *         i += sz
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     assign_value_1d(arr, i, value)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__66, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[6]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L5:;

  /* "util.pxd":60
 *         raise IndexError('index out of bounds')
 * 
 *     assign_value_1d(arr, i, value)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int is_contiguous(ndarray arr):
 */
  __pyx_t_4 = assign_value_1d(__pyx_v_arr, __pyx_v_i, __pyx_v_value); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 60; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "util.pxd":45
 *     return get_value_1d(arr, i)
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("util.set_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_casted);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":62
 *     assign_value_1d(arr, i, value)
 * 
 * cdef inline int is_contiguous(ndarray arr):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 */

static CYTHON_INLINE int __pyx_f_4util_is_contiguous(PyArrayObject *__pyx_v_arr) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_contiguous", 0);

  /* "util.pxd":63
 * 
 * cdef inline int is_contiguous(ndarray arr):
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 * 
 * cdef inline is_array(object o):
 */
  __pyx_r = PyArray_CHKFLAGS(__pyx_v_arr, NPY_C_CONTIGUOUS);
  goto __pyx_L0;

  /* "util.pxd":62
 *     assign_value_1d(arr, i, value)
 * 
 * cdef inline int is_contiguous(ndarray arr):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":65
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 * cdef inline is_array(object o):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_Check(o)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_is_array(PyObject *__pyx_v_o) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_array", 0);

  /* "util.pxd":66
 * 
 * cdef inline is_array(object o):
 *     return cnp.PyArray_Check(o)             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknull(object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(PyArray_Check(__pyx_v_o)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 66; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "util.pxd":65
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 * cdef inline is_array(object o):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_Check(o)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("util.is_array", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":68
 *     return cnp.PyArray_Check(o)
 * 
 * cdef inline bint _checknull(object val):             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 */

static CYTHON_INLINE int __pyx_f_4util__checknull(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_checknull", 0);

  /* "util.pxd":69
 * 
 * cdef inline bint _checknull(object val):
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "util.pxd":70
 * cdef inline bint _checknull(object val):
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)             # <<<<<<<<<<<<<<
 *     except ValueError:
 *         return False
 */
      __pyx_t_5 = (__pyx_v_val == Py_None);
      __pyx_t_6 = (__pyx_t_5 != 0);
      if (!__pyx_t_6) {
        goto __pyx_L12_next_or;
      } else {
        __pyx_t_4 = __pyx_t_6;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L12_next_or:;
      __pyx_t_6 = (PyFloat_Check(__pyx_v_val) != 0);
      if (__pyx_t_6) {
        goto __pyx_L13_next_and;
      } else {
        __pyx_t_4 = __pyx_t_6;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L13_next_and:;
      __pyx_t_7 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_6 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 70; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_4 = __pyx_t_6;
      __pyx_L11_bool_binop_done:;
      __pyx_r = __pyx_t_4;
      goto __pyx_L7_try_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;

    /* "util.pxd":71
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
    __pyx_t_8 = PyErr_ExceptionMatches(__pyx_builtin_ValueError);
    if (__pyx_t_8) {
      __Pyx_AddTraceback("util._checknull", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_9, &__pyx_t_10) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GOTREF(__pyx_t_10);

      /* "util.pxd":72
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknull_old(object val):
 */
      __pyx_r = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "util.pxd":68
 *     return cnp.PyArray_Check(o)
 * 
 * cdef inline bint _checknull(object val):             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_WriteUnraisable("util._checknull", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":74
 *         return False
 * 
 * cdef inline bint _checknull_old(object val):             # <<<<<<<<<<<<<<
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 */

static CYTHON_INLINE int __pyx_f_4util__checknull_old(PyObject *__pyx_v_val) {
  PyObject *__pyx_v_np = NULL;
  double __pyx_v_INF;
  double __pyx_v_NEGINF;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  double __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_checknull_old", 0);

  /* "util.pxd":75
 * 
 * cdef inline bint _checknull_old(object val):
 *     import numpy as np             # <<<<<<<<<<<<<<
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 75; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_np = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "util.pxd":76
 * cdef inline bint _checknull_old(object val):
 *     import numpy as np
 *     cdef double INF = <double> np.inf             # <<<<<<<<<<<<<<
 *     cdef double NEGINF = -INF
 *     try:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_inf); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_t_1); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_INF = ((double)__pyx_t_2);

  /* "util.pxd":77
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 */
  __pyx_v_NEGINF = (-__pyx_v_INF);

  /* "util.pxd":78
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
    __Pyx_XGOTREF(__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_5);
    /*try:*/ {

      /* "util.pxd":79
 *     cdef double NEGINF = -INF
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))             # <<<<<<<<<<<<<<
 *     except ValueError:
 *         return False
 */
      __pyx_t_7 = (__pyx_v_val == Py_None);
      __pyx_t_8 = (__pyx_t_7 != 0);
      if (!__pyx_t_8) {
        goto __pyx_L12_next_or;
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L12_next_or:;
      __pyx_t_8 = (PyFloat_Check(__pyx_v_val) != 0);
      if (__pyx_t_8) {
        goto __pyx_L13_next_and;
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L13_next_and:;
      __pyx_t_1 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (!__pyx_t_8) {
        goto __pyx_L14_next_or;
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L14_next_or:;
      __pyx_t_1 = PyFloat_FromDouble(__pyx_v_INF); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_9 = PyObject_RichCompare(__pyx_v_val, __pyx_t_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (!__pyx_t_8) {
        goto __pyx_L15_next_or;
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L15_next_or:;
      __pyx_t_9 = PyFloat_FromDouble(__pyx_v_NEGINF); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = PyObject_RichCompare(__pyx_v_val, __pyx_t_9, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 79; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_6 = __pyx_t_8;
      __pyx_L11_bool_binop_done:;
      __pyx_r = __pyx_t_6;
      goto __pyx_L7_try_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "util.pxd":80
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
    __pyx_t_10 = PyErr_ExceptionMatches(__pyx_builtin_ValueError);
    if (__pyx_t_10) {
      __Pyx_AddTraceback("util._checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_9, &__pyx_t_11) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 80; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GOTREF(__pyx_t_11);

      /* "util.pxd":81
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknan(object val):
 */
      __pyx_r = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L0;
  }

  /* "util.pxd":74
 *         return False
 * 
 * cdef inline bint _checknull_old(object val):             # <<<<<<<<<<<<<<
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_WriteUnraisable("util._checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":83
 *         return False
 * 
 * cdef inline bint _checknan(object val):             # <<<<<<<<<<<<<<
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 */

static CYTHON_INLINE int __pyx_f_4util__checknan(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_checknan", 0);

  /* "util.pxd":84
 * 
 * cdef inline bint _checknan(object val):
 *     return not cnp.PyArray_Check(val) and val != val             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_period_object(object val):
 */
  __pyx_t_2 = ((!(PyArray_Check(__pyx_v_val) != 0)) != 0);
  if (__pyx_t_2) {
    goto __pyx_L4_next_and;
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_L4_next_and:;
  __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 84; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_1 = __pyx_t_2;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "util.pxd":83
 *         return False
 * 
 * cdef inline bint _checknan(object val):             # <<<<<<<<<<<<<<
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_WriteUnraisable("util._checknan", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":86
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 * cdef inline bint is_period_object(object val):             # <<<<<<<<<<<<<<
 *     return getattr(val,'_typ','_typ') == 'period'
 */

static CYTHON_INLINE int __pyx_f_4util_is_period_object(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_period_object", 0);

  /* "util.pxd":87
 * 
 * cdef inline bint is_period_object(object val):
 *     return getattr(val,'_typ','_typ') == 'period'             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __Pyx_GetAttr3(__pyx_v_val, __pyx_n_s_typ, __pyx_n_s_typ); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_RichCompare(__pyx_t_1, __pyx_n_s_period, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 87; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  goto __pyx_L0;

  /* "util.pxd":86
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 * cdef inline bint is_period_object(object val):             # <<<<<<<<<<<<<<
 *     return getattr(val,'_typ','_typ') == 'period'
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_WriteUnraisable("util.is_period_object", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":116
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

/* Python wrapper */
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_shape = 0;
  Py_ssize_t __pyx_v_itemsize;
  PyObject *__pyx_v_format = 0;
  PyObject *__pyx_v_mode = 0;
  int __pyx_v_allocate_buffer;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_shape,&__pyx_n_s_itemsize,&__pyx_n_s_format,&__pyx_n_s_mode,&__pyx_n_s_allocate_buffer,0};
    PyObject* values[5] = {0,0,0,0,0};
    values[3] = ((PyObject *)__pyx_n_s_c);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_shape)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_itemsize)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 1); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_format)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, 2); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  3:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_mode);
          if (value) { values[3] = value; kw_args--; }
        }
        case  4:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_allocate_buffer);
          if (value) { values[4] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4);
        case  4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3);
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_shape = ((PyObject*)values[0]);
    __pyx_v_itemsize = __Pyx_PyIndex_AsSsize_t(values[1]); if (unlikely((__pyx_v_itemsize == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    __pyx_v_format = values[2];
    __pyx_v_mode = values[3];
    if (values[4]) {
      __pyx_v_allocate_buffer = __Pyx_PyObject_IsTrue(values[4]); if (unlikely((__pyx_v_allocate_buffer == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 117; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {

      /* "View.MemoryView":117
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,
 *                   mode="c", bint allocate_buffer=True):             # <<<<<<<<<<<<<<
 * 
 *         cdef int idx
 */
      __pyx_v_allocate_buffer = ((int)1);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 3, 5, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_shape), (&PyTuple_Type), 1, "shape", 1))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (unlikely(((PyObject *)__pyx_v_format) == Py_None)) {
    PyErr_Format(PyExc_TypeError, "Argument '%.200s' must not be None", "format"); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 116; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_r = __pyx_array_MemoryView_5array___cinit__(((struct __pyx_array_obj *)__pyx_v_self), __pyx_v_shape, __pyx_v_itemsize, __pyx_v_format, __pyx_v_mode, __pyx_v_allocate_buffer);

  /* "View.MemoryView":116
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  goto __pyx_L0;
  __pyx_L1_error:;
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_dim;
  PyObject **__pyx_v_p;
  char __pyx_v_order;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  char *__pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);
  __Pyx_INCREF(__pyx_v_format);

  /* "View.MemoryView":123
 *         cdef PyObject **p
 * 
 *         self.ndim = <int> len(shape)             # <<<<<<<<<<<<<<
 *         self.itemsize = itemsize
 * 
 */
  if (unlikely(__pyx_v_shape == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "object of type 'NoneType' has no len()");
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_t_1 = PyTuple_GET_SIZE(__pyx_v_shape); if (unlikely(__pyx_t_1 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->ndim = ((int)__pyx_t_1);

  /* "View.MemoryView":124
 * 
 *         self.ndim = <int> len(shape)
 *         self.itemsize = itemsize             # <<<<<<<<<<<<<<
 * 
 *         if not self.ndim:
 */
  __pyx_v_self->itemsize = __pyx_v_itemsize;

  /* "View.MemoryView":126
 *         self.itemsize = itemsize
 * 
 *         if not self.ndim:             # <<<<<<<<<<<<<<
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_self->ndim != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":127
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__67, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":129
 *             raise ValueError("Empty shape tuple for cython.array")
 * 
 *         if itemsize <= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 */
  __pyx_t_2 = ((__pyx_v_itemsize <= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":130
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if isinstance(format, unicode):
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__68, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":132
 *             raise ValueError("itemsize <= 0 for cython.array")
 * 
 *         if isinstance(format, unicode):             # <<<<<<<<<<<<<<
 *             format = (<unicode>format).encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 */
  __pyx_t_2 = PyUnicode_Check(__pyx_v_format); 
  __pyx_t_4 = (__pyx_t_2 != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":133
 * 
 *         if isinstance(format, unicode):
 *             format = (<unicode>format).encode('ASCII')             # <<<<<<<<<<<<<<
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format
 */
    if (unlikely(__pyx_v_format == Py_None)) {
      PyErr_Format(PyExc_AttributeError, "'NoneType' object has no attribute '%s'", "encode");
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_t_3 = PyUnicode_AsASCIIString(((PyObject*)__pyx_v_format)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 133; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_format, __pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L5;
  }
  __pyx_L5:;

  /* "View.MemoryView":134
 *         if isinstance(format, unicode):
 *             format = (<unicode>format).encode('ASCII')
 *         self._format = format  # keep a reference to the byte string             # <<<<<<<<<<<<<<
 *         self.format = self._format
 * 
 */
  if (!(likely(PyBytes_CheckExact(__pyx_v_format))||((__pyx_v_format) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_v_format)->tp_name), 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 134; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_3 = __pyx_v_format;
  __Pyx_INCREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->_format);
  __Pyx_DECREF(__pyx_v_self->_format);
  __pyx_v_self->_format = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":135
 *             format = (<unicode>format).encode('ASCII')
 *         self._format = format  # keep a reference to the byte string
 *         self.format = self._format             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __Pyx_PyObject_AsString(__pyx_v_self->_format); if (unlikely((!__pyx_t_5) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 135; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_self->format = __pyx_t_5;

  /* "View.MemoryView":138
 * 
 * 
 *         self._shape = <Py_ssize_t *> PyMem_Malloc(sizeof(Py_ssize_t)*self.ndim*2)             # <<<<<<<<<<<<<<
 *         self._strides = self._shape + self.ndim
 * 
 */
  __pyx_v_self->_shape = ((Py_ssize_t *)PyMem_Malloc((((sizeof(Py_ssize_t)) * __pyx_v_self->ndim) * 2)));

  /* "View.MemoryView":139
 * 
 *         self._shape = <Py_ssize_t *> PyMem_Malloc(sizeof(Py_ssize_t)*self.ndim*2)
 *         self._strides = self._shape + self.ndim             # <<<<<<<<<<<<<<
 * 
 *         if not self._shape:
 */
  __pyx_v_self->_strides = (__pyx_v_self->_shape + __pyx_v_self->ndim);

  /* "View.MemoryView":141
 *         self._strides = self._shape + self.ndim
 * 
 *         if not self._shape:             # <<<<<<<<<<<<<<
 *             raise MemoryError("unable to allocate shape and strides.")
 * 
 */
  __pyx_t_4 = ((!(__pyx_v_self->_shape != 0)) != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":142
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__69, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":145
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  __pyx_t_6 = 0;
  __pyx_t_3 = __pyx_v_shape; __Pyx_INCREF(__pyx_t_3); __pyx_t_1 = 0;
  for (;;) {
    if (__pyx_t_1 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_1); __Pyx_INCREF(__pyx_t_7); __pyx_t_1++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #else
    __pyx_t_7 = PySequence_ITEM(__pyx_t_3, __pyx_t_1); __pyx_t_1++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    #endif
    __pyx_t_8 = __Pyx_PyIndex_AsSsize_t(__pyx_t_7); if (unlikely((__pyx_t_8 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 145; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_v_dim = __pyx_t_8;
    __pyx_v_idx = __pyx_t_6;
    __pyx_t_6 = (__pyx_t_6 + 1);

    /* "View.MemoryView":146
 * 
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:             # <<<<<<<<<<<<<<
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim
 */
    __pyx_t_4 = ((__pyx_v_dim <= 0) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":147
 *         for idx, dim in enumerate(shape):
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))             # <<<<<<<<<<<<<<
 *             self._shape[idx] = dim
 * 
 */
      __pyx_t_7 = __Pyx_PyInt_From_int(__pyx_v_idx); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_7);
      __pyx_t_9 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_7);
      __Pyx_GIVEREF(__pyx_t_7);
      PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_9);
      __Pyx_GIVEREF(__pyx_t_9);
      __pyx_t_7 = 0;
      __pyx_t_9 = 0;
      __pyx_t_9 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_t_10); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __pyx_t_10 = PyTuple_New(1); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_10);
      PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_9);
      __Pyx_GIVEREF(__pyx_t_9);
      __pyx_t_9 = 0;
      __pyx_t_9 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_10, NULL); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      __Pyx_Raise(__pyx_t_9, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "View.MemoryView":148
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 *             self._shape[idx] = dim             # <<<<<<<<<<<<<<
 * 
 *         cdef char order
 */
    (__pyx_v_self->_shape[__pyx_v_idx]) = __pyx_v_dim;

    /* "View.MemoryView":145
 * 
 * 
 *         for idx, dim in enumerate(shape):             # <<<<<<<<<<<<<<
 *             if dim <= 0:
 *                 raise ValueError("Invalid shape in axis %d: %d." % (idx, dim))
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":151
 * 
 *         cdef char order
 *         if mode == 'fortran':             # <<<<<<<<<<<<<<
 *             order = b'F'
 *             self.mode = u'fortran'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_fortran, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 151; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":152
 *         cdef char order
 *         if mode == 'fortran':
 *             order = b'F'             # <<<<<<<<<<<<<<
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 */
    __pyx_v_order = 'F';

    /* "View.MemoryView":153
 *         if mode == 'fortran':
 *             order = b'F'
 *             self.mode = u'fortran'             # <<<<<<<<<<<<<<
 *         elif mode == 'c':
 *             order = b'C'
 */
    __Pyx_INCREF(__pyx_n_u_fortran);
    __Pyx_GIVEREF(__pyx_n_u_fortran);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_fortran;
    goto __pyx_L10;
  }

  /* "View.MemoryView":154
 *             order = b'F'
 *             self.mode = u'fortran'
 *         elif mode == 'c':             # <<<<<<<<<<<<<<
 *             order = b'C'
 *             self.mode = u'c'
 */
  __pyx_t_4 = (__Pyx_PyString_Equals(__pyx_v_mode, __pyx_n_s_c, Py_EQ)); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":155
 *             self.mode = u'fortran'
 *         elif mode == 'c':
 *             order = b'C'             # <<<<<<<<<<<<<<
 *             self.mode = u'c'
 *         else:
 */
    __pyx_v_order = 'C';

    /* "View.MemoryView":156
 *         elif mode == 'c':
 *             order = b'C'
 *             self.mode = u'c'             # <<<<<<<<<<<<<<
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 */
    __Pyx_INCREF(__pyx_n_u_c);
    __Pyx_GIVEREF(__pyx_n_u_c);
    __Pyx_GOTREF(__pyx_v_self->mode);
    __Pyx_DECREF(__pyx_v_self->mode);
    __pyx_v_self->mode = __pyx_n_u_c;
    goto __pyx_L10;
  }
  /*else*/ {

    /* "View.MemoryView":158
 *             self.mode = u'c'
 *         else:
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)             # <<<<<<<<<<<<<<
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,
 */
    __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_v_mode); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_9);
    PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_9, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_L10:;

  /* "View.MemoryView":160
 *             raise ValueError("Invalid mode, expected 'c' or 'fortran', got %s" % mode)
 * 
 *         self.len = fill_contig_strides_array(self._shape, self._strides,             # <<<<<<<<<<<<<<
 *                                              itemsize, self.ndim, order)
 * 
 */
  __pyx_v_self->len = __pyx_fill_contig_strides_array(__pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_itemsize, __pyx_v_self->ndim, __pyx_v_order);

  /* "View.MemoryView":163
 *                                              itemsize, self.ndim, order)
 * 
 *         self.free_data = allocate_buffer             # <<<<<<<<<<<<<<
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:
 */
  __pyx_v_self->free_data = __pyx_v_allocate_buffer;

  /* "View.MemoryView":164
 * 
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'             # <<<<<<<<<<<<<<
 *         if allocate_buffer:
 * 
 */
  __pyx_t_3 = PyObject_RichCompare(__pyx_v_format, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 164; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_self->dtype_is_object = __pyx_t_4;

  /* "View.MemoryView":165
 *         self.free_data = allocate_buffer
 *         self.dtype_is_object = format == b'O'
 *         if allocate_buffer:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_4 = (__pyx_v_allocate_buffer != 0);
  if (__pyx_t_4) {

    /* "View.MemoryView":168
 * 
 * 
 *             self.data = <char *>malloc(self.len)             # <<<<<<<<<<<<<<
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")
 */
    __pyx_v_self->data = ((char *)malloc(__pyx_v_self->len));

    /* "View.MemoryView":169
 * 
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:             # <<<<<<<<<<<<<<
 *                 raise MemoryError("unable to allocate array data.")
 * 
 */
    __pyx_t_4 = ((!(__pyx_v_self->data != 0)) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":170
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_MemoryError, __pyx_tuple__70, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "View.MemoryView":172
 *                 raise MemoryError("unable to allocate array data.")
 * 
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 */
    __pyx_t_4 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":173
 * 
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data             # <<<<<<<<<<<<<<
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 */
      __pyx_v_p = ((PyObject **)__pyx_v_self->data);

      /* "View.MemoryView":174
 *             if self.dtype_is_object:
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):             # <<<<<<<<<<<<<<
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)
 */
      if (unlikely(__pyx_v_itemsize == 0)) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[7]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      else if (sizeof(Py_ssize_t) == sizeof(long) && unlikely(__pyx_v_itemsize == -1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_self->len))) {
        #ifdef WITH_THREAD
        PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
        #endif
        PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
        #ifdef WITH_THREAD
        PyGILState_Release(__pyx_gilstate_save);
        #endif
        {__pyx_filename = __pyx_f[7]; __pyx_lineno = 174; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_t_1 = __Pyx_div_Py_ssize_t(__pyx_v_self->len, __pyx_v_itemsize);
      for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_1; __pyx_t_8+=1) {
        __pyx_v_i = __pyx_t_8;

        /* "View.MemoryView":175
 *                 p = <PyObject **> self.data
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None             # <<<<<<<<<<<<<<
 *                     Py_INCREF(Py_None)
 * 
 */
        (__pyx_v_p[__pyx_v_i]) = Py_None;

        /* "View.MemoryView":176
 *                 for i in range(self.len / itemsize):
 *                     p[i] = Py_None
 *                     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
        Py_INCREF(Py_None);
      }
      goto __pyx_L13;
    }
    __pyx_L13:;
    goto __pyx_L11;
  }
  __pyx_L11:;

  /* "View.MemoryView":116
 *         cdef bint dtype_is_object
 * 
 *     def __cinit__(array self, tuple shape, Py_ssize_t itemsize, format not None,             # <<<<<<<<<<<<<<
 *                   mode="c", bint allocate_buffer=True):
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_AddTraceback("View.MemoryView.array.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_format);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":179
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_array_getbuffer_MemoryView_5array_2__getbuffer__(((struct __pyx_array_obj *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array_getbuffer_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_v_bufmode;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  char *__pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "View.MemoryView":180
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1             # <<<<<<<<<<<<<<
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
  __pyx_v_bufmode = -1;

  /* "View.MemoryView":181
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         cdef int bufmode = -1
 *         if self.mode == u"c":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 */
  __pyx_t_1 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_c, Py_EQ)); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 181; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":182
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 */
    __pyx_v_bufmode = (PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);
    goto __pyx_L3;
  }

  /* "View.MemoryView":183
 *         if self.mode == u"c":
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":             # <<<<<<<<<<<<<<
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 */
  __pyx_t_2 = (__Pyx_PyUnicode_Equals(__pyx_v_self->mode, __pyx_n_u_fortran, Py_EQ)); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 183; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_t_1 = (__pyx_t_2 != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":184
 *             bufmode = PyBUF_C_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS             # <<<<<<<<<<<<<<
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 */
    __pyx_v_bufmode = (PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS);
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":185
 *         elif self.mode == u"fortran":
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):             # <<<<<<<<<<<<<<
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 */
  __pyx_t_1 = ((!((__pyx_v_flags & __pyx_v_bufmode) != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":186
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__71, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":187
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data             # <<<<<<<<<<<<<<
 *         info.len = self.len
 *         info.ndim = self.ndim
 */
  __pyx_t_4 = __pyx_v_self->data;
  __pyx_v_info->buf = __pyx_t_4;

  /* "View.MemoryView":188
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")
 *         info.buf = self.data
 *         info.len = self.len             # <<<<<<<<<<<<<<
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 */
  __pyx_t_5 = __pyx_v_self->len;
  __pyx_v_info->len = __pyx_t_5;

  /* "View.MemoryView":189
 *         info.buf = self.data
 *         info.len = self.len
 *         info.ndim = self.ndim             # <<<<<<<<<<<<<<
 *         info.shape = self._shape
 *         info.strides = self._strides
 */
  __pyx_t_6 = __pyx_v_self->ndim;
  __pyx_v_info->ndim = __pyx_t_6;

  /* "View.MemoryView":190
 *         info.len = self.len
 *         info.ndim = self.ndim
 *         info.shape = self._shape             # <<<<<<<<<<<<<<
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 */
  __pyx_t_7 = __pyx_v_self->_shape;
  __pyx_v_info->shape = __pyx_t_7;

  /* "View.MemoryView":191
 *         info.ndim = self.ndim
 *         info.shape = self._shape
 *         info.strides = self._strides             # <<<<<<<<<<<<<<
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 */
  __pyx_t_7 = __pyx_v_self->_strides;
  __pyx_v_info->strides = __pyx_t_7;

  /* "View.MemoryView":192
 *         info.shape = self._shape
 *         info.strides = self._strides
 *         info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *         info.itemsize = self.itemsize
 *         info.readonly = 0
 */
  __pyx_v_info->suboffsets = NULL;

  /* "View.MemoryView":193
 *         info.strides = self._strides
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize             # <<<<<<<<<<<<<<
 *         info.readonly = 0
 * 
 */
  __pyx_t_5 = __pyx_v_self->itemsize;
  __pyx_v_info->itemsize = __pyx_t_5;

  /* "View.MemoryView":194
 *         info.suboffsets = NULL
 *         info.itemsize = self.itemsize
 *         info.readonly = 0             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
  __pyx_v_info->readonly = 0;

  /* "View.MemoryView":196
 *         info.readonly = 0
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":197
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_4 = __pyx_v_self->format;
    __pyx_v_info->format = __pyx_t_4;
    goto __pyx_L5;
  }
  /*else*/ {

    /* "View.MemoryView":199
 *             info.format = self.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.obj = self
 */
    __pyx_v_info->format = NULL;
  }
  __pyx_L5:;

  /* "View.MemoryView":201
 *             info.format = NULL
 * 
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":179
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         cdef int bufmode = -1
 *         if self.mode == u"c":
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __pyx_L2:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":205
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

/* Python wrapper */
static void __pyx_array___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_array___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_array_MemoryView_5array_4__dealloc__(((struct __pyx_array_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_array_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":206
 * 
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:             # <<<<<<<<<<<<<<
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 */
  __pyx_t_1 = ((__pyx_v_self->callback_free_data != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":207
 *     def __dealloc__(array self):
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)             # <<<<<<<<<<<<<<
 *         elif self.free_data:
 *             if self.dtype_is_object:
 */
    __pyx_v_self->callback_free_data(__pyx_v_self->data);
    goto __pyx_L3;
  }

  /* "View.MemoryView":208
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 *         elif self.free_data:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,
 */
  __pyx_t_1 = (__pyx_v_self->free_data != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":209
 *             self.callback_free_data(self.data)
 *         elif self.free_data:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 */
    __pyx_t_1 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":210
 *         elif self.free_data:
 *             if self.dtype_is_object:
 *                 refcount_objects_in_slice(self.data, self._shape,             # <<<<<<<<<<<<<<
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_self->data, __pyx_v_self->_shape, __pyx_v_self->_strides, __pyx_v_self->ndim, 0);
      goto __pyx_L4;
    }
    __pyx_L4:;

    /* "View.MemoryView":212
 *                 refcount_objects_in_slice(self.data, self._shape,
 *                                           self._strides, self.ndim, False)
 *             free(self.data)             # <<<<<<<<<<<<<<
 *         PyMem_Free(self._shape)
 * 
 */
    free(__pyx_v_self->data);
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":213
 *                                           self._strides, self.ndim, False)
 *             free(self.data)
 *         PyMem_Free(self._shape)             # <<<<<<<<<<<<<<
 * 
 *     property memview:
 */
  PyMem_Free(__pyx_v_self->_shape);

  /* "View.MemoryView":205
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")
 * 
 *     def __dealloc__(array self):             # <<<<<<<<<<<<<<
 *         if self.callback_free_data != NULL:
 *             self.callback_free_data(self.data)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":217
 *     property memview:
 *         @cname('get_memview')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 */

/* Python wrapper */
static PyObject *get_memview(PyObject *__pyx_v_self); /*proto*/
static PyObject *get_memview(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = get_memview_MemoryView_5array_7memview___get__(((struct __pyx_array_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *get_memview_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self) {
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":219
 *         def __get__(self):
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE             # <<<<<<<<<<<<<<
 *             return  memoryview(self, flags, self.dtype_is_object)
 * 
 */
  __pyx_v_flags = ((PyBUF_ANY_CONTIGUOUS | PyBUF_FORMAT) | PyBUF_WRITABLE);

  /* "View.MemoryView":220
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 *             return  memoryview(self, flags, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_3, 0, ((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_memoryview_type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 220; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":217
 *     property memview:
 *         @cname('get_memview')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 * 
 *             flags =  PyBUF_ANY_CONTIGUOUS|PyBUF_FORMAT|PyBUF_WRITABLE
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.array.memview.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":223
 * 
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr); /*proto*/
static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getattr__ (wrapper)", 0);
  __pyx_r = __pyx_array_MemoryView_5array_6__getattr__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_attr));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_array_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getattr__", 0);

  /* "View.MemoryView":224
 * 
 *     def __getattr__(self, attr):
 *         return getattr(self.memview, attr)             # <<<<<<<<<<<<<<
 * 
 *     def __getitem__(self, item):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_GetAttr(__pyx_t_1, __pyx_v_attr); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 224; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":223
 * 
 * 
 *     def __getattr__(self, attr):             # <<<<<<<<<<<<<<
 *         return getattr(self.memview, attr)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getattr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":226
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

/* Python wrapper */
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item); /*proto*/
static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_array_MemoryView_5array_8__getitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_array_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "View.MemoryView":227
 * 
 *     def __getitem__(self, item):
 *         return self.memview[item]             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(self, item, value):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_GetItem(__pyx_t_1, __pyx_v_item); if (unlikely(__pyx_t_2 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 227; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":226
 *         return getattr(self.memview, attr)
 * 
 *     def __getitem__(self, item):             # <<<<<<<<<<<<<<
 *         return self.memview[item]
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.array.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":229
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

/* Python wrapper */
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /*proto*/
static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __pyx_array_MemoryView_5array_10__setitem__(((struct __pyx_array_obj *)__pyx_v_self), ((PyObject *)__pyx_v_item), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_array_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);

  /* "View.MemoryView":230
 * 
 *     def __setitem__(self, item, value):
 *         self.memview[item] = value             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_memview); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (unlikely(PyObject_SetItem(__pyx_t_1, __pyx_v_item, __pyx_v_value) < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 230; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":229
 *         return self.memview[item]
 * 
 *     def __setitem__(self, item, value):             # <<<<<<<<<<<<<<
 *         self.memview[item] = value
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.array.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":234
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

static struct __pyx_array_obj *__pyx_array_new(PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, char *__pyx_v_format, char *__pyx_v_mode, char *__pyx_v_buf) {
  struct __pyx_array_obj *__pyx_v_result = 0;
  struct __pyx_array_obj *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("array_cwrapper", 0);

  /* "View.MemoryView":238
 *     cdef array result
 * 
 *     if buf == NULL:             # <<<<<<<<<<<<<<
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_buf == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":239
 * 
 *     if buf == NULL:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))             # <<<<<<<<<<<<<<
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 */
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(4); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_INCREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 2, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_5, 3, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_2 = 0;
    __pyx_t_3 = 0;
    __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_array_type)), __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 239; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_4);
    __pyx_t_4 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":241
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_itemsize); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_mode, 0, strlen(__pyx_v_mode), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = PyTuple_New(4); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_shape);
    __Pyx_GIVEREF(__pyx_v_shape);
    PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_2, 2, __pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_2, 3, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_4 = 0;
    __pyx_t_5 = 0;
    __pyx_t_3 = 0;
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":242
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)             # <<<<<<<<<<<<<<
 *         result.data = buf
 * 
 */
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_allocate_buffer, Py_False) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":241
 *         result = array(shape, itemsize, format, mode.decode('ASCII'))
 *     else:
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),             # <<<<<<<<<<<<<<
 *                        allocate_buffer=False)
 *         result.data = buf
 */
    __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_array_type)), __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 241; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_result = ((struct __pyx_array_obj *)__pyx_t_5);
    __pyx_t_5 = 0;

    /* "View.MemoryView":243
 *         result = array(shape, itemsize, format, mode.decode('ASCII'),
 *                        allocate_buffer=False)
 *         result.data = buf             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    __pyx_v_result->data = __pyx_v_buf;
  }
  __pyx_L3:;

  /* "View.MemoryView":245
 *         result.data = buf
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(((PyObject *)__pyx_r));
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":234
 * 
 * @cname("__pyx_array_new")
 * cdef array array_cwrapper(tuple shape, Py_ssize_t itemsize, char *format,             # <<<<<<<<<<<<<<
 *                           char *mode, char *buf):
 *     cdef array result
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.array_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":271
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

/* Python wrapper */
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_name = 0;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_name_2,0};
    PyObject* values[1] = {0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_name_2)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 1) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
    }
    __pyx_v_name = values[0];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 1, 1, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.Enum.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_MemviewEnum_MemoryView_4Enum___init__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self), __pyx_v_name);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_MemviewEnum_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "View.MemoryView":272
 *     cdef object name
 *     def __init__(self, name):
 *         self.name = name             # <<<<<<<<<<<<<<
 *     def __repr__(self):
 *         return self.name
 */
  __Pyx_INCREF(__pyx_v_name);
  __Pyx_GIVEREF(__pyx_v_name);
  __Pyx_GOTREF(__pyx_v_self->name);
  __Pyx_DECREF(__pyx_v_self->name);
  __pyx_v_self->name = __pyx_v_name;

  /* "View.MemoryView":271
 * cdef class Enum(object):
 *     cdef object name
 *     def __init__(self, name):             # <<<<<<<<<<<<<<
 *         self.name = name
 *     def __repr__(self):
 */

  /* function exit code */
  __pyx_r = 0;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":273
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

/* Python wrapper */
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_MemviewEnum_MemoryView_4Enum_2__repr__(((struct __pyx_MemviewEnum_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_MemviewEnum_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__", 0);

  /* "View.MemoryView":274
 *         self.name = name
 *     def __repr__(self):
 *         return self.name             # <<<<<<<<<<<<<<
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->name);
  __pyx_r = __pyx_v_self->name;
  goto __pyx_L0;

  /* "View.MemoryView":273
 *     def __init__(self, name):
 *         self.name = name
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return self.name
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":288
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

static void *__pyx_align_pointer(void *__pyx_v_memory, size_t __pyx_v_alignment) {
  Py_intptr_t __pyx_v_aligned_p;
  size_t __pyx_v_offset;
  void *__pyx_r;
  int __pyx_t_1;

  /* "View.MemoryView":290
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory             # <<<<<<<<<<<<<<
 *     cdef size_t offset
 * 
 */
  __pyx_v_aligned_p = ((Py_intptr_t)__pyx_v_memory);

  /* "View.MemoryView":294
 * 
 *     with cython.cdivision(True):
 *         offset = aligned_p % alignment             # <<<<<<<<<<<<<<
 * 
 *     if offset > 0:
 */
  __pyx_v_offset = (__pyx_v_aligned_p % __pyx_v_alignment);

  /* "View.MemoryView":296
 *         offset = aligned_p % alignment
 * 
 *     if offset > 0:             # <<<<<<<<<<<<<<
 *         aligned_p += alignment - offset
 * 
 */
  __pyx_t_1 = ((__pyx_v_offset > 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":297
 * 
 *     if offset > 0:
 *         aligned_p += alignment - offset             # <<<<<<<<<<<<<<
 * 
 *     return <void *> aligned_p
 */
    __pyx_v_aligned_p = (__pyx_v_aligned_p + (__pyx_v_alignment - __pyx_v_offset));
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":299
 *         aligned_p += alignment - offset
 * 
 *     return <void *> aligned_p             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview')
 */
  __pyx_r = ((void *)__pyx_v_aligned_p);
  goto __pyx_L0;

  /* "View.MemoryView":288
 * 
 * @cname('__pyx_align_pointer')
 * cdef void *align_pointer(void *memory, size_t alignment) nogil:             # <<<<<<<<<<<<<<
 *     "Align pointer memory on a given boundary"
 *     cdef Py_intptr_t aligned_p = <Py_intptr_t> memory
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":317
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

/* Python wrapper */
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_obj = 0;
  int __pyx_v_flags;
  int __pyx_v_dtype_is_object;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__cinit__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_obj,&__pyx_n_s_flags,&__pyx_n_s_dtype_is_object,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_obj)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_flags)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, 1); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_dtype_is_object);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_obj = values[0];
    __pyx_v_flags = __Pyx_PyInt_As_int(values[1]); if (unlikely((__pyx_v_flags == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    if (values[2]) {
      __pyx_v_dtype_is_object = __Pyx_PyObject_IsTrue(values[2]); if (unlikely((__pyx_v_dtype_is_object == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
    } else {
      __pyx_v_dtype_is_object = ((int)0);
    }
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__cinit__", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 317; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
  __pyx_L3_error:;
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview___cinit__(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_obj, __pyx_v_flags, __pyx_v_dtype_is_object);

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__cinit__", 0);

  /* "View.MemoryView":318
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj             # <<<<<<<<<<<<<<
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 */
  __Pyx_INCREF(__pyx_v_obj);
  __Pyx_GIVEREF(__pyx_v_obj);
  __Pyx_GOTREF(__pyx_v_self->obj);
  __Pyx_DECREF(__pyx_v_self->obj);
  __pyx_v_self->obj = __pyx_v_obj;

  /* "View.MemoryView":319
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):
 *         self.obj = obj
 *         self.flags = flags             # <<<<<<<<<<<<<<
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 */
  __pyx_v_self->flags = __pyx_v_flags;

  /* "View.MemoryView":320
 *         self.obj = obj
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 */
  __pyx_t_2 = (((PyObject *)Py_TYPE(((PyObject *)__pyx_v_self))) == ((PyObject *)((PyObject *)__pyx_memoryview_type)));
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (!__pyx_t_3) {
    goto __pyx_L5_next_or;
  } else {
    __pyx_t_1 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_L5_next_or:;
  __pyx_t_3 = (__pyx_v_obj != Py_None);
  __pyx_t_2 = (__pyx_t_3 != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "View.MemoryView":321
 *         self.flags = flags
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)             # <<<<<<<<<<<<<<
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 */
    __pyx_t_4 = __Pyx_GetBuffer(__pyx_v_obj, (&__pyx_v_self->view), __pyx_v_flags); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 321; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":322
 *         if type(self) is memoryview or obj is not None:
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:             # <<<<<<<<<<<<<<
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)
 */
    __pyx_t_1 = ((((PyObject *)__pyx_v_self->view.obj) == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":323
 *             __Pyx_GetBuffer(obj, &self.view, flags)
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None             # <<<<<<<<<<<<<<
 *                 Py_INCREF(Py_None)
 * 
 */
      ((Py_buffer *)(&__pyx_v_self->view))->obj = Py_None;

      /* "View.MemoryView":324
 *             if <PyObject *> self.view.obj == NULL:
 *                 (<__pyx_buffer *> &self.view).obj = Py_None
 *                 Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *         self.lock = PyThread_allocate_lock()
 */
      Py_INCREF(Py_None);
      goto __pyx_L6;
    }
    __pyx_L6:;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":326
 *                 Py_INCREF(Py_None)
 * 
 *         self.lock = PyThread_allocate_lock()             # <<<<<<<<<<<<<<
 *         if self.lock == NULL:
 *             raise MemoryError
 */
  __pyx_v_self->lock = PyThread_allocate_lock();

  /* "View.MemoryView":327
 * 
 *         self.lock = PyThread_allocate_lock()
 *         if self.lock == NULL:             # <<<<<<<<<<<<<<
 *             raise MemoryError
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->lock == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":328
 *         self.lock = PyThread_allocate_lock()
 *         if self.lock == NULL:
 *             raise MemoryError             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
    PyErr_NoMemory(); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":330
 *             raise MemoryError
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             self.dtype_is_object = self.view.format == b'O'
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":331
 * 
 *         if flags & PyBUF_FORMAT:
 *             self.dtype_is_object = self.view.format == b'O'             # <<<<<<<<<<<<<<
 *         else:
 *             self.dtype_is_object = dtype_is_object
 */
    __pyx_t_5 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_6 = PyObject_RichCompare(__pyx_t_5, __pyx_n_b_O, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 331; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_v_self->dtype_is_object = __pyx_t_1;
    goto __pyx_L8;
  }
  /*else*/ {

    /* "View.MemoryView":333
 *             self.dtype_is_object = self.view.format == b'O'
 *         else:
 *             self.dtype_is_object = dtype_is_object             # <<<<<<<<<<<<<<
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 */
    __pyx_v_self->dtype_is_object = __pyx_v_dtype_is_object;
  }
  __pyx_L8:;

  /* "View.MemoryView":335
 *             self.dtype_is_object = dtype_is_object
 * 
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(             # <<<<<<<<<<<<<<
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL
 */
  __pyx_v_self->acquisition_count_aligned_p = ((__pyx_atomic_int *)__pyx_align_pointer(((void *)(&(__pyx_v_self->acquisition_count[0]))), (sizeof(__pyx_atomic_int))));

  /* "View.MemoryView":337
 *         self.acquisition_count_aligned_p = <__pyx_atomic_int *> align_pointer(
 *                   <void *> &self.acquisition_count[0], sizeof(__pyx_atomic_int))
 *         self.typeinfo = NULL             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(memoryview self):
 */
  __pyx_v_self->typeinfo = NULL;

  /* "View.MemoryView":317
 *     cdef __Pyx_TypeInfo *typeinfo
 * 
 *     def __cinit__(memoryview self, object obj, int flags, bint dtype_is_object=False):             # <<<<<<<<<<<<<<
 *         self.obj = obj
 *         self.flags = flags
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__cinit__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":339
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

/* Python wrapper */
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryview_MemoryView_10memoryview_2__dealloc__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_memoryview_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":340
 * 
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:             # <<<<<<<<<<<<<<
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 */
  __pyx_t_1 = (__pyx_v_self->obj != Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":341
 *     def __dealloc__(memoryview self):
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)             # <<<<<<<<<<<<<<
 * 
 *         if self.lock != NULL:
 */
    __Pyx_ReleaseBuffer((&__pyx_v_self->view));
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":343
 *             __Pyx_ReleaseBuffer(&self.view)
 * 
 *         if self.lock != NULL:             # <<<<<<<<<<<<<<
 *             PyThread_free_lock(self.lock)
 * 
 */
  __pyx_t_2 = ((__pyx_v_self->lock != NULL) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":344
 * 
 *         if self.lock != NULL:
 *             PyThread_free_lock(self.lock)             # <<<<<<<<<<<<<<
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 */
    PyThread_free_lock(__pyx_v_self->lock);
    goto __pyx_L4;
  }
  __pyx_L4:;

  /* "View.MemoryView":339
 *         self.typeinfo = NULL
 * 
 *     def __dealloc__(memoryview self):             # <<<<<<<<<<<<<<
 *         if self.obj is not None:
 *             __Pyx_ReleaseBuffer(&self.view)
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":346
 *             PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  Py_ssize_t __pyx_v_dim;
  char *__pyx_v_itemp;
  PyObject *__pyx_v_idx = NULL;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  PyObject *(*__pyx_t_4)(PyObject *);
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  char *__pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_item_pointer", 0);

  /* "View.MemoryView":348
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf             # <<<<<<<<<<<<<<
 * 
 *         for dim, idx in enumerate(index):
 */
  __pyx_v_itemp = ((char *)__pyx_v_self->view.buf);

  /* "View.MemoryView":350
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  __pyx_t_1 = 0;
  if (likely(PyList_CheckExact(__pyx_v_index)) || PyTuple_CheckExact(__pyx_v_index)) {
    __pyx_t_2 = __pyx_v_index; __Pyx_INCREF(__pyx_t_2); __pyx_t_3 = 0;
    __pyx_t_4 = NULL;
  } else {
    __pyx_t_3 = -1; __pyx_t_2 = PyObject_GetIter(__pyx_v_index); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = Py_TYPE(__pyx_t_2)->tp_iternext; if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_4)) {
      if (likely(PyList_CheckExact(__pyx_t_2))) {
        if (__pyx_t_3 >= PyList_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyList_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_3 >= PyTuple_GET_SIZE(__pyx_t_2)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_5 = PyTuple_GET_ITEM(__pyx_t_2, __pyx_t_3); __Pyx_INCREF(__pyx_t_5); __pyx_t_3++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_5 = PySequence_ITEM(__pyx_t_2, __pyx_t_3); __pyx_t_3++; if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_5 = __pyx_t_4(__pyx_t_2);
      if (unlikely(!__pyx_t_5)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 350; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_5);
    }
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_5);
    __pyx_t_5 = 0;
    __pyx_v_dim = __pyx_t_1;
    __pyx_t_1 = (__pyx_t_1 + 1);

    /* "View.MemoryView":351
 * 
 *         for dim, idx in enumerate(index):
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)             # <<<<<<<<<<<<<<
 * 
 *         return itemp
 */
    __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_v_idx); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_7 = __pyx_pybuffer_index((&__pyx_v_self->view), __pyx_v_itemp, __pyx_t_6, __pyx_v_dim); if (unlikely(__pyx_t_7 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_itemp = __pyx_t_7;

    /* "View.MemoryView":350
 *         cdef char *itemp = <char *> self.view.buf
 * 
 *         for dim, idx in enumerate(index):             # <<<<<<<<<<<<<<
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 */
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":353
 *             itemp = pybuffer_index(&self.view, itemp, idx, dim)
 * 
 *         return itemp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_itemp;
  goto __pyx_L0;

  /* "View.MemoryView":346
 *             PyThread_free_lock(self.lock)
 * 
 *     cdef char *get_item_pointer(memoryview self, object index) except NULL:             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t dim
 *         cdef char *itemp = <char *> self.view.buf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.get_item_pointer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":356
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index); /*proto*/
static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getitem__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_4__getitem__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v_index));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_indices = NULL;
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  char *__pyx_t_6;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__getitem__", 0);

  /* "View.MemoryView":357
 * 
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:             # <<<<<<<<<<<<<<
 *             return self
 * 
 */
  __pyx_t_1 = (__pyx_v_index == __pyx_builtin_Ellipsis);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":358
 *     def __getitem__(memoryview self, object index):
 *         if index is Ellipsis:
 *             return self             # <<<<<<<<<<<<<<
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __pyx_r = ((PyObject *)__pyx_v_self);
    goto __pyx_L0;
  }

  /* "View.MemoryView":360
 *             return self
 * 
 *         have_slices, indices = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         cdef char *itemp
 */
  __pyx_t_3 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (likely(__pyx_t_3 != Py_None)) {
    PyObject* sequence = __pyx_t_3;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_4 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_5 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_t_5);
    #else
    __pyx_t_4 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    #endif
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 360; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_have_slices = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_v_indices = __pyx_t_5;
  __pyx_t_5 = 0;

  /* "View.MemoryView":363
 * 
 *         cdef char *itemp
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             return memview_slice(self, indices)
 *         else:
 */
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_2 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 363; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_2) {

    /* "View.MemoryView":364
 *         cdef char *itemp
 *         if have_slices:
 *             return memview_slice(self, indices)             # <<<<<<<<<<<<<<
 *         else:
 *             itemp = self.get_item_pointer(indices)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((PyObject *)__pyx_memview_slice(__pyx_v_self, __pyx_v_indices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 364; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":366
 *             return memview_slice(self, indices)
 *         else:
 *             itemp = self.get_item_pointer(indices)             # <<<<<<<<<<<<<<
 *             return self.convert_item_to_object(itemp)
 * 
 */
    __pyx_t_6 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_indices); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 366; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_itemp = __pyx_t_6;

    /* "View.MemoryView":367
 *         else:
 *             itemp = self.get_item_pointer(indices)
 *             return self.convert_item_to_object(itemp)             # <<<<<<<<<<<<<<
 * 
 *     def __setitem__(memoryview self, object index, object value):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->convert_item_to_object(__pyx_v_self, __pyx_v_itemp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 367; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":356
 * 
 * 
 *     def __getitem__(memoryview self, object index):             # <<<<<<<<<<<<<<
 *         if index is Ellipsis:
 *             return self
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__getitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_indices);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":369
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 */

/* Python wrapper */
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /*proto*/
static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__setitem__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_6__setitem__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((PyObject *)__pyx_v_index), ((PyObject *)__pyx_v_value));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_have_slices = NULL;
  PyObject *__pyx_v_obj = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__setitem__", 0);
  __Pyx_INCREF(__pyx_v_index);

  /* "View.MemoryView":370
 * 
 *     def __setitem__(memoryview self, object index, object value):
 *         have_slices, index = _unellipsify(index, self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *         if have_slices:
 */
  __pyx_t_1 = _unellipsify(__pyx_v_index, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (likely(__pyx_t_1 != Py_None)) {
    PyObject* sequence = __pyx_t_1;
    #if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = Py_SIZE(sequence);
    #else
    Py_ssize_t size = PySequence_Size(sequence);
    #endif
    if (unlikely(size != 2)) {
      if (size > 2) __Pyx_RaiseTooManyValuesError(2);
      else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_2 = PyTuple_GET_ITEM(sequence, 0); 
    __pyx_t_3 = PyTuple_GET_ITEM(sequence, 1); 
    __Pyx_INCREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_t_3);
    #else
    __pyx_t_2 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  } else {
    __Pyx_RaiseNoneNotIterableError(); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 370; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __pyx_v_have_slices = __pyx_t_2;
  __pyx_t_2 = 0;
  __Pyx_DECREF_SET(__pyx_v_index, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":372
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 *         if have_slices:             # <<<<<<<<<<<<<<
 *             obj = self.is_slice(value)
 *             if obj:
 */
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_have_slices); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 372; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__pyx_t_4) {

    /* "View.MemoryView":373
 * 
 *         if have_slices:
 *             obj = self.is_slice(value)             # <<<<<<<<<<<<<<
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)
 */
    __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->is_slice(__pyx_v_self, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 373; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_obj = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "View.MemoryView":374
 *         if have_slices:
 *             obj = self.is_slice(value)
 *             if obj:             # <<<<<<<<<<<<<<
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 */
    __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_v_obj); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (__pyx_t_4) {

      /* "View.MemoryView":375
 *             obj = self.is_slice(value)
 *             if obj:
 *                 self.setitem_slice_assignment(self[index], obj)             # <<<<<<<<<<<<<<
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)
 */
      __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_3 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assignment(__pyx_v_self, __pyx_t_1, __pyx_v_obj); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      goto __pyx_L4;
    }
    /*else*/ {

      /* "View.MemoryView":377
 *                 self.setitem_slice_assignment(self[index], obj)
 *             else:
 *                 self.setitem_slice_assign_scalar(self[index], value)             # <<<<<<<<<<<<<<
 *         else:
 *             self.setitem_indexed(index, value)
 */
      __pyx_t_3 = PyObject_GetItem(((PyObject *)__pyx_v_self), __pyx_v_index); if (unlikely(__pyx_t_3 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
      __Pyx_GOTREF(__pyx_t_3);
      if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_slice_assign_scalar(__pyx_v_self, ((struct __pyx_memoryview_obj *)__pyx_t_3), __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 377; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    }
    __pyx_L4:;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":379
 *                 self.setitem_slice_assign_scalar(self[index], value)
 *         else:
 *             self.setitem_indexed(index, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef is_slice(self, obj):
 */
    __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->setitem_indexed(__pyx_v_self, __pyx_v_index, __pyx_v_value); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 379; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":369
 *             return self.convert_item_to_object(itemp)
 * 
 *     def __setitem__(memoryview self, object index, object value):             # <<<<<<<<<<<<<<
 *         have_slices, index = _unellipsify(index, self.view.ndim)
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__setitem__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_have_slices);
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":381
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_slice", 0);
  __Pyx_INCREF(__pyx_v_obj);

  /* "View.MemoryView":382
 * 
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):             # <<<<<<<<<<<<<<
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_obj, ((PyObject *)__pyx_memoryview_type)); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":383
 *     cdef is_slice(self, obj):
 *         if not isinstance(obj, memoryview):
 *             try:             # <<<<<<<<<<<<<<
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 */
    {
      __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_5);
      /*try:*/ {

        /* "View.MemoryView":384
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_6 = __Pyx_PyInt_From_int((__pyx_v_self->flags | PyBUF_ANY_CONTIGUOUS)); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":385
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)             # <<<<<<<<<<<<<<
 *             except TypeError:
 *                 return None
 */
        __pyx_t_7 = __Pyx_PyBool_FromLong(__pyx_v_self->dtype_is_object); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 385; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_7);

        /* "View.MemoryView":384
 *         if not isinstance(obj, memoryview):
 *             try:
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,             # <<<<<<<<<<<<<<
 *                                  self.dtype_is_object)
 *             except TypeError:
 */
        __pyx_t_8 = PyTuple_New(3); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_INCREF(__pyx_v_obj);
        PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_v_obj);
        __Pyx_GIVEREF(__pyx_v_obj);
        PyTuple_SET_ITEM(__pyx_t_8, 1, __pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_8, 2, __pyx_t_7);
        __Pyx_GIVEREF(__pyx_t_7);
        __pyx_t_6 = 0;
        __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_memoryview_type)), __pyx_t_8, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 384; __pyx_clineno = __LINE__; goto __pyx_L4_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_DECREF_SET(__pyx_v_obj, __pyx_t_7);
        __pyx_t_7 = 0;
      }
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
      goto __pyx_L11_try_end;
      __pyx_L4_error:;
      __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;

      /* "View.MemoryView":386
 *                 obj = memoryview(obj, self.flags|PyBUF_ANY_CONTIGUOUS,
 *                                  self.dtype_is_object)
 *             except TypeError:             # <<<<<<<<<<<<<<
 *                 return None
 * 
 */
      __pyx_t_9 = PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_9) {
        __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_6) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 386; __pyx_clineno = __LINE__; goto __pyx_L6_except_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_6);

        /* "View.MemoryView":387
 *                                  self.dtype_is_object)
 *             except TypeError:
 *                 return None             # <<<<<<<<<<<<<<
 * 
 *         return obj
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_None);
        __pyx_r = Py_None;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L7_except_return;
      }
      goto __pyx_L6_except_error;
      __pyx_L6_except_error:;
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L1_error;
      __pyx_L7_except_return:;
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_XGIVEREF(__pyx_t_5);
      __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
      goto __pyx_L0;
      __pyx_L11_try_end:;
    }
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":389
 *                 return None
 * 
 *         return obj             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assignment(self, dst, src):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_obj);
  __pyx_r = __pyx_v_obj;
  goto __pyx_L0;

  /* "View.MemoryView":381
 *             self.setitem_indexed(index, value)
 * 
 *     cdef is_slice(self, obj):             # <<<<<<<<<<<<<<
 *         if not isinstance(obj, memoryview):
 *             try:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_obj);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":391
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src) {
  __Pyx_memviewslice __pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_src_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assignment", 0);

  /* "View.MemoryView":395
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  if (!(likely(((__pyx_v_src) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_src, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":396
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],             # <<<<<<<<<<<<<<
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 */
  if (!(likely(((__pyx_v_dst) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_dst, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 396; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":397
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_src, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_2 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_dst, __pyx_n_s_ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_int(__pyx_t_1); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 397; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "View.MemoryView":395
 *         cdef __Pyx_memviewslice src_slice
 * 
 *         memoryview_copy_contents(get_slice_from_memview(src, &src_slice)[0],             # <<<<<<<<<<<<<<
 *                                  get_slice_from_memview(dst, &dst_slice)[0],
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 */
  __pyx_t_4 = __pyx_memoryview_copy_contents((__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_src), (&__pyx_v_src_slice))[0]), (__pyx_memoryview_get_slice_from_memoryview(((struct __pyx_memoryview_obj *)__pyx_v_dst), (&__pyx_v_dst_slice))[0]), __pyx_t_2, __pyx_t_3, __pyx_v_self->dtype_is_object); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 395; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":391
 *         return obj
 * 
 *     cdef setitem_slice_assignment(self, dst, src):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice dst_slice
 *         cdef __Pyx_memviewslice src_slice
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assignment", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":399
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value) {
  int __pyx_v_array[128];
  void *__pyx_v_tmp;
  void *__pyx_v_item;
  __Pyx_memviewslice *__pyx_v_dst_slice;
  __Pyx_memviewslice __pyx_v_tmp_slice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  char const *__pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_slice_assign_scalar", 0);

  /* "View.MemoryView":401
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):
 *         cdef int array[128]
 *         cdef void *tmp = NULL             # <<<<<<<<<<<<<<
 *         cdef void *item
 * 
 */
  __pyx_v_tmp = NULL;

  /* "View.MemoryView":406
 *         cdef __Pyx_memviewslice *dst_slice
 *         cdef __Pyx_memviewslice tmp_slice
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)             # <<<<<<<<<<<<<<
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 */
  __pyx_v_dst_slice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_dst, (&__pyx_v_tmp_slice));

  /* "View.MemoryView":408
 *         dst_slice = get_slice_from_memview(dst, &tmp_slice)
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):             # <<<<<<<<<<<<<<
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 */
  __pyx_t_1 = ((((size_t)__pyx_v_self->view.itemsize) > (sizeof(__pyx_v_array))) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":409
 * 
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)             # <<<<<<<<<<<<<<
 *             if tmp == NULL:
 *                 raise MemoryError
 */
    __pyx_v_tmp = PyMem_Malloc(__pyx_v_self->view.itemsize);

    /* "View.MemoryView":410
 *         if <size_t>self.view.itemsize > sizeof(array):
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:             # <<<<<<<<<<<<<<
 *                 raise MemoryError
 *             item = tmp
 */
    __pyx_t_1 = ((__pyx_v_tmp == NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":411
 *             tmp = PyMem_Malloc(self.view.itemsize)
 *             if tmp == NULL:
 *                 raise MemoryError             # <<<<<<<<<<<<<<
 *             item = tmp
 *         else:
 */
      PyErr_NoMemory(); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 411; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }

    /* "View.MemoryView":412
 *             if tmp == NULL:
 *                 raise MemoryError
 *             item = tmp             # <<<<<<<<<<<<<<
 *         else:
 *             item = <void *> array
 */
    __pyx_v_item = __pyx_v_tmp;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":414
 *             item = tmp
 *         else:
 *             item = <void *> array             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
    __pyx_v_item = ((void *)__pyx_v_array);
  }
  __pyx_L3:;

  /* "View.MemoryView":416
 *             item = <void *> array
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value
 */
  /*try:*/ {

    /* "View.MemoryView":417
 * 
 *         try:
 *             if self.dtype_is_object:             # <<<<<<<<<<<<<<
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 */
    __pyx_t_1 = (__pyx_v_self->dtype_is_object != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":418
 *         try:
 *             if self.dtype_is_object:
 *                 (<PyObject **> item)[0] = <PyObject *> value             # <<<<<<<<<<<<<<
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)
 */
      (((PyObject **)__pyx_v_item)[0]) = ((PyObject *)__pyx_v_value);
      goto __pyx_L8;
    }
    /*else*/ {

      /* "View.MemoryView":420
 *                 (<PyObject **> item)[0] = <PyObject *> value
 *             else:
 *                 self.assign_item_from_object(<char *> item, value)             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, ((char *)__pyx_v_item), __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __pyx_L8:;

    /* "View.MemoryView":424
 * 
 * 
 *             if self.view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 */
    __pyx_t_1 = ((__pyx_v_self->view.suboffsets != NULL) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":425
 * 
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)             # <<<<<<<<<<<<<<
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,
 *                                 item, self.dtype_is_object)
 */
      __pyx_t_2 = assert_direct_dimensions(__pyx_v_self->view.suboffsets, __pyx_v_self->view.ndim); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 425; __pyx_clineno = __LINE__; goto __pyx_L6_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      goto __pyx_L9;
    }
    __pyx_L9:;

    /* "View.MemoryView":426
 *             if self.view.suboffsets != NULL:
 *                 assert_direct_dimensions(self.view.suboffsets, self.view.ndim)
 *             slice_assign_scalar(dst_slice, dst.view.ndim, self.view.itemsize,             # <<<<<<<<<<<<<<
 *                                 item, self.dtype_is_object)
 *         finally:
 */
    __pyx_memoryview_slice_assign_scalar(__pyx_v_dst_slice, __pyx_v_dst->view.ndim, __pyx_v_self->view.itemsize, __pyx_v_item, __pyx_v_self->dtype_is_object);
  }

  /* "View.MemoryView":429
 *                                 item, self.dtype_is_object)
 *         finally:
 *             PyMem_Free(tmp)             # <<<<<<<<<<<<<<
 * 
 *     cdef setitem_indexed(self, index, value):
 */
  /*finally:*/ {
    /*normal exit:*/{
      PyMem_Free(__pyx_v_tmp);
      goto __pyx_L7;
    }
    /*exception exit:*/{
      __pyx_L6_error:;
      __pyx_t_6 = 0; __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      if (PY_MAJOR_VERSION >= 3) __Pyx_ExceptionSwap(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
      if ((PY_MAJOR_VERSION < 3) || unlikely(__Pyx_GetException(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8) < 0)) __Pyx_ErrFetch(&__pyx_t_6, &__pyx_t_7, &__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_6);
      __Pyx_XGOTREF(__pyx_t_7);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_11);
      __pyx_t_3 = __pyx_lineno; __pyx_t_4 = __pyx_clineno; __pyx_t_5 = __pyx_filename;
      {
        PyMem_Free(__pyx_v_tmp);
      }
      if (PY_MAJOR_VERSION >= 3) {
        __Pyx_XGIVEREF(__pyx_t_9);
        __Pyx_XGIVEREF(__pyx_t_10);
        __Pyx_XGIVEREF(__pyx_t_11);
        __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
      }
      __Pyx_XGIVEREF(__pyx_t_6);
      __Pyx_XGIVEREF(__pyx_t_7);
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_ErrRestore(__pyx_t_6, __pyx_t_7, __pyx_t_8);
      __pyx_t_6 = 0; __pyx_t_7 = 0; __pyx_t_8 = 0; __pyx_t_9 = 0; __pyx_t_10 = 0; __pyx_t_11 = 0;
      __pyx_lineno = __pyx_t_3; __pyx_clineno = __pyx_t_4; __pyx_filename = __pyx_t_5;
      goto __pyx_L1_error;
    }
    __pyx_L7:;
  }

  /* "View.MemoryView":399
 *                                  src.ndim, dst.ndim, self.dtype_is_object)
 * 
 *     cdef setitem_slice_assign_scalar(self, memoryview dst, value):             # <<<<<<<<<<<<<<
 *         cdef int array[128]
 *         cdef void *tmp = NULL
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_slice_assign_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":431
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value) {
  char *__pyx_v_itemp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  char *__pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("setitem_indexed", 0);

  /* "View.MemoryView":432
 * 
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)             # <<<<<<<<<<<<<<
 *         self.assign_item_from_object(itemp, value)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->get_item_pointer(__pyx_v_self, __pyx_v_index); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 432; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_itemp = __pyx_t_1;

  /* "View.MemoryView":433
 *     cdef setitem_indexed(self, index, value):
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __pyx_t_2 = ((struct __pyx_vtabstruct_memoryview *)__pyx_v_self->__pyx_vtab)->assign_item_from_object(__pyx_v_self, __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 433; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":431
 *             PyMem_Free(tmp)
 * 
 *     cdef setitem_indexed(self, index, value):             # <<<<<<<<<<<<<<
 *         cdef char *itemp = self.get_item_pointer(index)
 *         self.assign_item_from_object(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.setitem_indexed", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":435
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_v_struct = NULL;
  PyObject *__pyx_v_bytesitem = 0;
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  size_t __pyx_t_10;
  int __pyx_t_11;
  int __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);

  /* "View.MemoryView":438
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef bytes bytesitem
 * 
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":441
 *         cdef bytes bytesitem
 * 
 *         bytesitem = itemp[:self.view.itemsize]             # <<<<<<<<<<<<<<
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 */
  __pyx_t_1 = __Pyx_PyBytes_FromStringAndSize(__pyx_v_itemp + 0, __pyx_v_self->view.itemsize - 0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 441; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_bytesitem = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":442
 * 
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:             # <<<<<<<<<<<<<<
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_2, &__pyx_t_3, &__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_4);
    /*try:*/ {

      /* "View.MemoryView":443
 *         bytesitem = itemp[:self.view.itemsize]
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)             # <<<<<<<<<<<<<<
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_unpack); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_7 = NULL;
      __pyx_t_8 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_7)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_7);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
          __pyx_t_8 = 1;
        }
      }
      __pyx_t_9 = PyTuple_New(2+__pyx_t_8); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_9);
      if (__pyx_t_7) {
        PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_7); __Pyx_GIVEREF(__pyx_t_7); __pyx_t_7 = NULL;
      }
      PyTuple_SET_ITEM(__pyx_t_9, 0+__pyx_t_8, __pyx_t_6);
      __Pyx_GIVEREF(__pyx_t_6);
      __Pyx_INCREF(__pyx_v_bytesitem);
      PyTuple_SET_ITEM(__pyx_t_9, 1+__pyx_t_8, __pyx_v_bytesitem);
      __Pyx_GIVEREF(__pyx_v_bytesitem);
      __pyx_t_6 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_9, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 443; __pyx_clineno = __LINE__; goto __pyx_L3_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_v_result = __pyx_t_1;
      __pyx_t_1 = 0;
    }
    /*else:*/ {

      /* "View.MemoryView":447
 *             raise ValueError("Unable to convert item to object")
 *         else:
 *             if len(self.view.format) == 1:             # <<<<<<<<<<<<<<
 *                 return result[0]
 *             return result
 */
      __pyx_t_10 = strlen(__pyx_v_self->view.format); 
      __pyx_t_11 = ((__pyx_t_10 == 1) != 0);
      if (__pyx_t_11) {

        /* "View.MemoryView":448
 *         else:
 *             if len(self.view.format) == 1:
 *                 return result[0]             # <<<<<<<<<<<<<<
 *             return result
 * 
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_t_1 = __Pyx_GetItemInt(__pyx_v_result, 0, long, 1, __Pyx_PyInt_From_long, 0, 0, 1); if (unlikely(__pyx_t_1 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 448; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;};
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_r = __pyx_t_1;
        __pyx_t_1 = 0;
        goto __pyx_L6_except_return;
      }

      /* "View.MemoryView":449
 *             if len(self.view.format) == 1:
 *                 return result[0]
 *             return result             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_result);
      __pyx_r = __pyx_v_result;
      goto __pyx_L6_except_return;
    }
    __pyx_L3_error:;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "View.MemoryView":444
 *         try:
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:             # <<<<<<<<<<<<<<
 *             raise ValueError("Unable to convert item to object")
 *         else:
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_error); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_12 = PyErr_ExceptionMatches(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_12) {
      __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_5, &__pyx_t_9) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GOTREF(__pyx_t_9);

      /* "View.MemoryView":445
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__72, NULL); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_Raise(__pyx_t_6, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L5_except_error;}
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L1_error;
    __pyx_L6_except_return:;
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
    goto __pyx_L0;
  }

  /* "View.MemoryView":435
 *         self.assign_item_from_object(itemp, value)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memoryview.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesitem);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":451
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_v_struct = NULL;
  char __pyx_v_c;
  PyObject *__pyx_v_bytesvalue = 0;
  Py_ssize_t __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  char *__pyx_t_10;
  char *__pyx_t_11;
  char *__pyx_t_12;
  char *__pyx_t_13;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);

  /* "View.MemoryView":454
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 *         import struct             # <<<<<<<<<<<<<<
 *         cdef char c
 *         cdef bytes bytesvalue
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_struct, 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 454; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_struct = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "View.MemoryView":459
 *         cdef Py_ssize_t i
 * 
 *         if isinstance(value, tuple):             # <<<<<<<<<<<<<<
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 */
  __pyx_t_2 = PyTuple_Check(__pyx_v_value); 
  __pyx_t_3 = (__pyx_t_2 != 0);
  if (__pyx_t_3) {

    /* "View.MemoryView":460
 * 
 *         if isinstance(value, tuple):
 *             bytesvalue = struct.pack(self.view.format, *value)             # <<<<<<<<<<<<<<
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_4 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_4 = PySequence_Tuple(__pyx_v_value); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = PyNumber_Add(__pyx_t_5, __pyx_t_4); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":462
 *             bytesvalue = struct.pack(self.view.format, *value)
 *         else:
 *             bytesvalue = struct.pack(self.view.format, value)             # <<<<<<<<<<<<<<
 * 
 *         for i, c in enumerate(bytesvalue):
 */
    __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_v_struct, __pyx_n_s_pack); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_t_1 = __Pyx_PyBytes_FromString(__pyx_v_self->view.format); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_5 = NULL;
    __pyx_t_7 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_6))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_6);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_6);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_6, function);
        __pyx_t_7 = 1;
      }
    }
    __pyx_t_8 = PyTuple_New(2+__pyx_t_7); if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_8);
    if (__pyx_t_5) {
      PyTuple_SET_ITEM(__pyx_t_8, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
    }
    PyTuple_SET_ITEM(__pyx_t_8, 0+__pyx_t_7, __pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_v_value);
    PyTuple_SET_ITEM(__pyx_t_8, 1+__pyx_t_7, __pyx_v_value);
    __Pyx_GIVEREF(__pyx_v_value);
    __pyx_t_1 = 0;
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_6, __pyx_t_8, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    if (!(likely(PyBytes_CheckExact(__pyx_t_4))||((__pyx_t_4) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "bytes", Py_TYPE(__pyx_t_4)->tp_name), 0))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 462; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_bytesvalue = ((PyObject*)__pyx_t_4);
    __pyx_t_4 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":464
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
  __pyx_t_7 = 0;
  if (unlikely(__pyx_v_bytesvalue == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' is not iterable");
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 464; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  __Pyx_INCREF(__pyx_v_bytesvalue);
  __pyx_t_9 = __pyx_v_bytesvalue;
  __pyx_t_11 = PyBytes_AS_STRING(__pyx_t_9);
  __pyx_t_12 = (__pyx_t_11 + PyBytes_GET_SIZE(__pyx_t_9));
  for (__pyx_t_13 = __pyx_t_11; __pyx_t_13 < __pyx_t_12; __pyx_t_13++) {
    __pyx_t_10 = __pyx_t_13;
    __pyx_v_c = (__pyx_t_10[0]);

    /* "View.MemoryView":465
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    __pyx_v_i = __pyx_t_7;

    /* "View.MemoryView":464
 *             bytesvalue = struct.pack(self.view.format, value)
 * 
 *         for i, c in enumerate(bytesvalue):             # <<<<<<<<<<<<<<
 *             itemp[i] = c
 * 
 */
    __pyx_t_7 = (__pyx_t_7 + 1);

    /* "View.MemoryView":465
 * 
 *         for i, c in enumerate(bytesvalue):
 *             itemp[i] = c             # <<<<<<<<<<<<<<
 * 
 *     @cname('getbuffer')
 */
    (__pyx_v_itemp[__pyx_v_i]) = __pyx_v_c;
  }
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;

  /* "View.MemoryView":451
 *             return result
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         """Only used if instantiated manually by the user, or if Cython doesn't
 *         know how to convert the type"""
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memoryview.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_struct);
  __Pyx_XDECREF(__pyx_v_bytesvalue);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":468
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_getbuffer_MemoryView_10memoryview_8__getbuffer__(((struct __pyx_memoryview_obj *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static int __pyx_memoryview_getbuffer_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  char *__pyx_t_3;
  void *__pyx_t_4;
  int __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "View.MemoryView":469
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.shape = self.view.shape
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":470
 *     def __getbuffer__(self, Py_buffer *info, int flags):
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape             # <<<<<<<<<<<<<<
 *         else:
 *             info.shape = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.shape;
    __pyx_v_info->shape = __pyx_t_2;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":472
 *             info.shape = self.view.shape
 *         else:
 *             info.shape = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_STRIDES:
 */
    __pyx_v_info->shape = NULL;
  }
  __pyx_L3:;

  /* "View.MemoryView":474
 *             info.shape = NULL
 * 
 *         if flags & PyBUF_STRIDES:             # <<<<<<<<<<<<<<
 *             info.strides = self.view.strides
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_STRIDES) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":475
 * 
 *         if flags & PyBUF_STRIDES:
 *             info.strides = self.view.strides             # <<<<<<<<<<<<<<
 *         else:
 *             info.strides = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.strides;
    __pyx_v_info->strides = __pyx_t_2;
    goto __pyx_L4;
  }
  /*else*/ {

    /* "View.MemoryView":477
 *             info.strides = self.view.strides
 *         else:
 *             info.strides = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_INDIRECT:
 */
    __pyx_v_info->strides = NULL;
  }
  __pyx_L4:;

  /* "View.MemoryView":479
 *             info.strides = NULL
 * 
 *         if flags & PyBUF_INDIRECT:             # <<<<<<<<<<<<<<
 *             info.suboffsets = self.view.suboffsets
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_INDIRECT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":480
 * 
 *         if flags & PyBUF_INDIRECT:
 *             info.suboffsets = self.view.suboffsets             # <<<<<<<<<<<<<<
 *         else:
 *             info.suboffsets = NULL
 */
    __pyx_t_2 = __pyx_v_self->view.suboffsets;
    __pyx_v_info->suboffsets = __pyx_t_2;
    goto __pyx_L5;
  }
  /*else*/ {

    /* "View.MemoryView":482
 *             info.suboffsets = self.view.suboffsets
 *         else:
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 * 
 *         if flags & PyBUF_FORMAT:
 */
    __pyx_v_info->suboffsets = NULL;
  }
  __pyx_L5:;

  /* "View.MemoryView":484
 *             info.suboffsets = NULL
 * 
 *         if flags & PyBUF_FORMAT:             # <<<<<<<<<<<<<<
 *             info.format = self.view.format
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_flags & PyBUF_FORMAT) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":485
 * 
 *         if flags & PyBUF_FORMAT:
 *             info.format = self.view.format             # <<<<<<<<<<<<<<
 *         else:
 *             info.format = NULL
 */
    __pyx_t_3 = __pyx_v_self->view.format;
    __pyx_v_info->format = __pyx_t_3;
    goto __pyx_L6;
  }
  /*else*/ {

    /* "View.MemoryView":487
 *             info.format = self.view.format
 *         else:
 *             info.format = NULL             # <<<<<<<<<<<<<<
 * 
 *         info.buf = self.view.buf
 */
    __pyx_v_info->format = NULL;
  }
  __pyx_L6:;

  /* "View.MemoryView":489
 *             info.format = NULL
 * 
 *         info.buf = self.view.buf             # <<<<<<<<<<<<<<
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 */
  __pyx_t_4 = __pyx_v_self->view.buf;
  __pyx_v_info->buf = __pyx_t_4;

  /* "View.MemoryView":490
 * 
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim             # <<<<<<<<<<<<<<
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 */
  __pyx_t_5 = __pyx_v_self->view.ndim;
  __pyx_v_info->ndim = __pyx_t_5;

  /* "View.MemoryView":491
 *         info.buf = self.view.buf
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize             # <<<<<<<<<<<<<<
 *         info.len = self.view.len
 *         info.readonly = 0
 */
  __pyx_t_6 = __pyx_v_self->view.itemsize;
  __pyx_v_info->itemsize = __pyx_t_6;

  /* "View.MemoryView":492
 *         info.ndim = self.view.ndim
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len             # <<<<<<<<<<<<<<
 *         info.readonly = 0
 *         info.obj = self
 */
  __pyx_t_6 = __pyx_v_self->view.len;
  __pyx_v_info->len = __pyx_t_6;

  /* "View.MemoryView":493
 *         info.itemsize = self.view.itemsize
 *         info.len = self.view.len
 *         info.readonly = 0             # <<<<<<<<<<<<<<
 *         info.obj = self
 * 
 */
  __pyx_v_info->readonly = 0;

  /* "View.MemoryView":494
 *         info.len = self.view.len
 *         info.readonly = 0
 *         info.obj = self             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __Pyx_GOTREF(__pyx_v_info->obj);
  __Pyx_DECREF(__pyx_v_info->obj);
  __pyx_v_info->obj = ((PyObject *)__pyx_v_self);

  /* "View.MemoryView":468
 * 
 *     @cname('getbuffer')
 *     def __getbuffer__(self, Py_buffer *info, int flags):             # <<<<<<<<<<<<<<
 *         if flags & PyBUF_STRIDES:
 *             info.shape = self.view.shape
 */

  /* function exit code */
  __pyx_r = 0;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":501
 *     property T:
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_transpose(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_transpose_MemoryView_10memoryview_1T___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_transpose_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":502
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):
 *             cdef _memoryviewslice result = memoryview_copy(self)             # <<<<<<<<<<<<<<
 *             transpose_memslice(&result.from_slice)
 *             return result
 */
  __pyx_t_1 = __pyx_memoryview_copy_object(__pyx_v_self); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 502; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "View.MemoryView":503
 *         def __get__(self):
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)             # <<<<<<<<<<<<<<
 *             return result
 * 
 */
  __pyx_t_2 = __pyx_memslice_transpose((&__pyx_v_result->from_slice)); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 503; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":504
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 *             return result             # <<<<<<<<<<<<<<
 * 
 *     property base:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":501
 *     property T:
 *         @cname('__pyx_memoryview_transpose')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             cdef _memoryviewslice result = memoryview_copy(self)
 *             transpose_memslice(&result.from_slice)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.T.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":508
 *     property base:
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.obj
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview__get__base(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview__get__base_MemoryView_10memoryview_4base___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview__get__base_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":509
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):
 *             return self.obj             # <<<<<<<<<<<<<<
 * 
 *     property shape:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->obj);
  __pyx_r = __pyx_v_self->obj;
  goto __pyx_L0;

  /* "View.MemoryView":508
 *     property base:
 *         @cname('__pyx_memoryview__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.obj
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":513
 *     property shape:
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return tuple([self.view.shape[i] for i in xrange(self.view.ndim)])
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_shape(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_shape_MemoryView_10memoryview_5shape___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_shape_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":514
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):
 *             return tuple([self.view.shape[i] for i in xrange(self.view.ndim)])             # <<<<<<<<<<<<<<
 * 
 *     property strides:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_v_self->view.ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;
    __pyx_t_4 = PyInt_FromSsize_t((__pyx_v_self->view.shape[__pyx_v_i])); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_1, (PyObject*)__pyx_t_4))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __pyx_t_4 = PyList_AsTuple(((PyObject*)__pyx_t_1)); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":513
 *     property shape:
 *         @cname('__pyx_memoryview_get_shape')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return tuple([self.view.shape[i] for i in xrange(self.view.ndim)])
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.memoryview.shape.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":518
 *     property strides:
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.strides == NULL:
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_strides(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_strides_MemoryView_10memoryview_7strides___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_strides_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":519
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):
 *             if self.view.strides == NULL:             # <<<<<<<<<<<<<<
 * 
 *                 raise ValueError("Buffer view does not expose strides")
 */
  __pyx_t_1 = ((__pyx_v_self->view.strides == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":521
 *             if self.view.strides == NULL:
 * 
 *                 raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *             return tuple([self.view.strides[i] for i in xrange(self.view.ndim)])
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__73, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 521; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 521; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":523
 *                 raise ValueError("Buffer view does not expose strides")
 * 
 *             return tuple([self.view.strides[i] for i in xrange(self.view.ndim)])             # <<<<<<<<<<<<<<
 * 
 *     property suboffsets:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __pyx_v_self->view.ndim;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;
    __pyx_t_5 = PyInt_FromSsize_t((__pyx_v_self->view.strides[__pyx_v_i])); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 523; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":518
 *     property strides:
 *         @cname('__pyx_memoryview_get_strides')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.strides == NULL:
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.strides.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":527
 *     property suboffsets:
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.suboffsets == NULL:
 *                 return [-1] * self.view.ndim
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_suboffsets(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_suboffsets_MemoryView_10memoryview_10suboffsets___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_suboffsets_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":528
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:             # <<<<<<<<<<<<<<
 *                 return [-1] * self.view.ndim
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.suboffsets == NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":529
 *         def __get__(self):
 *             if self.view.suboffsets == NULL:
 *                 return [-1] * self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *             return tuple([self.view.suboffsets[i] for i in xrange(self.view.ndim)])
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = PyList_New(1 * ((__pyx_v_self->view.ndim<0) ? 0:__pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 529; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    { Py_ssize_t __pyx_temp;
      for (__pyx_temp=0; __pyx_temp < __pyx_v_self->view.ndim; __pyx_temp++) {
        __Pyx_INCREF(__pyx_int_neg_1);
        PyList_SET_ITEM(__pyx_t_2, __pyx_temp, __pyx_int_neg_1);
        __Pyx_GIVEREF(__pyx_int_neg_1);
      }
    }
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":531
 *                 return [-1] * self.view.ndim
 * 
 *             return tuple([self.view.suboffsets[i] for i in xrange(self.view.ndim)])             # <<<<<<<<<<<<<<
 * 
 *     property ndim:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = PyList_New(0); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __pyx_v_self->view.ndim;
  for (__pyx_t_4 = 0; __pyx_t_4 < __pyx_t_3; __pyx_t_4+=1) {
    __pyx_v_i = __pyx_t_4;
    __pyx_t_5 = PyInt_FromSsize_t((__pyx_v_self->view.suboffsets[__pyx_v_i])); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    if (unlikely(__Pyx_ListComp_Append(__pyx_t_2, (PyObject*)__pyx_t_5))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __pyx_t_5 = PyList_AsTuple(((PyObject*)__pyx_t_2)); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":527
 *     property suboffsets:
 *         @cname('__pyx_memoryview_get_suboffsets')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self.view.suboffsets == NULL:
 *                 return [-1] * self.view.ndim
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview.suboffsets.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":535
 *     property ndim:
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.ndim
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_ndim(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_ndim_MemoryView_10memoryview_4ndim___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_ndim_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":536
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):
 *             return self.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     property itemsize:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_self->view.ndim); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 536; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":535
 *     property ndim:
 *         @cname('__pyx_memoryview_get_ndim')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.ndim.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":540
 *     property itemsize:
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_itemsize(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_itemsize_MemoryView_10memoryview_8itemsize___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_itemsize_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":541
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):
 *             return self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     property nbytes:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 541; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":540
 *     property itemsize:
 *         @cname('__pyx_memoryview_get_itemsize')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.itemsize.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":545
 *     property nbytes:
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.size * self.view.itemsize
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_nbytes(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_nbytes_MemoryView_10memoryview_6nbytes___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_nbytes_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":546
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):
 *             return self.size * self.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     property size:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_size); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_self->view.itemsize); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyNumber_Multiply(__pyx_t_1, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 546; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":545
 *     property nbytes:
 *         @cname('__pyx_memoryview_get_nbytes')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.size * self.view.itemsize
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.nbytes.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":550
 *     property size:
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self._size is None:
 *                 result = 1
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview_get_size(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_get_size_MemoryView_10memoryview_4size___get__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_get_size_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_v_result = NULL;
  PyObject *__pyx_v_length = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":551
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):
 *             if self._size is None:             # <<<<<<<<<<<<<<
 *                 result = 1
 * 
 */
  __pyx_t_1 = (__pyx_v_self->_size == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":552
 *         def __get__(self):
 *             if self._size is None:
 *                 result = 1             # <<<<<<<<<<<<<<
 * 
 *                 for length in self.shape:
 */
    __Pyx_INCREF(__pyx_int_1);
    __pyx_v_result = __pyx_int_1;

    /* "View.MemoryView":554
 *                 result = 1
 * 
 *                 for length in self.shape:             # <<<<<<<<<<<<<<
 *                     result *= length
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_shape); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (likely(PyList_CheckExact(__pyx_t_3)) || PyTuple_CheckExact(__pyx_t_3)) {
      __pyx_t_4 = __pyx_t_3; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
      __pyx_t_6 = NULL;
    } else {
      __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    for (;;) {
      if (likely(!__pyx_t_6)) {
        if (likely(PyList_CheckExact(__pyx_t_4))) {
          if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_3 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_3); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_3 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #endif
        } else {
          if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
          #if CYTHON_COMPILING_IN_CPYTHON
          __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_3); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #else
          __pyx_t_3 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          #endif
        }
      } else {
        __pyx_t_3 = __pyx_t_6(__pyx_t_4);
        if (unlikely(!__pyx_t_3)) {
          PyObject* exc_type = PyErr_Occurred();
          if (exc_type) {
            if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
            else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
          }
          break;
        }
        __Pyx_GOTREF(__pyx_t_3);
      }
      __Pyx_XDECREF_SET(__pyx_v_length, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "View.MemoryView":555
 * 
 *                 for length in self.shape:
 *                     result *= length             # <<<<<<<<<<<<<<
 * 
 *                 self._size = result
 */
      __pyx_t_3 = PyNumber_InPlaceMultiply(__pyx_v_result, __pyx_v_length); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 555; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF_SET(__pyx_v_result, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "View.MemoryView":554
 *                 result = 1
 * 
 *                 for length in self.shape:             # <<<<<<<<<<<<<<
 *                     result *= length
 * 
 */
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "View.MemoryView":557
 *                     result *= length
 * 
 *                 self._size = result             # <<<<<<<<<<<<<<
 * 
 *             return self._size
 */
    __Pyx_INCREF(__pyx_v_result);
    __Pyx_GIVEREF(__pyx_v_result);
    __Pyx_GOTREF(__pyx_v_self->_size);
    __Pyx_DECREF(__pyx_v_self->_size);
    __pyx_v_self->_size = __pyx_v_result;
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":559
 *                 self._size = result
 * 
 *             return self._size             # <<<<<<<<<<<<<<
 * 
 *     def __len__(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->_size);
  __pyx_r = __pyx_v_self->_size;
  goto __pyx_L0;

  /* "View.MemoryView":550
 *     property size:
 *         @cname('__pyx_memoryview_get_size')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if self._size is None:
 *                 result = 1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.memoryview.size.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_length);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":561
 *             return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

/* Python wrapper */
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self); /*proto*/
static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__len__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_10__len__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static Py_ssize_t __pyx_memoryview_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self) {
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__len__", 0);

  /* "View.MemoryView":562
 * 
 *     def __len__(self):
 *         if self.view.ndim >= 1:             # <<<<<<<<<<<<<<
 *             return self.view.shape[0]
 * 
 */
  __pyx_t_1 = ((__pyx_v_self->view.ndim >= 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":563
 *     def __len__(self):
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]             # <<<<<<<<<<<<<<
 * 
 *         return 0
 */
    __pyx_r = (__pyx_v_self->view.shape[0]);
    goto __pyx_L0;
  }

  /* "View.MemoryView":565
 *             return self.view.shape[0]
 * 
 *         return 0             # <<<<<<<<<<<<<<
 * 
 *     def __repr__(self):
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":561
 *             return self._size
 * 
 *     def __len__(self):             # <<<<<<<<<<<<<<
 *         if self.view.ndim >= 1:
 *             return self.view.shape[0]
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":567
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__repr__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_12__repr__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__repr__", 0);

  /* "View.MemoryView":568
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":569
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))             # <<<<<<<<<<<<<<
 * 
 *     def __str__(self):
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 569; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(((PyObject *)__pyx_v_self));
  PyTuple_SET_ITEM(__pyx_t_2, 0, ((PyObject *)__pyx_v_self));
  __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_id, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 569; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":568
 * 
 *     def __repr__(self):
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,             # <<<<<<<<<<<<<<
 *                                                id(self))
 * 
 */
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_1 = 0;
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":567
 *         return 0
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r at 0x%x>" % (self.base.__class__.__name__,
 *                                                id(self))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__repr__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":571
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__str__ (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_14__str__(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("__str__", 0);

  /* "View.MemoryView":572
 * 
 *     def __str__(self):
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_base); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 572; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_class); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 572; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_name); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 572; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 572; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyString_Format(__pyx_kp_s_MemoryView_of_r_object, __pyx_t_2); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 572; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":571
 *                                                id(self))
 * 
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return "<MemoryView of %r object>" % (self.base.__class__.__name__,)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.__str__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":575
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_c_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_16is_c_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_c_contig", 0);

  /* "View.MemoryView":578
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 */
  __pyx_v_mslice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp));

  /* "View.MemoryView":579
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice, 'C', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def is_f_contig(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'C', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":575
 * 
 * 
 *     def is_c_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_c_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":581
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_f_contig (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_18is_f_contig(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice *__pyx_v_mslice;
  __Pyx_memviewslice __pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("is_f_contig", 0);

  /* "View.MemoryView":584
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)             # <<<<<<<<<<<<<<
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 */
  __pyx_v_mslice = __pyx_memoryview_get_slice_from_memoryview(__pyx_v_self, (&__pyx_v_tmp));

  /* "View.MemoryView":585
 *         cdef __Pyx_memviewslice tmp
 *         mslice = get_slice_from_memview(self, &tmp)
 *         return slice_is_contig(mslice, 'F', self.view.ndim)             # <<<<<<<<<<<<<<
 * 
 *     def copy(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_memviewslice_is_contig(__pyx_v_mslice, 'F', __pyx_v_self->view.ndim)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 585; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":581
 *         return slice_is_contig(mslice, 'C', self.view.ndim)
 * 
 *     def is_f_contig(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice *mslice
 *         cdef __Pyx_memviewslice tmp
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview.is_f_contig", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":587
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_20copy(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_mslice;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy", 0);

  /* "View.MemoryView":589
 *     def copy(self):
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &mslice)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_F_CONTIGUOUS));

  /* "View.MemoryView":591
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 * 
 *         slice_copy(self, &mslice)             # <<<<<<<<<<<<<<
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,
 *                                    self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_mslice));

  /* "View.MemoryView":592
 * 
 *         slice_copy(self, &mslice)
 *         mslice = slice_copy_contig(&mslice, "c", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                    self.view.itemsize,
 *                                    flags|PyBUF_C_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_mslice), __pyx_k_c, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_C_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 592; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_mslice = __pyx_t_1;

  /* "View.MemoryView":597
 *                                    self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &mslice)             # <<<<<<<<<<<<<<
 * 
 *     def copy_fortran(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_mslice)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 597; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":587
 *         return slice_is_contig(mslice, 'F', self.view.ndim)
 * 
 *     def copy(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice mslice
 *         cdef int flags = self.flags & ~PyBUF_F_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":599
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

/* Python wrapper */
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("copy_fortran (wrapper)", 0);
  __pyx_r = __pyx_memoryview_MemoryView_10memoryview_22copy_fortran(((struct __pyx_memoryview_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryview_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self) {
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  int __pyx_v_flags;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_memviewslice __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("copy_fortran", 0);

  /* "View.MemoryView":601
 *     def copy_fortran(self):
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS             # <<<<<<<<<<<<<<
 * 
 *         slice_copy(self, &src)
 */
  __pyx_v_flags = (__pyx_v_self->flags & (~PyBUF_C_CONTIGUOUS));

  /* "View.MemoryView":603
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 * 
 *         slice_copy(self, &src)             # <<<<<<<<<<<<<<
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,
 *                                 self.view.itemsize,
 */
  __pyx_memoryview_slice_copy(__pyx_v_self, (&__pyx_v_src));

  /* "View.MemoryView":604
 * 
 *         slice_copy(self, &src)
 *         dst = slice_copy_contig(&src, "fortran", self.view.ndim,             # <<<<<<<<<<<<<<
 *                                 self.view.itemsize,
 *                                 flags|PyBUF_F_CONTIGUOUS,
 */
  __pyx_t_1 = __pyx_memoryview_copy_new_contig((&__pyx_v_src), __pyx_k_fortran, __pyx_v_self->view.ndim, __pyx_v_self->view.itemsize, (__pyx_v_flags | PyBUF_F_CONTIGUOUS), __pyx_v_self->dtype_is_object); if (unlikely(PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_dst = __pyx_t_1;

  /* "View.MemoryView":609
 *                                 self.dtype_is_object)
 * 
 *         return memoryview_copy_from_slice(self, &dst)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __pyx_memoryview_copy_object_from_slice(__pyx_v_self, (&__pyx_v_dst)); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 609; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":599
 *         return memoryview_copy_from_slice(self, &mslice)
 * 
 *     def copy_fortran(self):             # <<<<<<<<<<<<<<
 *         cdef __Pyx_memviewslice src, dst
 *         cdef int flags = self.flags & ~PyBUF_C_CONTIGUOUS
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView.memoryview.copy_fortran", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":613
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_flags, int __pyx_v_dtype_is_object, __Pyx_TypeInfo *__pyx_v_typeinfo) {
  struct __pyx_memoryview_obj *__pyx_v_result = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_cwrapper", 0);

  /* "View.MemoryView":614
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)             # <<<<<<<<<<<<<<
 *     result.typeinfo = typeinfo
 *     return result
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_flags); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_v_o);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_o);
  __Pyx_GIVEREF(__pyx_v_o);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_memoryview_type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 614; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryview_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":615
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo             # <<<<<<<<<<<<<<
 *     return result
 * 
 */
  __pyx_v_result->typeinfo = __pyx_v_typeinfo;

  /* "View.MemoryView":616
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_check')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":613
 * 
 * @cname('__pyx_memoryview_new')
 * cdef memoryview_cwrapper(object o, int flags, bint dtype_is_object, __Pyx_TypeInfo *typeinfo):             # <<<<<<<<<<<<<<
 *     cdef memoryview result = memoryview(o, flags, dtype_is_object)
 *     result.typeinfo = typeinfo
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_cwrapper", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":619
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("memoryview_check", 0);

  /* "View.MemoryView":620
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):
 *     return isinstance(o, memoryview)             # <<<<<<<<<<<<<<
 * 
 * cdef tuple _unellipsify(object index, int ndim):
 */
  __pyx_t_1 = __Pyx_TypeCheck(__pyx_v_o, ((PyObject *)__pyx_memoryview_type)); 
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "View.MemoryView":619
 * 
 * @cname('__pyx_memoryview_check')
 * cdef inline bint memoryview_check(object o):             # <<<<<<<<<<<<<<
 *     return isinstance(o, memoryview)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":622
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) {
  PyObject *__pyx_v_tup = NULL;
  PyObject *__pyx_v_result = NULL;
  int __pyx_v_have_slices;
  int __pyx_v_seen_ellipsis;
  CYTHON_UNUSED PyObject *__pyx_v_idx = NULL;
  PyObject *__pyx_v_item = NULL;
  Py_ssize_t __pyx_v_nslices;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *(*__pyx_t_6)(PyObject *);
  PyObject *__pyx_t_7 = NULL;
  Py_ssize_t __pyx_t_8;
  int __pyx_t_9;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("_unellipsify", 0);

  /* "View.MemoryView":627
 *     full slices.
 *     """
 *     if not isinstance(index, tuple):             # <<<<<<<<<<<<<<
 *         tup = (index,)
 *     else:
 */
  __pyx_t_1 = PyTuple_Check(__pyx_v_index); 
  __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":628
 *     """
 *     if not isinstance(index, tuple):
 *         tup = (index,)             # <<<<<<<<<<<<<<
 *     else:
 *         tup = index
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 628; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_index);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_index);
    __Pyx_GIVEREF(__pyx_v_index);
    __pyx_v_tup = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":630
 *         tup = (index,)
 *     else:
 *         tup = index             # <<<<<<<<<<<<<<
 * 
 *     result = []
 */
    __Pyx_INCREF(__pyx_v_index);
    __pyx_v_tup = __pyx_v_index;
  }
  __pyx_L3:;

  /* "View.MemoryView":632
 *         tup = index
 * 
 *     result = []             # <<<<<<<<<<<<<<
 *     have_slices = False
 *     seen_ellipsis = False
 */
  __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 632; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_v_result = ((PyObject*)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "View.MemoryView":633
 * 
 *     result = []
 *     have_slices = False             # <<<<<<<<<<<<<<
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 */
  __pyx_v_have_slices = 0;

  /* "View.MemoryView":634
 *     result = []
 *     have_slices = False
 *     seen_ellipsis = False             # <<<<<<<<<<<<<<
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 */
  __pyx_v_seen_ellipsis = 0;

  /* "View.MemoryView":635
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  __Pyx_INCREF(__pyx_int_0);
  __pyx_t_3 = __pyx_int_0;
  if (likely(PyList_CheckExact(__pyx_v_tup)) || PyTuple_CheckExact(__pyx_v_tup)) {
    __pyx_t_4 = __pyx_v_tup; __Pyx_INCREF(__pyx_t_4); __pyx_t_5 = 0;
    __pyx_t_6 = NULL;
  } else {
    __pyx_t_5 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_v_tup); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_6 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_6)) {
      if (likely(PyList_CheckExact(__pyx_t_4))) {
        if (__pyx_t_5 >= PyList_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_7 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_5 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_7 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_5); __Pyx_INCREF(__pyx_t_7); __pyx_t_5++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_7 = PySequence_ITEM(__pyx_t_4, __pyx_t_5); __pyx_t_5++; if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_7 = __pyx_t_6(__pyx_t_4);
      if (unlikely(!__pyx_t_7)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_7);
    }
    __Pyx_XDECREF_SET(__pyx_v_item, __pyx_t_7);
    __pyx_t_7 = 0;
    __Pyx_INCREF(__pyx_t_3);
    __Pyx_XDECREF_SET(__pyx_v_idx, __pyx_t_3);
    __pyx_t_7 = PyNumber_Add(__pyx_t_3, __pyx_int_1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 635; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3);
    __pyx_t_3 = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "View.MemoryView":636
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:             # <<<<<<<<<<<<<<
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 */
    __pyx_t_2 = (__pyx_v_item == __pyx_builtin_Ellipsis);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":637
 *     for idx, item in enumerate(tup):
 *         if item is Ellipsis:
 *             if not seen_ellipsis:             # <<<<<<<<<<<<<<
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True
 */
      __pyx_t_1 = ((!(__pyx_v_seen_ellipsis != 0)) != 0);
      if (__pyx_t_1) {

        /* "View.MemoryView":638
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
        __pyx_t_8 = PyObject_Length(__pyx_v_tup); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_7 = PyList_New(1 * ((((__pyx_v_ndim - __pyx_t_8) + 1)<0) ? 0:((__pyx_v_ndim - __pyx_t_8) + 1))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        { Py_ssize_t __pyx_temp;
          for (__pyx_temp=0; __pyx_temp < ((__pyx_v_ndim - __pyx_t_8) + 1); __pyx_temp++) {
            __Pyx_INCREF(__pyx_slice__74);
            PyList_SET_ITEM(__pyx_t_7, __pyx_temp, __pyx_slice__74);
            __Pyx_GIVEREF(__pyx_slice__74);
          }
        }
        __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_7); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;

        /* "View.MemoryView":639
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))
 *                 seen_ellipsis = True             # <<<<<<<<<<<<<<
 *             else:
 *                 result.append(slice(None))
 */
        __pyx_v_seen_ellipsis = 1;
        goto __pyx_L7;
      }
      /*else*/ {

        /* "View.MemoryView":641
 *                 seen_ellipsis = True
 *             else:
 *                 result.append(slice(None))             # <<<<<<<<<<<<<<
 *             have_slices = True
 *         else:
 */
        __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_slice__75); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 641; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L7:;

      /* "View.MemoryView":642
 *             else:
 *                 result.append(slice(None))
 *             have_slices = True             # <<<<<<<<<<<<<<
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 */
      __pyx_v_have_slices = 1;
      goto __pyx_L6;
    }
    /*else*/ {

      /* "View.MemoryView":644
 *             have_slices = True
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):             # <<<<<<<<<<<<<<
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 */
      __pyx_t_2 = PySlice_Check(__pyx_v_item); 
      __pyx_t_10 = ((!(__pyx_t_2 != 0)) != 0);
      if (__pyx_t_10) {
        goto __pyx_L10_next_and;
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_L10_next_and:;
      __pyx_t_10 = ((!(PyIndex_Check(__pyx_v_item) != 0)) != 0);
      __pyx_t_1 = __pyx_t_10;
      __pyx_L9_bool_binop_done:;
      if (__pyx_t_1) {

        /* "View.MemoryView":645
 *         else:
 *             if not isinstance(item, slice) and not PyIndex_Check(item):
 *                 raise TypeError("Cannot index with type '%s'" % type(item))             # <<<<<<<<<<<<<<
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 */
        __pyx_t_7 = __Pyx_PyString_Format(__pyx_kp_s_Cannot_index_with_type_s, ((PyObject *)Py_TYPE(__pyx_v_item))); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_11);
        PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_7);
        __Pyx_GIVEREF(__pyx_t_7);
        __pyx_t_7 = 0;
        __pyx_t_7 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_11, NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
        __Pyx_Raise(__pyx_t_7, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        {__pyx_filename = __pyx_f[7]; __pyx_lineno = 645; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }

      /* "View.MemoryView":647
 *                 raise TypeError("Cannot index with type '%s'" % type(item))
 * 
 *             have_slices = have_slices or isinstance(item, slice)             # <<<<<<<<<<<<<<
 *             result.append(item)
 * 
 */
      __pyx_t_10 = (__pyx_v_have_slices != 0);
      if (!__pyx_t_10) {
        goto __pyx_L12_next_or;
      } else {
        __pyx_t_1 = __pyx_t_10;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L12_next_or:;
      __pyx_t_10 = PySlice_Check(__pyx_v_item); 
      __pyx_t_2 = (__pyx_t_10 != 0);
      __pyx_t_1 = __pyx_t_2;
      __pyx_L11_bool_binop_done:;
      __pyx_v_have_slices = __pyx_t_1;

      /* "View.MemoryView":648
 * 
 *             have_slices = have_slices or isinstance(item, slice)
 *             result.append(item)             # <<<<<<<<<<<<<<
 * 
 *     nslices = ndim - len(result)
 */
      __pyx_t_9 = __Pyx_PyList_Append(__pyx_v_result, __pyx_v_item); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 648; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_L6:;

    /* "View.MemoryView":635
 *     have_slices = False
 *     seen_ellipsis = False
 *     for idx, item in enumerate(tup):             # <<<<<<<<<<<<<<
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 */
  }
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":650
 *             result.append(item)
 * 
 *     nslices = ndim - len(result)             # <<<<<<<<<<<<<<
 *     if nslices:
 *         result.extend([slice(None)] * nslices)
 */
  __pyx_t_5 = PyList_GET_SIZE(__pyx_v_result); if (unlikely(__pyx_t_5 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_v_nslices = (__pyx_v_ndim - __pyx_t_5);

  /* "View.MemoryView":651
 * 
 *     nslices = ndim - len(result)
 *     if nslices:             # <<<<<<<<<<<<<<
 *         result.extend([slice(None)] * nslices)
 * 
 */
  __pyx_t_1 = (__pyx_v_nslices != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":652
 *     nslices = ndim - len(result)
 *     if nslices:
 *         result.extend([slice(None)] * nslices)             # <<<<<<<<<<<<<<
 * 
 *     return have_slices or nslices, tuple(result)
 */
    __pyx_t_3 = PyList_New(1 * ((__pyx_v_nslices<0) ? 0:__pyx_v_nslices)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    { Py_ssize_t __pyx_temp;
      for (__pyx_temp=0; __pyx_temp < __pyx_v_nslices; __pyx_temp++) {
        __Pyx_INCREF(__pyx_slice__76);
        PyList_SET_ITEM(__pyx_t_3, __pyx_temp, __pyx_slice__76);
        __Pyx_GIVEREF(__pyx_slice__76);
      }
    }
    __pyx_t_9 = __Pyx_PyList_Extend(__pyx_v_result, __pyx_t_3); if (unlikely(__pyx_t_9 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L13;
  }
  __pyx_L13:;

  /* "View.MemoryView":654
 *         result.extend([slice(None)] * nslices)
 * 
 *     return have_slices or nslices, tuple(result)             # <<<<<<<<<<<<<<
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 */
  __Pyx_XDECREF(__pyx_r);
  if (!__pyx_v_have_slices) {
    goto __pyx_L15_next_or;
  } else {
    __pyx_t_4 = __Pyx_PyBool_FromLong(__pyx_v_have_slices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __pyx_t_4;
    __pyx_t_4 = 0;
    goto __pyx_L14_bool_binop_done;
  }
  __pyx_L15_next_or:;
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_nslices); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_3 = __pyx_t_4;
  __pyx_t_4 = 0;
  __pyx_L14_bool_binop_done:;
  __pyx_t_4 = PyList_AsTuple(__pyx_v_result); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_7 = PyTuple_New(2); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_7, 1, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_4);
  __pyx_t_3 = 0;
  __pyx_t_4 = 0;
  __pyx_r = ((PyObject*)__pyx_t_7);
  __pyx_t_7 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":622
 *     return isinstance(o, memoryview)
 * 
 * cdef tuple _unellipsify(object index, int ndim):             # <<<<<<<<<<<<<<
 *     """
 *     Replace all ellipses with full slices and fill incomplete indices with
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_AddTraceback("View.MemoryView._unellipsify", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_tup);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XDECREF(__pyx_v_idx);
  __Pyx_XDECREF(__pyx_v_item);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":656
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     cdef int i
 *     for i in range(ndim):
 */

static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets, int __pyx_v_ndim) {
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assert_direct_dimensions", 0);

  /* "View.MemoryView":658
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):
 *     cdef int i
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if suboffsets[i] >= 0:
 *             raise ValueError("Indirect dimensions not supported")
 */
  __pyx_t_1 = __pyx_v_ndim;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "View.MemoryView":659
 *     cdef int i
 *     for i in range(ndim):
 *         if suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             raise ValueError("Indirect dimensions not supported")
 * 
 */
    __pyx_t_3 = (((__pyx_v_suboffsets[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_3) {

      /* "View.MemoryView":660
 *     for i in range(ndim):
 *         if suboffsets[i] >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__77, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }

  /* "View.MemoryView":656
 *     return have_slices or nslices, tuple(result)
 * 
 * cdef assert_direct_dimensions(Py_ssize_t *suboffsets, int ndim):             # <<<<<<<<<<<<<<
 *     cdef int i
 *     for i in range(ndim):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.assert_direct_dimensions", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":667
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *__pyx_v_memview, PyObject *__pyx_v_indices) {
  int __pyx_v_new_ndim;
  int __pyx_v_suboffset_dim;
  int __pyx_v_dim;
  __Pyx_memviewslice __pyx_v_src;
  __Pyx_memviewslice __pyx_v_dst;
  __Pyx_memviewslice *__pyx_v_p_src;
  struct __pyx_memoryviewslice_obj *__pyx_v_memviewsliceobj = 0;
  __Pyx_memviewslice *__pyx_v_p_dst;
  int *__pyx_v_p_suboffset_dim;
  Py_ssize_t __pyx_v_start;
  Py_ssize_t __pyx_v_stop;
  Py_ssize_t __pyx_v_step;
  int __pyx_v_have_start;
  int __pyx_v_have_stop;
  int __pyx_v_have_step;
  PyObject *__pyx_v_index = NULL;
  struct __pyx_memoryview_obj *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  struct __pyx_memoryview_obj *__pyx_t_4;
  char *__pyx_t_5;
  int __pyx_t_6;
  Py_ssize_t __pyx_t_7;
  PyObject *(*__pyx_t_8)(PyObject *);
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memview_slice", 0);

  /* "View.MemoryView":668
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim             # <<<<<<<<<<<<<<
 *     cdef bint negative_step
 *     cdef __Pyx_memviewslice src, dst
 */
  __pyx_v_new_ndim = 0;
  __pyx_v_suboffset_dim = -1;

  /* "View.MemoryView":675
 * 
 * 
 *     memset(&dst, 0, sizeof(dst))             # <<<<<<<<<<<<<<
 * 
 *     cdef _memoryviewslice memviewsliceobj
 */
  memset((&__pyx_v_dst), 0, (sizeof(__pyx_v_dst)));

  /* "View.MemoryView":679
 *     cdef _memoryviewslice memviewsliceobj
 * 
 *     assert memview.view.ndim > 0             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
  #ifndef CYTHON_WITHOUT_ASSERTIONS
  if (unlikely(!Py_OptimizeFlag)) {
    if (unlikely(!((__pyx_v_memview->view.ndim > 0) != 0))) {
      PyErr_SetNone(PyExc_AssertionError);
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 679; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif

  /* "View.MemoryView":681
 *     assert memview.view.ndim > 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), ((PyObject *)__pyx_memoryviewslice_type)); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":682
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview             # <<<<<<<<<<<<<<
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 682; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_memviewsliceobj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":683
 *     if isinstance(memview, _memoryviewslice):
 *         memviewsliceobj = memview
 *         p_src = &memviewsliceobj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, &src)
 */
    __pyx_v_p_src = (&__pyx_v_memviewsliceobj->from_slice);
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":685
 *         p_src = &memviewsliceobj.from_slice
 *     else:
 *         slice_copy(memview, &src)             # <<<<<<<<<<<<<<
 *         p_src = &src
 * 
 */
    __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_src));

    /* "View.MemoryView":686
 *     else:
 *         slice_copy(memview, &src)
 *         p_src = &src             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_p_src = (&__pyx_v_src);
  }
  __pyx_L3:;

  /* "View.MemoryView":692
 * 
 * 
 *     dst.memview = p_src.memview             # <<<<<<<<<<<<<<
 *     dst.data = p_src.data
 * 
 */
  __pyx_t_4 = __pyx_v_p_src->memview;
  __pyx_v_dst.memview = __pyx_t_4;

  /* "View.MemoryView":693
 * 
 *     dst.memview = p_src.memview
 *     dst.data = p_src.data             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_v_p_src->data;
  __pyx_v_dst.data = __pyx_t_5;

  /* "View.MemoryView":698
 * 
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst             # <<<<<<<<<<<<<<
 *     cdef int *p_suboffset_dim = &suboffset_dim
 *     cdef Py_ssize_t start, stop, step
 */
  __pyx_v_p_dst = (&__pyx_v_dst);

  /* "View.MemoryView":699
 * 
 *     cdef __Pyx_memviewslice *p_dst = &dst
 *     cdef int *p_suboffset_dim = &suboffset_dim             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t start, stop, step
 *     cdef bint have_start, have_stop, have_step
 */
  __pyx_v_p_suboffset_dim = (&__pyx_v_suboffset_dim);

  /* "View.MemoryView":703
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  __pyx_t_6 = 0;
  if (likely(PyList_CheckExact(__pyx_v_indices)) || PyTuple_CheckExact(__pyx_v_indices)) {
    __pyx_t_3 = __pyx_v_indices; __Pyx_INCREF(__pyx_t_3); __pyx_t_7 = 0;
    __pyx_t_8 = NULL;
  } else {
    __pyx_t_7 = -1; __pyx_t_3 = PyObject_GetIter(__pyx_v_indices); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_8 = Py_TYPE(__pyx_t_3)->tp_iternext; if (unlikely(!__pyx_t_8)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  for (;;) {
    if (likely(!__pyx_t_8)) {
      if (likely(PyList_CheckExact(__pyx_t_3))) {
        if (__pyx_t_7 >= PyList_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyList_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      } else {
        if (__pyx_t_7 >= PyTuple_GET_SIZE(__pyx_t_3)) break;
        #if CYTHON_COMPILING_IN_CPYTHON
        __pyx_t_9 = PyTuple_GET_ITEM(__pyx_t_3, __pyx_t_7); __Pyx_INCREF(__pyx_t_9); __pyx_t_7++; if (unlikely(0 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #else
        __pyx_t_9 = PySequence_ITEM(__pyx_t_3, __pyx_t_7); __pyx_t_7++; if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        #endif
      }
    } else {
      __pyx_t_9 = __pyx_t_8(__pyx_t_3);
      if (unlikely(!__pyx_t_9)) {
        PyObject* exc_type = PyErr_Occurred();
        if (exc_type) {
          if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
          else {__pyx_filename = __pyx_f[7]; __pyx_lineno = 703; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        }
        break;
      }
      __Pyx_GOTREF(__pyx_t_9);
    }
    __Pyx_XDECREF_SET(__pyx_v_index, __pyx_t_9);
    __pyx_t_9 = 0;
    __pyx_v_dim = __pyx_t_6;
    __pyx_t_6 = (__pyx_t_6 + 1);

    /* "View.MemoryView":704
 * 
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):             # <<<<<<<<<<<<<<
 *             slice_memviewslice(
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 */
    __pyx_t_2 = (PyIndex_Check(__pyx_v_index) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":708
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 *                 index, 0, 0, # start, stop, step             # <<<<<<<<<<<<<<
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 */
      __pyx_t_10 = __Pyx_PyIndex_AsSsize_t(__pyx_v_index); if (unlikely((__pyx_t_10 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 708; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":705
 *     for dim, index in enumerate(indices):
 *         if PyIndex_Check(index):
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_t_10, 0, 0, 0, 0, 0, 0); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 705; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L6;
    }

    /* "View.MemoryView":711
 *                 0, 0, 0, # have_{start,stop,step}
 *                 False)
 *         elif index is None:             # <<<<<<<<<<<<<<
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 */
    __pyx_t_2 = (__pyx_v_index == Py_None);
    __pyx_t_1 = (__pyx_t_2 != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":712
 *                 False)
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1             # <<<<<<<<<<<<<<
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 */
      (__pyx_v_p_dst->shape[__pyx_v_new_ndim]) = 1;

      /* "View.MemoryView":713
 *         elif index is None:
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0             # <<<<<<<<<<<<<<
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1
 */
      (__pyx_v_p_dst->strides[__pyx_v_new_ndim]) = 0;

      /* "View.MemoryView":714
 *             p_dst.shape[new_ndim] = 1
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1             # <<<<<<<<<<<<<<
 *             new_ndim += 1
 *         else:
 */
      (__pyx_v_p_dst->suboffsets[__pyx_v_new_ndim]) = -1;

      /* "View.MemoryView":715
 *             p_dst.strides[new_ndim] = 0
 *             p_dst.suboffsets[new_ndim] = -1
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 *         else:
 *             start = index.start or 0
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);
      goto __pyx_L6;
    }
    /*else*/ {

      /* "View.MemoryView":717
 *             new_ndim += 1
 *         else:
 *             start = index.start or 0             # <<<<<<<<<<<<<<
 *             stop = index.stop or 0
 *             step = index.step or 0
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L8_next_or;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 717; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_bool_binop_done;
      }
      __pyx_L8_next_or:;
      __pyx_t_10 = 0;
      __pyx_L7_bool_binop_done:;
      __pyx_v_start = __pyx_t_10;

      /* "View.MemoryView":718
 *         else:
 *             start = index.start or 0
 *             stop = index.stop or 0             # <<<<<<<<<<<<<<
 *             step = index.step or 0
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L10_next_or;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 718; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L9_bool_binop_done;
      }
      __pyx_L10_next_or:;
      __pyx_t_10 = 0;
      __pyx_L9_bool_binop_done:;
      __pyx_v_stop = __pyx_t_10;

      /* "View.MemoryView":719
 *             start = index.start or 0
 *             stop = index.stop or 0
 *             step = index.step or 0             # <<<<<<<<<<<<<<
 * 
 *             have_start = index.start is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_1 < 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      if (!__pyx_t_1) {
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L12_next_or;
      } else {
        __pyx_t_12 = __Pyx_PyIndex_AsSsize_t(__pyx_t_9); if (unlikely((__pyx_t_12 == (Py_ssize_t)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
        __pyx_t_10 = __pyx_t_12;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_L12_next_or:;
      __pyx_t_10 = 0;
      __pyx_L11_bool_binop_done:;
      __pyx_v_step = __pyx_t_10;

      /* "View.MemoryView":721
 *             step = index.step or 0
 * 
 *             have_start = index.start is not None             # <<<<<<<<<<<<<<
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_start); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_start = __pyx_t_1;

      /* "View.MemoryView":722
 * 
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None             # <<<<<<<<<<<<<<
 *             have_step = index.step is not None
 * 
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_stop); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 722; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_stop = __pyx_t_1;

      /* "View.MemoryView":723
 *             have_start = index.start is not None
 *             have_stop = index.stop is not None
 *             have_step = index.step is not None             # <<<<<<<<<<<<<<
 * 
 *             slice_memviewslice(
 */
      __pyx_t_9 = __Pyx_PyObject_GetAttrStr(__pyx_v_index, __pyx_n_s_step); if (unlikely(!__pyx_t_9)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 723; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = (__pyx_t_9 != Py_None);
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_v_have_step = __pyx_t_1;

      /* "View.MemoryView":725
 *             have_step = index.step is not None
 * 
 *             slice_memviewslice(             # <<<<<<<<<<<<<<
 *                 p_dst, p_src.shape[dim], p_src.strides[dim], p_src.suboffsets[dim],
 *                 dim, new_ndim, p_suboffset_dim,
 */
      __pyx_t_11 = __pyx_memoryview_slice_memviewslice(__pyx_v_p_dst, (__pyx_v_p_src->shape[__pyx_v_dim]), (__pyx_v_p_src->strides[__pyx_v_dim]), (__pyx_v_p_src->suboffsets[__pyx_v_dim]), __pyx_v_dim, __pyx_v_new_ndim, __pyx_v_p_suboffset_dim, __pyx_v_start, __pyx_v_stop, __pyx_v_step, __pyx_v_have_start, __pyx_v_have_stop, __pyx_v_have_step, 1); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 725; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

      /* "View.MemoryView":731
 *                 have_start, have_stop, have_step,
 *                 True)
 *             new_ndim += 1             # <<<<<<<<<<<<<<
 * 
 *     if isinstance(memview, _memoryviewslice):
 */
      __pyx_v_new_ndim = (__pyx_v_new_ndim + 1);
    }
    __pyx_L6:;

    /* "View.MemoryView":703
 *     cdef bint have_start, have_stop, have_step
 * 
 *     for dim, index in enumerate(indices):             # <<<<<<<<<<<<<<
 *         if PyIndex_Check(index):
 *             slice_memviewslice(
 */
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "View.MemoryView":733
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), ((PyObject *)__pyx_memoryviewslice_type)); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":734
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":735
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_dtype_func,
 *                                     memview.dtype_is_object)
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 735; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }

    /* "View.MemoryView":736
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 *     else:
 */
    if (unlikely(!__pyx_v_memviewsliceobj)) { __Pyx_RaiseUnboundLocalError("memviewsliceobj"); {__pyx_filename = __pyx_f[7]; __pyx_lineno = 736; __pyx_clineno = __LINE__; goto __pyx_L1_error;} }

    /* "View.MemoryView":734
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         return memoryview_fromslice(dst, new_ndim,             # <<<<<<<<<<<<<<
 *                                     memviewsliceobj.to_object_func,
 *                                     memviewsliceobj.to_dtype_func,
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, __pyx_v_memviewsliceobj->to_object_func, __pyx_v_memviewsliceobj->to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 734; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":739
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":740
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,
 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 739; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":739
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 739; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":667
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":764
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
  Py_ssize_t __pyx_v_new_shape;
  int __pyx_v_negative_step;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":784
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
  __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":786
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    __pyx_t_1 = ((__pyx_v_start < 0) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":787
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 */
      __pyx_v_start = (__pyx_v_start + __pyx_v_shape);
      goto __pyx_L4;
    }
    __pyx_L4:;

    /* "View.MemoryView":788
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    __pyx_t_1 = (0 <= __pyx_v_start);
    if (__pyx_t_1) {
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);
    }
    __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":789
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_Index_out_of_bounds_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 789; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L5;
    }
    __pyx_L5:;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":792
 *     else:
 * 
 *         negative_step = have_step != 0 and step < 0             # <<<<<<<<<<<<<<
 * 
 *         if have_step and step == 0:
 */
    __pyx_t_1 = ((__pyx_v_have_step != 0) != 0);
    if (__pyx_t_1) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_and:;
    __pyx_t_1 = ((__pyx_v_step < 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L6_bool_binop_done:;
    __pyx_v_negative_step = __pyx_t_2;

    /* "View.MemoryView":794
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    __pyx_t_1 = (__pyx_v_have_step != 0);
    if (__pyx_t_1) {
      goto __pyx_L10_next_and;
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L9_bool_binop_done;
    }
    __pyx_L10_next_and:;
    __pyx_t_1 = ((__pyx_v_step == 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L9_bool_binop_done:;
    if (__pyx_t_2) {

      /* "View.MemoryView":795
 * 
 *         if have_step and step == 0:
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Step_may_not_be_zero_axis_d, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 795; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L8;
    }
    __pyx_L8:;

    /* "View.MemoryView":798
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
    __pyx_t_2 = (__pyx_v_have_start != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":799
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
      __pyx_t_2 = ((__pyx_v_start < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":800
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":801
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        __pyx_t_2 = ((__pyx_v_start < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":802
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */
          __pyx_v_start = 0;
          goto __pyx_L13;
        }
        __pyx_L13:;
        goto __pyx_L12;
      }

      /* "View.MemoryView":803
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":804
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
        __pyx_t_2 = (__pyx_v_negative_step != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":805
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */
          __pyx_v_start = (__pyx_v_shape - 1);
          goto __pyx_L14;
        }
        /*else*/ {

          /* "View.MemoryView":807
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
          __pyx_v_start = __pyx_v_shape;
        }
        __pyx_L14:;
        goto __pyx_L12;
      }
      __pyx_L12:;
      goto __pyx_L11;
    }
    /*else*/ {

      /* "View.MemoryView":809
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":810
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);
        goto __pyx_L15;
      }
      /*else*/ {

        /* "View.MemoryView":812
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
        __pyx_v_start = 0;
      }
      __pyx_L15:;
    }
    __pyx_L11:;

    /* "View.MemoryView":814
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":815
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":816
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":817
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":818
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */
          __pyx_v_stop = 0;
          goto __pyx_L18;
        }
        __pyx_L18:;
        goto __pyx_L17;
      }

      /* "View.MemoryView":819
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":820
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        __pyx_v_stop = __pyx_v_shape;
        goto __pyx_L17;
      }
      __pyx_L17:;
      goto __pyx_L16;
    }
    /*else*/ {

      /* "View.MemoryView":822
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":823
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
 */
        __pyx_v_stop = -1;
        goto __pyx_L19;
      }
      /*else*/ {

        /* "View.MemoryView":825
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L19:;
    }
    __pyx_L16:;

    /* "View.MemoryView":827
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":828
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_step = 1;
      goto __pyx_L20;
    }
    __pyx_L20:;

    /* "View.MemoryView":832
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
 */
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":834
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":835
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
 */
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);
      goto __pyx_L21;
    }
    __pyx_L21:;

    /* "View.MemoryView":837
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":838
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_new_shape = 0;
      goto __pyx_L22;
    }
    __pyx_L22:;

    /* "View.MemoryView":841
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
 */
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":842
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
 */
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":843
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;
  }
  __pyx_L3:;

  /* "View.MemoryView":846
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
  __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":847
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 */
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));
    goto __pyx_L23;
  }
  /*else*/ {

    /* "View.MemoryView":849
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
 * 
 *     if suboffset >= 0:
 */
    __pyx_t_3 = (__pyx_v_suboffset_dim[0]);
    (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride));
  }
  __pyx_L23:;

  /* "View.MemoryView":851
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":852
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */
    __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":853
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
      __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":854
 *         if not is_slice:
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 */
        __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset);
        goto __pyx_L26;
      }
      /*else*/ {

        /* "View.MemoryView":856
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
 *                                      "must be indexed and not sliced", dim)
 *         else:
 */
        __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, __pyx_k_All_dimensions_preceding_dimensi, __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 856; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L26:;
      goto __pyx_L25;
    }
    /*else*/ {

      /* "View.MemoryView":859
 *                                      "must be indexed and not sliced", dim)
 *         else:
 *             suboffset_dim[0] = new_ndim             # <<<<<<<<<<<<<<
 * 
 *     return 0
 */
      (__pyx_v_suboffset_dim[0]) = __pyx_v_new_ndim;
    }
    __pyx_L25:;
    goto __pyx_L24;
  }
  __pyx_L24:;

  /* "View.MemoryView":861
 *             suboffset_dim[0] = new_ndim
 * 
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":764
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.slice_memviewslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":867
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

static char *__pyx_pybuffer_index(Py_buffer *__pyx_v_view, char *__pyx_v_bufp, Py_ssize_t __pyx_v_index, Py_ssize_t __pyx_v_dim) {
  Py_ssize_t __pyx_v_shape;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_suboffset;
  Py_ssize_t __pyx_v_itemsize;
  char *__pyx_v_resultp;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("pybuffer_index", 0);

  /* "View.MemoryView":869
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t itemsize = view.itemsize
 *     cdef char *resultp
 */
  __pyx_v_suboffset = -1;

  /* "View.MemoryView":870
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 *     cdef Py_ssize_t itemsize = view.itemsize             # <<<<<<<<<<<<<<
 *     cdef char *resultp
 * 
 */
  __pyx_t_1 = __pyx_v_view->itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":873
 *     cdef char *resultp
 * 
 *     if view.ndim == 0:             # <<<<<<<<<<<<<<
 *         shape = view.len / itemsize
 *         stride = itemsize
 */
  __pyx_t_2 = ((__pyx_v_view->ndim == 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":874
 * 
 *     if view.ndim == 0:
 *         shape = view.len / itemsize             # <<<<<<<<<<<<<<
 *         stride = itemsize
 *     else:
 */
    if (unlikely(__pyx_v_itemsize == 0)) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      PyErr_SetString(PyExc_ZeroDivisionError, "integer division or modulo by zero");
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 874; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    else if (sizeof(Py_ssize_t) == sizeof(long) && unlikely(__pyx_v_itemsize == -1)  && unlikely(UNARY_NEG_WOULD_OVERFLOW(__pyx_v_view->len))) {
      #ifdef WITH_THREAD
      PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
      #endif
      PyErr_SetString(PyExc_OverflowError, "value too large to perform division");
      #ifdef WITH_THREAD
      PyGILState_Release(__pyx_gilstate_save);
      #endif
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 874; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    __pyx_v_shape = __Pyx_div_Py_ssize_t(__pyx_v_view->len, __pyx_v_itemsize);

    /* "View.MemoryView":875
 *     if view.ndim == 0:
 *         shape = view.len / itemsize
 *         stride = itemsize             # <<<<<<<<<<<<<<
 *     else:
 *         shape = view.shape[dim]
 */
    __pyx_v_stride = __pyx_v_itemsize;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":877
 *         stride = itemsize
 *     else:
 *         shape = view.shape[dim]             # <<<<<<<<<<<<<<
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 */
    __pyx_v_shape = (__pyx_v_view->shape[__pyx_v_dim]);

    /* "View.MemoryView":878
 *     else:
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]             # <<<<<<<<<<<<<<
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]
 */
    __pyx_v_stride = (__pyx_v_view->strides[__pyx_v_dim]);

    /* "View.MemoryView":879
 *         shape = view.shape[dim]
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:             # <<<<<<<<<<<<<<
 *             suboffset = view.suboffsets[dim]
 * 
 */
    __pyx_t_2 = ((__pyx_v_view->suboffsets != NULL) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":880
 *         stride = view.strides[dim]
 *         if view.suboffsets != NULL:
 *             suboffset = view.suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 *     if index < 0:
 */
      __pyx_v_suboffset = (__pyx_v_view->suboffsets[__pyx_v_dim]);
      goto __pyx_L4;
    }
    __pyx_L4:;
  }
  __pyx_L3:;

  /* "View.MemoryView":882
 *             suboffset = view.suboffsets[dim]
 * 
 *     if index < 0:             # <<<<<<<<<<<<<<
 *         index += view.shape[dim]
 *         if index < 0:
 */
  __pyx_t_2 = ((__pyx_v_index < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":883
 * 
 *     if index < 0:
 *         index += view.shape[dim]             # <<<<<<<<<<<<<<
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 */
    __pyx_v_index = (__pyx_v_index + (__pyx_v_view->shape[__pyx_v_dim]));

    /* "View.MemoryView":884
 *     if index < 0:
 *         index += view.shape[dim]
 *         if index < 0:             # <<<<<<<<<<<<<<
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
    __pyx_t_2 = ((__pyx_v_index < 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":885
 *         index += view.shape[dim]
 *         if index < 0:
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     if index >= shape:
 */
      __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_4);
      __Pyx_GIVEREF(__pyx_t_4);
      __pyx_t_4 = 0;
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      {__pyx_filename = __pyx_f[7]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
    goto __pyx_L5;
  }
  __pyx_L5:;

  /* "View.MemoryView":887
 *             raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     if index >= shape:             # <<<<<<<<<<<<<<
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_index >= __pyx_v_shape) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":888
 * 
 *     if index >= shape:
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)             # <<<<<<<<<<<<<<
 * 
 *     resultp = bufp + index * stride
 */
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_dim); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_4);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
    __Pyx_GIVEREF(__pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":890
 *         raise IndexError("Out of bounds on buffer access (axis %d)" % dim)
 * 
 *     resultp = bufp + index * stride             # <<<<<<<<<<<<<<
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset
 */
  __pyx_v_resultp = (__pyx_v_bufp + (__pyx_v_index * __pyx_v_stride));

  /* "View.MemoryView":891
 * 
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":892
 *     resultp = bufp + index * stride
 *     if suboffset >= 0:
 *         resultp = (<char **> resultp)[0] + suboffset             # <<<<<<<<<<<<<<
 * 
 *     return resultp
 */
    __pyx_v_resultp = ((((char **)__pyx_v_resultp)[0]) + __pyx_v_suboffset);
    goto __pyx_L8;
  }
  __pyx_L8:;

  /* "View.MemoryView":894
 *         resultp = (<char **> resultp)[0] + suboffset
 * 
 *     return resultp             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_resultp;
  goto __pyx_L0;

  /* "View.MemoryView":867
 * 
 * @cname('__pyx_pybuffer_index')
 * cdef char *pybuffer_index(Py_buffer *view, char *bufp, Py_ssize_t index,             # <<<<<<<<<<<<<<
 *                           Py_ssize_t dim) except NULL:
 *     cdef Py_ssize_t shape, stride, suboffset = -1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView.pybuffer_index", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":900
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) {
  int __pyx_v_ndim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  int __pyx_v_i;
  int __pyx_v_j;
  int __pyx_r;
  int __pyx_t_1;
  Py_ssize_t *__pyx_t_2;
  long __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":901
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:
 *     cdef int ndim = memslice.memview.view.ndim             # <<<<<<<<<<<<<<
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 */
  __pyx_t_1 = __pyx_v_memslice->memview->view.ndim;
  __pyx_v_ndim = __pyx_t_1;

  /* "View.MemoryView":903
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 *     cdef Py_ssize_t *shape = memslice.shape             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t *strides = memslice.strides
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->shape;
  __pyx_v_shape = __pyx_t_2;

  /* "View.MemoryView":904
 * 
 *     cdef Py_ssize_t *shape = memslice.shape
 *     cdef Py_ssize_t *strides = memslice.strides             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_v_memslice->strides;
  __pyx_v_strides = __pyx_t_2;

  /* "View.MemoryView":908
 * 
 *     cdef int i, j
 *     for i in range(ndim / 2):             # <<<<<<<<<<<<<<
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 */
  __pyx_t_3 = __Pyx_div_long(__pyx_v_ndim, 2);
  for (__pyx_t_1 = 0; __pyx_t_1 < __pyx_t_3; __pyx_t_1+=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":909
 *     cdef int i, j
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i             # <<<<<<<<<<<<<<
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]
 */
    __pyx_v_j = ((__pyx_v_ndim - 1) - __pyx_v_i);

    /* "View.MemoryView":910
 *     for i in range(ndim / 2):
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]             # <<<<<<<<<<<<<<
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 */
    __pyx_t_4 = (__pyx_v_strides[__pyx_v_j]);
    __pyx_t_5 = (__pyx_v_strides[__pyx_v_i]);
    (__pyx_v_strides[__pyx_v_i]) = __pyx_t_4;
    (__pyx_v_strides[__pyx_v_j]) = __pyx_t_5;

    /* "View.MemoryView":911
 *         j = ndim - 1 - i
 *         strides[i], strides[j] = strides[j], strides[i]
 *         shape[i], shape[j] = shape[j], shape[i]             # <<<<<<<<<<<<<<
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 */
    __pyx_t_5 = (__pyx_v_shape[__pyx_v_j]);
    __pyx_t_4 = (__pyx_v_shape[__pyx_v_i]);
    (__pyx_v_shape[__pyx_v_i]) = __pyx_t_5;
    (__pyx_v_shape[__pyx_v_j]) = __pyx_t_4;

    /* "View.MemoryView":913
 *         shape[i], shape[j] = shape[j], shape[i]
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:             # <<<<<<<<<<<<<<
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 */
    __pyx_t_7 = (((__pyx_v_memslice->suboffsets[__pyx_v_i]) >= 0) != 0);
    if (!__pyx_t_7) {
      goto __pyx_L7_next_or;
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_L7_next_or:;
    __pyx_t_7 = (((__pyx_v_memslice->suboffsets[__pyx_v_j]) >= 0) != 0);
    __pyx_t_6 = __pyx_t_7;
    __pyx_L6_bool_binop_done:;
    if (__pyx_t_6) {

      /* "View.MemoryView":914
 * 
 *         if memslice.suboffsets[i] >= 0 or memslice.suboffsets[j] >= 0:
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")             # <<<<<<<<<<<<<<
 * 
 *     return 1
 */
      __pyx_t_8 = __pyx_memoryview_err(__pyx_builtin_ValueError, __pyx_k_Cannot_transpose_memoryview_with); if (unlikely(__pyx_t_8 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 914; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L5;
    }
    __pyx_L5:;
  }

  /* "View.MemoryView":916
 *             _err(ValueError, "Cannot transpose memoryview with indirect dimensions")
 * 
 *     return 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = 1;
  goto __pyx_L0;

  /* "View.MemoryView":900
 * 
 * @cname('__pyx_memslice_transpose')
 * cdef int transpose_memslice(__Pyx_memviewslice *memslice) nogil except 0:             # <<<<<<<<<<<<<<
 *     cdef int ndim = memslice.memview.view.ndim
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.transpose_memslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = 0;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":933
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

/* Python wrapper */
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self); /*proto*/
static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__ (wrapper)", 0);
  __pyx_memoryviewslice_MemoryView_16_memoryviewslice___dealloc__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

static void __pyx_memoryviewslice_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__dealloc__", 0);

  /* "View.MemoryView":934
 * 
 *     def __dealloc__(self):
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)             # <<<<<<<<<<<<<<
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 */
  __PYX_XDEC_MEMVIEW((&__pyx_v_self->from_slice), 1);

  /* "View.MemoryView":933
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     def __dealloc__(self):             # <<<<<<<<<<<<<<
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":936
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("convert_item_to_object", 0);

  /* "View.MemoryView":937
 * 
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:             # <<<<<<<<<<<<<<
 *             return self.to_object_func(itemp)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_object_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":938
 *     cdef convert_item_to_object(self, char *itemp):
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)             # <<<<<<<<<<<<<<
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_v_self->to_object_func(__pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 938; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":940
 *             return self.to_object_func(itemp)
 *         else:
 *             return memoryview.convert_item_to_object(self, itemp)             # <<<<<<<<<<<<<<
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __pyx_memoryview_convert_item_to_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 940; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_r = __pyx_t_2;
    __pyx_t_2 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":936
 *         __PYX_XDEC_MEMVIEW(&self.from_slice, 1)
 * 
 *     cdef convert_item_to_object(self, char *itemp):             # <<<<<<<<<<<<<<
 *         if self.to_object_func != NULL:
 *             return self.to_object_func(itemp)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.convert_item_to_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":942
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("assign_item_from_object", 0);

  /* "View.MemoryView":943
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:             # <<<<<<<<<<<<<<
 *             self.to_dtype_func(itemp, value)
 *         else:
 */
  __pyx_t_1 = ((__pyx_v_self->to_dtype_func != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":944
 *     cdef assign_item_from_object(self, char *itemp, object value):
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)             # <<<<<<<<<<<<<<
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)
 */
    __pyx_t_2 = __pyx_v_self->to_dtype_func(__pyx_v_itemp, __pyx_v_value); if (unlikely(__pyx_t_2 == 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 944; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":946
 *             self.to_dtype_func(itemp, value)
 *         else:
 *             memoryview.assign_item_from_object(self, itemp, value)             # <<<<<<<<<<<<<<
 * 
 *     property base:
 */
    __pyx_t_3 = __pyx_memoryview_assign_item_from_object(((struct __pyx_memoryview_obj *)__pyx_v_self), __pyx_v_itemp, __pyx_v_value); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 946; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  }
  __pyx_L3:;

  /* "View.MemoryView":942
 *             return memoryview.convert_item_to_object(self, itemp)
 * 
 *     cdef assign_item_from_object(self, char *itemp, object value):             # <<<<<<<<<<<<<<
 *         if self.to_dtype_func != NULL:
 *             self.to_dtype_func(itemp, value)
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView._memoryviewslice.assign_item_from_object", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":950
 *     property base:
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.from_object
 * 
 */

/* Python wrapper */
static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_memoryviewslice__get__base(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_memoryviewslice__get__base_MemoryView_16_memoryviewslice_4base___get__(((struct __pyx_memoryviewslice_obj *)__pyx_v_self));

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

static PyObject *__pyx_memoryviewslice__get__base_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "View.MemoryView":951
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):
 *             return self.from_object             # <<<<<<<<<<<<<<
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->from_object);
  __pyx_r = __pyx_v_self->from_object;
  goto __pyx_L0;

  /* "View.MemoryView":950
 *     property base:
 *         @cname('__pyx_memoryviewslice__get__base')
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             return self.from_object
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":957
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_memviewslice, int __pyx_v_ndim, PyObject *(*__pyx_v_to_object_func)(char *), int (*__pyx_v_to_dtype_func)(char *, PyObject *), int __pyx_v_dtype_is_object) {
  struct __pyx_memoryviewslice_obj *__pyx_v_result = 0;
  int __pyx_v_i;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_TypeInfo *__pyx_t_4;
  Py_buffer __pyx_t_5;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_fromslice", 0);

  /* "View.MemoryView":966
 *     cdef int i
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:             # <<<<<<<<<<<<<<
 *         return None
 * 
 */
  __pyx_t_1 = ((((PyObject *)__pyx_v_memviewslice.memview) == Py_None) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":967
 * 
 *     if <PyObject *> memviewslice.memview == Py_None:
 *         return None             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = Py_None;
    goto __pyx_L0;
  }

  /* "View.MemoryView":972
 * 
 * 
 *     result = _memoryviewslice(None, 0, dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 *     result.from_slice = memviewslice
 */
  __pyx_t_2 = __Pyx_PyBool_FromLong(__pyx_v_dtype_is_object); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyTuple_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(Py_None);
  PyTuple_SET_ITEM(__pyx_t_3, 0, Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_INCREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_int_0);
  __Pyx_GIVEREF(__pyx_int_0);
  PyTuple_SET_ITEM(__pyx_t_3, 2, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_memoryviewslice_type)), __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 972; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = ((struct __pyx_memoryviewslice_obj *)__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":974
 *     result = _memoryviewslice(None, 0, dtype_is_object)
 * 
 *     result.from_slice = memviewslice             # <<<<<<<<<<<<<<
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 */
  __pyx_v_result->from_slice = __pyx_v_memviewslice;

  /* "View.MemoryView":975
 * 
 *     result.from_slice = memviewslice
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)             # <<<<<<<<<<<<<<
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 */
  __PYX_INC_MEMVIEW((&__pyx_v_memviewslice), 1);

  /* "View.MemoryView":977
 *     __PYX_INC_MEMVIEW(&memviewslice, 1)
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base             # <<<<<<<<<<<<<<
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_memviewslice.memview), __pyx_n_s_base); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 977; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __Pyx_GOTREF(__pyx_v_result->from_object);
  __Pyx_DECREF(__pyx_v_result->from_object);
  __pyx_v_result->from_object = __pyx_t_2;
  __pyx_t_2 = 0;

  /* "View.MemoryView":978
 * 
 *     result.from_object = (<memoryview> memviewslice.memview).base
 *     result.typeinfo = memviewslice.memview.typeinfo             # <<<<<<<<<<<<<<
 * 
 *     result.view = memviewslice.memview.view
 */
  __pyx_t_4 = __pyx_v_memviewslice.memview->typeinfo;
  __pyx_v_result->__pyx_base.typeinfo = __pyx_t_4;

  /* "View.MemoryView":980
 *     result.typeinfo = memviewslice.memview.typeinfo
 * 
 *     result.view = memviewslice.memview.view             # <<<<<<<<<<<<<<
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 */
  __pyx_t_5 = __pyx_v_memviewslice.memview->view;
  __pyx_v_result->__pyx_base.view = __pyx_t_5;

  /* "View.MemoryView":981
 * 
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data             # <<<<<<<<<<<<<<
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 */
  __pyx_v_result->__pyx_base.view.buf = ((void *)__pyx_v_memviewslice.data);

  /* "View.MemoryView":982
 *     result.view = memviewslice.memview.view
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim             # <<<<<<<<<<<<<<
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)
 */
  __pyx_v_result->__pyx_base.view.ndim = __pyx_v_ndim;

  /* "View.MemoryView":983
 *     result.view.buf = <void *> memviewslice.data
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None             # <<<<<<<<<<<<<<
 *     Py_INCREF(Py_None)
 * 
 */
  ((Py_buffer *)(&__pyx_v_result->__pyx_base.view))->obj = Py_None;

  /* "View.MemoryView":984
 *     result.view.ndim = ndim
 *     (<__pyx_buffer *> &result.view).obj = Py_None
 *     Py_INCREF(Py_None)             # <<<<<<<<<<<<<<
 * 
 *     result.flags = PyBUF_RECORDS
 */
  Py_INCREF(Py_None);

  /* "View.MemoryView":986
 *     Py_INCREF(Py_None)
 * 
 *     result.flags = PyBUF_RECORDS             # <<<<<<<<<<<<<<
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 */
  __pyx_v_result->__pyx_base.flags = PyBUF_RECORDS;

  /* "View.MemoryView":988
 *     result.flags = PyBUF_RECORDS
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape             # <<<<<<<<<<<<<<
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides
 *     result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 */
  __pyx_v_result->__pyx_base.view.shape = ((Py_ssize_t *)__pyx_v_result->from_slice.shape);

  /* "View.MemoryView":989
 * 
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides             # <<<<<<<<<<<<<<
 *     result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 * 
 */
  __pyx_v_result->__pyx_base.view.strides = ((Py_ssize_t *)__pyx_v_result->from_slice.strides);

  /* "View.MemoryView":990
 *     result.view.shape = <Py_ssize_t *> result.from_slice.shape
 *     result.view.strides = <Py_ssize_t *> result.from_slice.strides
 *     result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets             # <<<<<<<<<<<<<<
 * 
 *     result.view.len = result.view.itemsize
 */
  __pyx_v_result->__pyx_base.view.suboffsets = ((Py_ssize_t *)__pyx_v_result->from_slice.suboffsets);

  /* "View.MemoryView":992
 *     result.view.suboffsets = <Py_ssize_t *> result.from_slice.suboffsets
 * 
 *     result.view.len = result.view.itemsize             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         result.view.len *= result.view.shape[i]
 */
  __pyx_t_6 = __pyx_v_result->__pyx_base.view.itemsize;
  __pyx_v_result->__pyx_base.view.len = __pyx_t_6;

  /* "View.MemoryView":993
 * 
 *     result.view.len = result.view.itemsize
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         result.view.len *= result.view.shape[i]
 * 
 */
  __pyx_t_7 = __pyx_v_ndim;
  for (__pyx_t_8 = 0; __pyx_t_8 < __pyx_t_7; __pyx_t_8+=1) {
    __pyx_v_i = __pyx_t_8;

    /* "View.MemoryView":994
 *     result.view.len = result.view.itemsize
 *     for i in range(ndim):
 *         result.view.len *= result.view.shape[i]             # <<<<<<<<<<<<<<
 * 
 *     result.to_object_func = to_object_func
 */
    __pyx_v_result->__pyx_base.view.len = (__pyx_v_result->__pyx_base.view.len * (__pyx_v_result->__pyx_base.view.shape[__pyx_v_i]));
  }

  /* "View.MemoryView":996
 *         result.view.len *= result.view.shape[i]
 * 
 *     result.to_object_func = to_object_func             # <<<<<<<<<<<<<<
 *     result.to_dtype_func = to_dtype_func
 * 
 */
  __pyx_v_result->to_object_func = __pyx_v_to_object_func;

  /* "View.MemoryView":997
 * 
 *     result.to_object_func = to_object_func
 *     result.to_dtype_func = to_dtype_func             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  __pyx_v_result->to_dtype_func = __pyx_v_to_dtype_func;

  /* "View.MemoryView":999
 *     result.to_dtype_func = to_dtype_func
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_result));
  __pyx_r = ((PyObject *)__pyx_v_result);
  goto __pyx_L0;

  /* "View.MemoryView":957
 * 
 * @cname('__pyx_memoryview_fromslice')
 * cdef memoryview_fromslice(__Pyx_memviewslice memviewslice,             # <<<<<<<<<<<<<<
 *                           int ndim,
 *                           object (*to_object_func)(char *),
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_AddTraceback("View.MemoryView.memoryview_fromslice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1002
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 */

static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_mslice) {
  struct __pyx_memoryviewslice_obj *__pyx_v_obj = 0;
  __Pyx_memviewslice *__pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("get_slice_from_memview", 0);

  /* "View.MemoryView":1005
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         obj = memview
 *         return &obj.from_slice
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), ((PyObject *)__pyx_memoryviewslice_type)); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1006
 *     cdef _memoryviewslice obj
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview             # <<<<<<<<<<<<<<
 *         return &obj.from_slice
 *     else:
 */
    if (!(likely(((((PyObject *)__pyx_v_memview)) == Py_None) || likely(__Pyx_TypeTest(((PyObject *)__pyx_v_memview), __pyx_memoryviewslice_type))))) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1006; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_t_3 = ((PyObject *)__pyx_v_memview);
    __Pyx_INCREF(__pyx_t_3);
    __pyx_v_obj = ((struct __pyx_memoryviewslice_obj *)__pyx_t_3);
    __pyx_t_3 = 0;

    /* "View.MemoryView":1007
 *     if isinstance(memview, _memoryviewslice):
 *         obj = memview
 *         return &obj.from_slice             # <<<<<<<<<<<<<<
 *     else:
 *         slice_copy(memview, mslice)
 */
    __pyx_r = (&__pyx_v_obj->from_slice);
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":1009
 *         return &obj.from_slice
 *     else:
 *         slice_copy(memview, mslice)             # <<<<<<<<<<<<<<
 *         return mslice
 * 
 */
    __pyx_memoryview_slice_copy(__pyx_v_memview, __pyx_v_mslice);

    /* "View.MemoryView":1010
 *     else:
 *         slice_copy(memview, mslice)
 *         return mslice             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_slice_copy')
 */
    __pyx_r = __pyx_v_mslice;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1002
 * 
 * @cname('__pyx_memoryview_get_slice_from_memoryview')
 * cdef __Pyx_memviewslice *get_slice_from_memview(memoryview memview,             # <<<<<<<<<<<<<<
 *                                                    __Pyx_memviewslice *mslice):
 *     cdef _memoryviewslice obj
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_WriteUnraisable("View.MemoryView.get_slice_from_memview", __pyx_clineno, __pyx_lineno, __pyx_filename, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_obj);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1013
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_dst) {
  int __pyx_v_dim;
  Py_ssize_t *__pyx_v_shape;
  Py_ssize_t *__pyx_v_strides;
  Py_ssize_t *__pyx_v_suboffsets;
  __Pyx_RefNannyDeclarations
  Py_ssize_t *__pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  __Pyx_RefNannySetupContext("slice_copy", 0);

  /* "View.MemoryView":1017
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 * 
 *     shape = memview.view.shape             # <<<<<<<<<<<<<<
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets
 */
  __pyx_t_1 = __pyx_v_memview->view.shape;
  __pyx_v_shape = __pyx_t_1;

  /* "View.MemoryView":1018
 * 
 *     shape = memview.view.shape
 *     strides = memview.view.strides             # <<<<<<<<<<<<<<
 *     suboffsets = memview.view.suboffsets
 * 
 */
  __pyx_t_1 = __pyx_v_memview->view.strides;
  __pyx_v_strides = __pyx_t_1;

  /* "View.MemoryView":1019
 *     shape = memview.view.shape
 *     strides = memview.view.strides
 *     suboffsets = memview.view.suboffsets             # <<<<<<<<<<<<<<
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 */
  __pyx_t_1 = __pyx_v_memview->view.suboffsets;
  __pyx_v_suboffsets = __pyx_t_1;

  /* "View.MemoryView":1021
 *     suboffsets = memview.view.suboffsets
 * 
 *     dst.memview = <__pyx_memoryview *> memview             # <<<<<<<<<<<<<<
 *     dst.data = <char *> memview.view.buf
 * 
 */
  __pyx_v_dst->memview = ((struct __pyx_memoryview_obj *)__pyx_v_memview);

  /* "View.MemoryView":1022
 * 
 *     dst.memview = <__pyx_memoryview *> memview
 *     dst.data = <char *> memview.view.buf             # <<<<<<<<<<<<<<
 * 
 *     for dim in range(memview.view.ndim):
 */
  __pyx_v_dst->data = ((char *)__pyx_v_memview->view.buf);

  /* "View.MemoryView":1024
 *     dst.data = <char *> memview.view.buf
 * 
 *     for dim in range(memview.view.ndim):             # <<<<<<<<<<<<<<
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 */
  __pyx_t_2 = __pyx_v_memview->view.ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_dim = __pyx_t_3;

    /* "View.MemoryView":1025
 * 
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]             # <<<<<<<<<<<<<<
 *         dst.strides[dim] = strides[dim]
 *         if suboffsets == NULL:
 */
    (__pyx_v_dst->shape[__pyx_v_dim]) = (__pyx_v_shape[__pyx_v_dim]);

    /* "View.MemoryView":1026
 *     for dim in range(memview.view.ndim):
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]             # <<<<<<<<<<<<<<
 *         if suboffsets == NULL:
 *             dst.suboffsets[dim] = -1
 */
    (__pyx_v_dst->strides[__pyx_v_dim]) = (__pyx_v_strides[__pyx_v_dim]);

    /* "View.MemoryView":1027
 *         dst.shape[dim] = shape[dim]
 *         dst.strides[dim] = strides[dim]
 *         if suboffsets == NULL:             # <<<<<<<<<<<<<<
 *             dst.suboffsets[dim] = -1
 *         else:
 */
    __pyx_t_4 = ((__pyx_v_suboffsets == NULL) != 0);
    if (__pyx_t_4) {

      /* "View.MemoryView":1028
 *         dst.strides[dim] = strides[dim]
 *         if suboffsets == NULL:
 *             dst.suboffsets[dim] = -1             # <<<<<<<<<<<<<<
 *         else:
 *             dst.suboffsets[dim] = suboffsets[dim]
 */
      (__pyx_v_dst->suboffsets[__pyx_v_dim]) = -1;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "View.MemoryView":1030
 *             dst.suboffsets[dim] = -1
 *         else:
 *             dst.suboffsets[dim] = suboffsets[dim]             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object')
 */
      (__pyx_v_dst->suboffsets[__pyx_v_dim]) = (__pyx_v_suboffsets[__pyx_v_dim]);
    }
    __pyx_L5:;
  }

  /* "View.MemoryView":1013
 * 
 * @cname('__pyx_memoryview_slice_copy')
 * cdef void slice_copy(memoryview memview, __Pyx_memviewslice *dst):             # <<<<<<<<<<<<<<
 *     cdef int dim
 *     cdef (Py_ssize_t*) shape, strides, suboffsets
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1033
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *__pyx_v_memview) {
  __Pyx_memviewslice __pyx_v_memviewslice;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy", 0);

  /* "View.MemoryView":1036
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)             # <<<<<<<<<<<<<<
 *     return memoryview_copy_from_slice(memview, &memviewslice)
 * 
 */
  __pyx_memoryview_slice_copy(__pyx_v_memview, (&__pyx_v_memviewslice));

  /* "View.MemoryView":1037
 *     cdef __Pyx_memviewslice memviewslice
 *     slice_copy(memview, &memviewslice)
 *     return memoryview_copy_from_slice(memview, &memviewslice)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_memoryview_copy_object_from_slice(__pyx_v_memview, (&__pyx_v_memviewslice)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1037; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1033
 * 
 * @cname('__pyx_memoryview_copy_object')
 * cdef memoryview_copy(memoryview memview):             # <<<<<<<<<<<<<<
 *     "Create a new memoryview object"
 *     cdef __Pyx_memviewslice memviewslice
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1040
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *__pyx_v_memview, __Pyx_memviewslice *__pyx_v_memviewslice) {
  PyObject *(*__pyx_v_to_object_func)(char *);
  int (*__pyx_v_to_dtype_func)(char *, PyObject *);
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *(*__pyx_t_3)(char *);
  int (*__pyx_t_4)(char *, PyObject *);
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannySetupContext("memoryview_copy_from_slice", 0);

  /* "View.MemoryView":1047
 *     cdef int (*to_dtype_func)(char *, object) except 0
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 */
  __pyx_t_1 = __Pyx_TypeCheck(((PyObject *)__pyx_v_memview), ((PyObject *)__pyx_memoryviewslice_type)); 
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1048
 * 
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func             # <<<<<<<<<<<<<<
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 */
    __pyx_t_3 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_object_func;
    __pyx_v_to_object_func = __pyx_t_3;

    /* "View.MemoryView":1049
 *     if isinstance(memview, _memoryviewslice):
 *         to_object_func = (<_memoryviewslice> memview).to_object_func
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func             # <<<<<<<<<<<<<<
 *     else:
 *         to_object_func = NULL
 */
    __pyx_t_4 = ((struct __pyx_memoryviewslice_obj *)__pyx_v_memview)->to_dtype_func;
    __pyx_v_to_dtype_func = __pyx_t_4;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":1051
 *         to_dtype_func = (<_memoryviewslice> memview).to_dtype_func
 *     else:
 *         to_object_func = NULL             # <<<<<<<<<<<<<<
 *         to_dtype_func = NULL
 * 
 */
    __pyx_v_to_object_func = NULL;

    /* "View.MemoryView":1052
 *     else:
 *         to_object_func = NULL
 *         to_dtype_func = NULL             # <<<<<<<<<<<<<<
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 */
    __pyx_v_to_dtype_func = NULL;
  }
  __pyx_L3:;

  /* "View.MemoryView":1054
 *         to_dtype_func = NULL
 * 
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,             # <<<<<<<<<<<<<<
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "View.MemoryView":1056
 *     return memoryview_fromslice(memviewslice[0], memview.view.ndim,
 *                                 to_object_func, to_dtype_func,
 *                                 memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_5 = __pyx_memoryview_fromslice((__pyx_v_memviewslice[0]), __pyx_v_memview->view.ndim, __pyx_v_to_object_func, __pyx_v_to_dtype_func, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1054; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1040
 * 
 * @cname('__pyx_memoryview_copy_object_from_slice')
 * cdef memoryview_copy_from_slice(memoryview memview, __Pyx_memviewslice *memviewslice):             # <<<<<<<<<<<<<<
 *     """
 *     Create a new memoryview object from a given memoryview object and slice.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView.memoryview_copy_from_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":1062
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) {
  Py_ssize_t __pyx_r;
  int __pyx_t_1;

  /* "View.MemoryView":1063
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:             # <<<<<<<<<<<<<<
 *         return -arg
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_arg < 0) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1064
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:
 *     if arg < 0:
 *         return -arg             # <<<<<<<<<<<<<<
 *     else:
 *         return arg
 */
    __pyx_r = (-__pyx_v_arg);
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":1066
 *         return -arg
 *     else:
 *         return arg             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_get_best_slice_order')
 */
    __pyx_r = __pyx_v_arg;
    goto __pyx_L0;
  }

  /* "View.MemoryView":1062
 * 
 * 
 * cdef Py_ssize_t abs_py_ssize_t(Py_ssize_t arg) nogil:             # <<<<<<<<<<<<<<
 *     if arg < 0:
 *         return -arg
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1069
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_c_stride;
  Py_ssize_t __pyx_v_f_stride;
  char __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1074
 *     """
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t f_stride = 0
 * 
 */
  __pyx_v_c_stride = 0;

  /* "View.MemoryView":1075
 *     cdef int i
 *     cdef Py_ssize_t c_stride = 0
 *     cdef Py_ssize_t f_stride = 0             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_f_stride = 0;

  /* "View.MemoryView":1077
 *     cdef Py_ssize_t f_stride = 0
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1078
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             c_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1079
 *     for i in range(ndim - 1, -1, -1):
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_c_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1080
 *         if mslice.shape[i] > 1:
 *             c_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
      goto __pyx_L4_break;
    }
  }
  __pyx_L4_break:;

  /* "View.MemoryView":1082
 *             break
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 */
  __pyx_t_1 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_1; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1083
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1084
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1085
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 */
      goto __pyx_L7_break;
    }
  }
  __pyx_L7_break:;

  /* "View.MemoryView":1087
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1088
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 *         return 'C'             # <<<<<<<<<<<<<<
 *     else:
 *         return 'F'
 */
    __pyx_r = 'C';
    goto __pyx_L0;
  }
  /*else*/ {

    /* "View.MemoryView":1090
 *         return 'C'
 *     else:
 *         return 'F'             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
    __pyx_r = 'F';
    goto __pyx_L0;
  }

  /* "View.MemoryView":1069
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1093
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent;
  Py_ssize_t __pyx_v_dst_extent;
  Py_ssize_t __pyx_v_src_stride;
  Py_ssize_t __pyx_v_dst_stride;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;

  /* "View.MemoryView":1100
 * 
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 */
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1101
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 */
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1102
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 */
  __pyx_v_src_stride = (__pyx_v_src_strides[0]);

  /* "View.MemoryView":1103
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1105
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1106
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0);
    if (__pyx_t_2) {
      goto __pyx_L6_next_and;
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L6_next_and:;
    __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0);
    if (__pyx_t_2) {
      goto __pyx_L7_next_and;
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_L7_next_and:;

    /* "View.MemoryView":1107
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):             # <<<<<<<<<<<<<<
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 */
    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);
    if (__pyx_t_2) {
      __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride));
    }
    __pyx_t_3 = (__pyx_t_2 != 0);
    __pyx_t_1 = __pyx_t_3;
    __pyx_L5_bool_binop_done:;
    if (__pyx_t_1) {

      /* "View.MemoryView":1108
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *        else:
 *            for i in range(dst_extent):
 */
      memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent));
      goto __pyx_L4;
    }
    /*else*/ {

      /* "View.MemoryView":1110
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 *            for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 */
      __pyx_t_4 = __pyx_v_dst_extent;
      for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1111
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize);

        /* "View.MemoryView":1112
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1113
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
      }
    }
    __pyx_L4:;
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":1115
 *                dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
 */
    __pyx_t_4 = __pyx_v_dst_extent;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1116
 *     else:
 *         for i in range(dst_extent):
 *             _copy_strided_to_strided(src_data, src_strides + 1,             # <<<<<<<<<<<<<<
 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
 */
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1120
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1121
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1093
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

  /* function exit code */
}

/* "View.MemoryView":1123
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {

  /* "View.MemoryView":1126
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 */
  _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1123
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1130
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_size;
  Py_ssize_t __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1133
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 *     cdef Py_ssize_t size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1135
 *     cdef Py_ssize_t size = src.memview.view.itemsize
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         size *= src.shape[i]
 * 
 */
  __pyx_t_2 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1136
 * 
 *     for i in range(ndim):
 *         size *= src.shape[i]             # <<<<<<<<<<<<<<
 * 
 *     return size
 */
    __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i]));
  }

  /* "View.MemoryView":1138
 *         size *= src.shape[i]
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1130
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1141
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1150
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
  __pyx_t_1 = ((__pyx_v_order == 'F') != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1151
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
    __pyx_t_2 = __pyx_v_ndim;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_idx = __pyx_t_3;

      /* "View.MemoryView":1152
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 *     else:
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1153
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":1155
 *             stride = stride * shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1; __pyx_t_2-=1) {
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1156
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 * 
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1157
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1159
 *             stride = stride * shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1141
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1162
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
  int __pyx_v_i;
  void *__pyx_v_result;
  size_t __pyx_v_itemsize;
  size_t __pyx_v_size;
  void *__pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  struct __pyx_memoryview_obj *__pyx_t_4;
  int __pyx_t_5;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":1173
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1174
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
 */
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1176
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err(MemoryError, NULL)
 */
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1177
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1178
 *     result = malloc(size)
 *     if not result:
 *         _err(MemoryError, NULL)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1178; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":1181
 * 
 * 
 *     tmpslice.data = <char *> result             # <<<<<<<<<<<<<<
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 */
  __pyx_v_tmpslice->data = ((char *)__pyx_v_result);

  /* "View.MemoryView":1182
 * 
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview             # <<<<<<<<<<<<<<
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 */
  __pyx_t_4 = __pyx_v_src->memview;
  __pyx_v_tmpslice->memview = __pyx_t_4;

  /* "View.MemoryView":1183
 *     tmpslice.data = <char *> result
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1
 */
  __pyx_t_3 = __pyx_v_ndim;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "View.MemoryView":1184
 *     tmpslice.memview = src.memview
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]             # <<<<<<<<<<<<<<
 *         tmpslice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_tmpslice->shape[__pyx_v_i]) = (__pyx_v_src->shape[__pyx_v_i]);

    /* "View.MemoryView":1185
 *     for i in range(ndim):
 *         tmpslice.shape[i] = src.shape[i]
 *         tmpslice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,
 */
    (__pyx_v_tmpslice->suboffsets[__pyx_v_i]) = -1;
  }

  /* "View.MemoryView":1187
 *         tmpslice.suboffsets[i] = -1
 * 
 *     fill_contig_strides_array(&tmpslice.shape[0], &tmpslice.strides[0], itemsize,             # <<<<<<<<<<<<<<
 *                               ndim, order)
 * 
 */
  __pyx_fill_contig_strides_array((&(__pyx_v_tmpslice->shape[0])), (&(__pyx_v_tmpslice->strides[0])), __pyx_v_itemsize, __pyx_v_ndim, __pyx_v_order);

  /* "View.MemoryView":1191
 * 
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0
 */
  __pyx_t_3 = __pyx_v_ndim;
  for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_3; __pyx_t_5+=1) {
    __pyx_v_i = __pyx_t_5;

    /* "View.MemoryView":1192
 * 
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:             # <<<<<<<<<<<<<<
 *             tmpslice.strides[i] = 0
 * 
 */
    __pyx_t_2 = (((__pyx_v_tmpslice->shape[__pyx_v_i]) == 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1193
 *     for i in range(ndim):
 *         if tmpslice.shape[i] == 1:
 *             tmpslice.strides[i] = 0             # <<<<<<<<<<<<<<
 * 
 *     if slice_is_contig(src, order, ndim):
 */
      (__pyx_v_tmpslice->strides[__pyx_v_i]) = 0;
      goto __pyx_L8;
    }
    __pyx_L8:;
  }

  /* "View.MemoryView":1195
 *             tmpslice.strides[i] = 0
 * 
 *     if slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *         memcpy(result, src.data, size)
 *     else:
 */
  __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1196
 * 
 *     if slice_is_contig(src, order, ndim):
 *         memcpy(result, src.data, size)             # <<<<<<<<<<<<<<
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 */
    memcpy(__pyx_v_result, __pyx_v_src->data, __pyx_v_size);
    goto __pyx_L9;
  }
  /*else*/ {

    /* "View.MemoryView":1198
 *         memcpy(result, src.data, size)
 *     else:
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
    copy_strided_to_strided(__pyx_v_src, __pyx_v_tmpslice, __pyx_v_ndim, __pyx_v_itemsize);
  }
  __pyx_L9:;

  /* "View.MemoryView":1200
 *         copy_strided_to_strided(src, tmpslice, ndim, itemsize)
 * 
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "View.MemoryView":1162
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.copy_data_to_temp", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = NULL;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1205
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_v_extent1, Py_ssize_t __pyx_v_extent2) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_extents", 0);

  /* "View.MemoryView":1208
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 *                                                         (i, extent1, extent2))             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err_dim')
 */
  __pyx_t_1 = __Pyx_PyInt_From_int(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_extent1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_extent2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyTuple_New(3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_4, 1, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  PyTuple_SET_ITEM(__pyx_t_4, 2, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_1 = 0;
  __pyx_t_2 = 0;
  __pyx_t_3 = 0;

  /* "View.MemoryView":1207
 * cdef int _err_extents(int i, Py_ssize_t extent1,
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %             # <<<<<<<<<<<<<<
 *                                                         (i, extent1, extent2))
 * 
 */
  __pyx_t_3 = __Pyx_PyString_Format(__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_t_4); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_Raise(__pyx_t_3, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":1205
 * 
 * @cname('__pyx_memoryview_err_extents')
 * cdef int _err_extents(int i, Py_ssize_t extent1,             # <<<<<<<<<<<<<<
 *                              Py_ssize_t extent2) except -1 with gil:
 *     raise ValueError("got differing extents in dimension %d (got %d and %d)" %
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("View.MemoryView._err_extents", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1211
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx_v_msg, int __pyx_v_dim) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err_dim", 0);
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1212
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:
 *     raise error(msg.decode('ascii') % dim)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_err')
 */
  __pyx_t_2 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_dim); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_4 = PyUnicode_Format(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_INCREF(__pyx_v_error);
  __pyx_t_3 = __pyx_v_error; __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_5);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2); __Pyx_GIVEREF(__pyx_t_2); __pyx_t_2 = NULL;
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_4);
    __pyx_t_4 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_Raise(__pyx_t_1, 0, 0, 0);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1212; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":1211
 * 
 * @cname('__pyx_memoryview_err_dim')
 * cdef int _err_dim(object error, char *msg, int dim) except -1 with gil:             # <<<<<<<<<<<<<<
 *     raise error(msg.decode('ascii') % dim)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("View.MemoryView._err_dim", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1215
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_msg) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("_err", 0);
  __Pyx_INCREF(__pyx_v_error);

  /* "View.MemoryView":1216
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_msg != NULL) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1217
 * cdef int _err(object error, char *msg) except -1 with gil:
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))             # <<<<<<<<<<<<<<
 *     else:
 *         raise error
 */
    __pyx_t_3 = __Pyx_decode_c_string(__pyx_v_msg, 0, strlen(__pyx_v_msg), NULL, NULL, PyUnicode_DecodeASCII); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_error);
    __pyx_t_4 = __pyx_v_error; __pyx_t_5 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_4))) {
      __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
      if (likely(__pyx_t_5)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_4, function);
      }
    }
    if (!__pyx_t_5) {
      __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_2);
    } else {
      __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
      PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    }
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }
  /*else*/ {

    /* "View.MemoryView":1219
 *         raise error(msg.decode('ascii'))
 *     else:
 *         raise error             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_contents')
 */
    __Pyx_Raise(__pyx_v_error, 0, 0, 0);
    {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1219; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  }

  /* "View.MemoryView":1215
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("View.MemoryView._err", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __Pyx_XDECREF(__pyx_v_error);
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
  return __pyx_r;
}

/* "View.MemoryView":1222
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_memviewslice __pyx_v_dst, int __pyx_v_src_ndim, int __pyx_v_dst_ndim, int __pyx_v_dtype_is_object) {
  void *__pyx_v_tmpdata;
  size_t __pyx_v_itemsize;
  int __pyx_v_i;
  char __pyx_v_order;
  int __pyx_v_broadcasting;
  int __pyx_v_direct_copy;
  __Pyx_memviewslice __pyx_v_tmp;
  int __pyx_v_ndim;
  int __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  void *__pyx_t_6;
  int __pyx_t_7;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;

  /* "View.MemoryView":1230
 *     Check for overlapping memory and verify the shapes.
 *     """
 *     cdef void *tmpdata = NULL             # <<<<<<<<<<<<<<
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 */
  __pyx_v_tmpdata = NULL;

  /* "View.MemoryView":1231
 *     """
 *     cdef void *tmpdata = NULL
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 */
  __pyx_t_1 = __pyx_v_src.memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1233
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)             # <<<<<<<<<<<<<<
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False
 */
  __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_src), __pyx_v_src_ndim);

  /* "View.MemoryView":1234
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False             # <<<<<<<<<<<<<<
 *     cdef bint direct_copy = False
 *     cdef __Pyx_memviewslice tmp
 */
  __pyx_v_broadcasting = 0;

  /* "View.MemoryView":1235
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False             # <<<<<<<<<<<<<<
 *     cdef __Pyx_memviewslice tmp
 * 
 */
  __pyx_v_direct_copy = 0;

  /* "View.MemoryView":1238
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 */
  __pyx_t_2 = ((__pyx_v_src_ndim < __pyx_v_dst_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1239
 * 
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim);
    goto __pyx_L3;
  }

  /* "View.MemoryView":1240
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1241
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)             # <<<<<<<<<<<<<<
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim);
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":1243
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_3 = __pyx_v_dst_ndim;
  __pyx_t_4 = __pyx_v_src_ndim;
  if (((__pyx_t_3 > __pyx_t_4) != 0)) {
    __pyx_t_5 = __pyx_t_3;
  } else {
    __pyx_t_5 = __pyx_t_4;
  }
  __pyx_v_ndim = __pyx_t_5;

  /* "View.MemoryView":1245
 *     cdef int ndim = max(src_ndim, dst_ndim)
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 */
  __pyx_t_5 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1246
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1247
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */
      __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":1248
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 *                 broadcasting = True             # <<<<<<<<<<<<<<
 *                 src.strides[i] = 0
 *             else:
 */
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1249
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 *                 src.strides[i] = 0             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 */
        (__pyx_v_src.strides[__pyx_v_i]) = 0;
        goto __pyx_L7;
      }
      /*else*/ {

        /* "View.MemoryView":1251
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
 */
        __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1251; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      }
      __pyx_L7:;
      goto __pyx_L6;
    }
    __pyx_L6:;

    /* "View.MemoryView":1253
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1254
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, __pyx_k_Dimension_d_is_not_direct, __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1254; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
      goto __pyx_L8;
    }
    __pyx_L8:;
  }

  /* "View.MemoryView":1256
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(&src, order, ndim):
 */
  __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1258
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(&src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    __pyx_t_2 = ((!(__pyx_memviewslice_is_contig((&__pyx_v_src), __pyx_v_order, __pyx_v_ndim) != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1259
 * 
 *         if not slice_is_contig(&src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);
      goto __pyx_L10;
    }
    __pyx_L10:;

    /* "View.MemoryView":1261
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __pyx_v_tmpdata = __pyx_t_6;

    /* "View.MemoryView":1262
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;
    goto __pyx_L9;
  }
  __pyx_L9:;

  /* "View.MemoryView":1264
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1267
 * 
 * 
 *         if slice_is_contig(&src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'C', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1268
 * 
 *         if slice_is_contig(&src, 'C', ndim):
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(&src, 'F', ndim):
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'C', __pyx_v_ndim);
      goto __pyx_L12;
    }

    /* "View.MemoryView":1269
 *         if slice_is_contig(&src, 'C', ndim):
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig((&__pyx_v_src), 'F', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1270
 *             direct_copy = slice_is_contig(&dst, 'C', ndim)
 *         elif slice_is_contig(&src, 'F', ndim):
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig((&__pyx_v_dst), 'F', __pyx_v_ndim);
      goto __pyx_L12;
    }
    __pyx_L12:;

    /* "View.MemoryView":1272
 *             direct_copy = slice_is_contig(&dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_2 = (__pyx_v_direct_copy != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1274
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1275
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */
      memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim));

      /* "View.MemoryView":1276
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1277
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1278
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */
      __pyx_r = 0;
      goto __pyx_L0;
    }
    goto __pyx_L11;
  }
  __pyx_L11:;

  /* "View.MemoryView":1280
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = (__pyx_v_order == 'F');
  if (__pyx_t_2) {
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
  }
  __pyx_t_7 = (__pyx_t_2 != 0);
  if (__pyx_t_7) {

    /* "View.MemoryView":1283
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1283; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

    /* "View.MemoryView":1284
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 1284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    goto __pyx_L14;
  }
  __pyx_L14:;

  /* "View.MemoryView":1286
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1287
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1288
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1290
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1291
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1222
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

  /* function exit code */
  __pyx_L1_error:;
  {
    #ifdef WITH_THREAD
    PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
    #endif
    __Pyx_AddTraceback("View.MemoryView.memoryview_copy_contents", __pyx_clineno, __pyx_lineno, __pyx_filename);
    #ifdef WITH_THREAD
    PyGILState_Release(__pyx_gilstate_save);
    #endif
  }
  __pyx_r = -1;
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1294
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *slice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_slice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
  int __pyx_v_i;
  int __pyx_v_offset;
  int __pyx_t_1;
  int __pyx_t_2;

  /* "View.MemoryView":1298
 *                             int ndim_other) nogil:
 *     cdef int i
 *     cdef int offset = ndim_other - ndim             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim - 1, -1, -1):
 */
  __pyx_v_offset = (__pyx_v_ndim_other - __pyx_v_ndim);

  /* "View.MemoryView":1300
 *     cdef int offset = ndim_other - ndim
 * 
 *     for i in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *         slice.shape[i + offset] = slice.shape[i]
 *         slice.strides[i + offset] = slice.strides[i]
 */
  for (__pyx_t_1 = (__pyx_v_ndim - 1); __pyx_t_1 > -1; __pyx_t_1-=1) {
    __pyx_v_i = __pyx_t_1;

    /* "View.MemoryView":1301
 * 
 *     for i in range(ndim - 1, -1, -1):
 *         slice.shape[i + offset] = slice.shape[i]             # <<<<<<<<<<<<<<
 *         slice.strides[i + offset] = slice.strides[i]
 *         slice.suboffsets[i + offset] = slice.suboffsets[i]
 */
    (__pyx_v_slice->shape[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_slice->shape[__pyx_v_i]);

    /* "View.MemoryView":1302
 *     for i in range(ndim - 1, -1, -1):
 *         slice.shape[i + offset] = slice.shape[i]
 *         slice.strides[i + offset] = slice.strides[i]             # <<<<<<<<<<<<<<
 *         slice.suboffsets[i + offset] = slice.suboffsets[i]
 * 
 */
    (__pyx_v_slice->strides[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_slice->strides[__pyx_v_i]);

    /* "View.MemoryView":1303
 *         slice.shape[i + offset] = slice.shape[i]
 *         slice.strides[i + offset] = slice.strides[i]
 *         slice.suboffsets[i + offset] = slice.suboffsets[i]             # <<<<<<<<<<<<<<
 * 
 *     for i in range(offset):
 */
    (__pyx_v_slice->suboffsets[(__pyx_v_i + __pyx_v_offset)]) = (__pyx_v_slice->suboffsets[__pyx_v_i]);
  }

  /* "View.MemoryView":1305
 *         slice.suboffsets[i + offset] = slice.suboffsets[i]
 * 
 *     for i in range(offset):             # <<<<<<<<<<<<<<
 *         slice.shape[i] = 1
 *         slice.strides[i] = slice.strides[0]
 */
  __pyx_t_1 = __pyx_v_offset;
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "View.MemoryView":1306
 * 
 *     for i in range(offset):
 *         slice.shape[i] = 1             # <<<<<<<<<<<<<<
 *         slice.strides[i] = slice.strides[0]
 *         slice.suboffsets[i] = -1
 */
    (__pyx_v_slice->shape[__pyx_v_i]) = 1;

    /* "View.MemoryView":1307
 *     for i in range(offset):
 *         slice.shape[i] = 1
 *         slice.strides[i] = slice.strides[0]             # <<<<<<<<<<<<<<
 *         slice.suboffsets[i] = -1
 * 
 */
    (__pyx_v_slice->strides[__pyx_v_i]) = (__pyx_v_slice->strides[0]);

    /* "View.MemoryView":1308
 *         slice.shape[i] = 1
 *         slice.strides[i] = slice.strides[0]
 *         slice.suboffsets[i] = -1             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_slice->suboffsets[__pyx_v_i]) = -1;
  }

  /* "View.MemoryView":1294
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *slice,             # <<<<<<<<<<<<<<
 *                             int ndim,
 *                             int ndim_other) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1316
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_dtype_is_object, int __pyx_v_ndim, int __pyx_v_inc) {
  int __pyx_t_1;

  /* "View.MemoryView":1320
 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
 *                                            dst.strides, ndim, inc)
 */
  __pyx_t_1 = (__pyx_v_dtype_is_object != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1321
 * 
 *     if dtype_is_object:
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,             # <<<<<<<<<<<<<<
 *                                            dst.strides, ndim, inc)
 * 
 */
    __pyx_memoryview_refcount_objects_in_slice_with_gil(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_inc);
    goto __pyx_L3;
  }
  __pyx_L3:;

  /* "View.MemoryView":1316
 * 
 * @cname('__pyx_memoryview_refcount_copying')
 * cdef void refcount_copying(__Pyx_memviewslice *dst, bint dtype_is_object,             # <<<<<<<<<<<<<<
 *                            int ndim, bint inc) nogil:
 * 
 */

  /* function exit code */
}

/* "View.MemoryView":1325
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  __Pyx_RefNannyDeclarations
  #ifdef WITH_THREAD
  PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure();
  #endif
  __Pyx_RefNannySetupContext("refcount_objects_in_slice_with_gil", 0);

  /* "View.MemoryView":1328
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 *     refcount_objects_in_slice(data, shape, strides, ndim, inc)             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 */
  __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, __pyx_v_shape, __pyx_v_strides, __pyx_v_ndim, __pyx_v_inc);

  /* "View.MemoryView":1325
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
 * cdef void refcount_objects_in_slice_with_gil(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                              Py_ssize_t *strides, int ndim,
 *                                              bint inc) with gil:
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
  #ifdef WITH_THREAD
  PyGILState_Release(__pyx_gilstate_save);
  #endif
}

/* "View.MemoryView":1331
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  __Pyx_RefNannySetupContext("refcount_objects_in_slice", 0);

  /* "View.MemoryView":1335
 *     cdef Py_ssize_t i
 * 
 *     for i in range(shape[0]):             # <<<<<<<<<<<<<<
 *         if ndim == 1:
 *             if inc:
 */
  __pyx_t_1 = (__pyx_v_shape[0]);
  for (__pyx_t_2 = 0; __pyx_t_2 < __pyx_t_1; __pyx_t_2+=1) {
    __pyx_v_i = __pyx_t_2;

    /* "View.MemoryView":1336
 * 
 *     for i in range(shape[0]):
 *         if ndim == 1:             # <<<<<<<<<<<<<<
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])
 */
    __pyx_t_3 = ((__pyx_v_ndim == 1) != 0);
    if (__pyx_t_3) {

      /* "View.MemoryView":1337
 *     for i in range(shape[0]):
 *         if ndim == 1:
 *             if inc:             # <<<<<<<<<<<<<<
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 */
      __pyx_t_3 = (__pyx_v_inc != 0);
      if (__pyx_t_3) {

        /* "View.MemoryView":1338
 *         if ndim == 1:
 *             if inc:
 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])
 */
        Py_INCREF((((PyObject **)__pyx_v_data)[0]));
        goto __pyx_L6;
      }
      /*else*/ {

        /* "View.MemoryView":1340
 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
 *                 Py_DECREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,
 */
        Py_DECREF((((PyObject **)__pyx_v_data)[0]));
      }
      __pyx_L6:;
      goto __pyx_L5;
    }
    /*else*/ {

      /* "View.MemoryView":1342
 *                 Py_DECREF((<PyObject **> data)[0])
 *         else:
 *             refcount_objects_in_slice(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                       ndim - 1, inc)
 * 
 */
      __pyx_memoryview_refcount_objects_in_slice(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_inc);
    }
    __pyx_L5:;

    /* "View.MemoryView":1345
 *                                       ndim - 1, inc)
 * 
 *         data += strides[0]             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_v_data = (__pyx_v_data + (__pyx_v_strides[0]));
  }

  /* "View.MemoryView":1331
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
 * cdef void refcount_objects_in_slice(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                                     Py_ssize_t *strides, int ndim, bint inc):
 *     cdef Py_ssize_t i
 */

  /* function exit code */
  __Pyx_RefNannyFinishContext();
}

/* "View.MemoryView":1351
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 */

static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1354
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1355
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,             # <<<<<<<<<<<<<<
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview__slice_assign_scalar(__pyx_v_dst->data, __pyx_v_dst->shape, __pyx_v_dst->strides, __pyx_v_ndim, __pyx_v_itemsize, __pyx_v_item);

  /* "View.MemoryView":1357
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
 *                          itemsize, item)
 *     refcount_copying(dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1351
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1361
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_stride;
  Py_ssize_t __pyx_v_extent;
  int __pyx_t_1;
  Py_ssize_t __pyx_t_2;
  Py_ssize_t __pyx_t_3;

  /* "View.MemoryView":1365
 *                               size_t itemsize, void *item) nogil:
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t extent = shape[0]
 * 
 */
  __pyx_v_stride = (__pyx_v_strides[0]);

  /* "View.MemoryView":1366
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t stride = strides[0]
 *     cdef Py_ssize_t extent = shape[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_extent = (__pyx_v_shape[0]);

  /* "View.MemoryView":1368
 *     cdef Py_ssize_t extent = shape[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1369
 * 
 *     if ndim == 1:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             memcpy(data, item, itemsize)
 *             data += stride
 */
    __pyx_t_2 = __pyx_v_extent;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_i = __pyx_t_3;

      /* "View.MemoryView":1370
 *     if ndim == 1:
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)             # <<<<<<<<<<<<<<
 *             data += stride
 *     else:
 */
      memcpy(__pyx_v_data, __pyx_v_item, __pyx_v_itemsize);

      /* "View.MemoryView":1371
 *         for i in range(extent):
 *             memcpy(data, item, itemsize)
 *             data += stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(extent):
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }
    goto __pyx_L3;
  }
  /*else*/ {

    /* "View.MemoryView":1373
 *             data += stride
 *     else:
 *         for i in range(extent):             # <<<<<<<<<<<<<<
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 */
    __pyx_t_2 = __pyx_v_extent;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_i = __pyx_t_3;

      /* "View.MemoryView":1374
 *     else:
 *         for i in range(extent):
 *             _slice_assign_scalar(data, shape + 1, strides + 1,             # <<<<<<<<<<<<<<
 *                                 ndim - 1, itemsize, item)
 *             data += stride
 */
      __pyx_memoryview__slice_assign_scalar(__pyx_v_data, (__pyx_v_shape + 1), (__pyx_v_strides + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize, __pyx_v_item);

      /* "View.MemoryView":1376
 *             _slice_assign_scalar(data, shape + 1, strides + 1,
 *                                 ndim - 1, itemsize, item)
 *             data += stride             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_data = (__pyx_v_data + __pyx_v_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1361
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

  /* function exit code */
}

static PyObject *__pyx_tp_new_6pandas_3lib__PandasNull(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib__PandasNull(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  (*Py_TYPE(o)->tp_free)(o);
}

static PyMethodDef __pyx_methods_6pandas_3lib__PandasNull[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib__PandasNull = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib._PandasNull", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib__PandasNull), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib__PandasNull, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_6pandas_3lib_11_PandasNull_3__hash__, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  __pyx_pw_6pandas_3lib_11_PandasNull_1__richcmp__, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib__PandasNull, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib__PandasNull, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_3lib_BlockPlacement __pyx_vtable_6pandas_3lib_BlockPlacement;

static PyObject *__pyx_tp_new_6pandas_3lib_BlockPlacement(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_BlockPlacement *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_BlockPlacement *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_3lib_BlockPlacement;
  p->_as_slice = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_as_array = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_BlockPlacement(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_BlockPlacement *p = (struct __pyx_obj_6pandas_3lib_BlockPlacement *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->_as_slice);
  Py_CLEAR(p->_as_array);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_BlockPlacement(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_BlockPlacement *p = (struct __pyx_obj_6pandas_3lib_BlockPlacement *)o;
  if (p->_as_slice) {
    e = (*v)(p->_as_slice, a); if (e) return e;
  }
  if (p->_as_array) {
    e = (*v)(p->_as_array, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_BlockPlacement(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_BlockPlacement *p = (struct __pyx_obj_6pandas_3lib_BlockPlacement *)o;
  tmp = ((PyObject*)p->_as_slice);
  p->_as_slice = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_as_array);
  p->_as_array = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}
static PyObject *__pyx_sq_item_6pandas_3lib_BlockPlacement(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static PyMethodDef __pyx_methods_6pandas_3lib_BlockPlacement[] = {
  {"__unicode__", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_3__unicode__, METH_NOARGS, 0},
  {"as_slice", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_9as_slice, METH_NOARGS, 0},
  {"indexer", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_11indexer, METH_NOARGS, 0},
  {"isin", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_13isin, METH_O, 0},
  {"as_array", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_15as_array, METH_NOARGS, 0},
  {"is_slice_like", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_17is_slice_like, METH_NOARGS, 0},
  {"delete", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_21delete, METH_O, 0},
  {"append", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_23append, METH_O, 0},
  {"add", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_25add, METH_O, 0},
  {"sub", (PyCFunction)__pyx_pw_6pandas_3lib_14BlockPlacement_27sub, METH_O, 0},
  {0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_BlockPlacement = {
  __pyx_pw_6pandas_3lib_14BlockPlacement_5__len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_6pandas_3lib_BlockPlacement, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_BlockPlacement = {
  __pyx_pw_6pandas_3lib_14BlockPlacement_5__len__, /*mp_length*/
  __pyx_pw_6pandas_3lib_14BlockPlacement_19__getitem__, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyTypeObject __pyx_type_6pandas_3lib_BlockPlacement = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.BlockPlacement", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_BlockPlacement), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_BlockPlacement, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_BlockPlacement, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_BlockPlacement, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_BlockPlacement, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_BlockPlacement, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  __pyx_pw_6pandas_3lib_14BlockPlacement_7__iter__, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_BlockPlacement, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_14BlockPlacement_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_BlockPlacement, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_3lib_Reducer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_Reducer *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_Reducer *)o);
  p->arr = Py_None; Py_INCREF(Py_None);
  p->dummy = Py_None; Py_INCREF(Py_None);
  p->f = Py_None; Py_INCREF(Py_None);
  p->labels = Py_None; Py_INCREF(Py_None);
  p->typ = Py_None; Py_INCREF(Py_None);
  p->ityp = Py_None; Py_INCREF(Py_None);
  p->index = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_Reducer(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_Reducer *p = (struct __pyx_obj_6pandas_3lib_Reducer *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->arr);
  Py_CLEAR(p->dummy);
  Py_CLEAR(p->f);
  Py_CLEAR(p->labels);
  Py_CLEAR(p->typ);
  Py_CLEAR(p->ityp);
  Py_CLEAR(p->index);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_Reducer(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_Reducer *p = (struct __pyx_obj_6pandas_3lib_Reducer *)o;
  if (p->arr) {
    e = (*v)(p->arr, a); if (e) return e;
  }
  if (p->dummy) {
    e = (*v)(p->dummy, a); if (e) return e;
  }
  if (p->f) {
    e = (*v)(p->f, a); if (e) return e;
  }
  if (p->labels) {
    e = (*v)(p->labels, a); if (e) return e;
  }
  if (p->typ) {
    e = (*v)(p->typ, a); if (e) return e;
  }
  if (p->ityp) {
    e = (*v)(p->ityp, a); if (e) return e;
  }
  if (p->index) {
    e = (*v)(p->index, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_Reducer(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_Reducer *p = (struct __pyx_obj_6pandas_3lib_Reducer *)o;
  tmp = ((PyObject*)p->arr);
  p->arr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy);
  p->dummy = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->f);
  p->f = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->labels);
  p->labels = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->typ);
  p->typ = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->ityp);
  p->ityp = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index);
  p->index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_6pandas_3lib_Reducer[] = {
  {"_check_dummy", (PyCFunction)__pyx_pw_6pandas_3lib_7Reducer_3_check_dummy, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_result", (PyCFunction)__pyx_pw_6pandas_3lib_7Reducer_5get_result, METH_NOARGS, 0},
  {"_get_result_array", (PyCFunction)__pyx_pw_6pandas_3lib_7Reducer_7_get_result_array, METH_O, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_Reducer = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.Reducer", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_Reducer), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_Reducer, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Performs generic reduction operation on a C or Fortran-contiguous ndarray\n    while avoiding ndarray construction overhead\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_Reducer, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_Reducer, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_Reducer, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_7Reducer_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_Reducer, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_3lib_SeriesBinGrouper(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)o);
  p->arr = Py_None; Py_INCREF(Py_None);
  p->index = Py_None; Py_INCREF(Py_None);
  p->dummy_arr = Py_None; Py_INCREF(Py_None);
  p->dummy_index = Py_None; Py_INCREF(Py_None);
  p->values = Py_None; Py_INCREF(Py_None);
  p->f = Py_None; Py_INCREF(Py_None);
  p->bins = Py_None; Py_INCREF(Py_None);
  p->typ = Py_None; Py_INCREF(Py_None);
  p->ityp = Py_None; Py_INCREF(Py_None);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_SeriesBinGrouper(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->arr);
  Py_CLEAR(p->index);
  Py_CLEAR(p->dummy_arr);
  Py_CLEAR(p->dummy_index);
  Py_CLEAR(p->values);
  Py_CLEAR(p->f);
  Py_CLEAR(p->bins);
  Py_CLEAR(p->typ);
  Py_CLEAR(p->ityp);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_SeriesBinGrouper(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)o;
  if (p->arr) {
    e = (*v)(p->arr, a); if (e) return e;
  }
  if (p->index) {
    e = (*v)(p->index, a); if (e) return e;
  }
  if (p->dummy_arr) {
    e = (*v)(p->dummy_arr, a); if (e) return e;
  }
  if (p->dummy_index) {
    e = (*v)(p->dummy_index, a); if (e) return e;
  }
  if (p->values) {
    e = (*v)(p->values, a); if (e) return e;
  }
  if (p->f) {
    e = (*v)(p->f, a); if (e) return e;
  }
  if (p->bins) {
    e = (*v)(p->bins, a); if (e) return e;
  }
  if (p->typ) {
    e = (*v)(p->typ, a); if (e) return e;
  }
  if (p->ityp) {
    e = (*v)(p->ityp, a); if (e) return e;
  }
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_SeriesBinGrouper(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesBinGrouper *)o;
  tmp = ((PyObject*)p->arr);
  p->arr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index);
  p->index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy_arr);
  p->dummy_arr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy_index);
  p->dummy_index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->values);
  p->values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->f);
  p->f = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->bins);
  p->bins = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->typ);
  p->typ = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->ityp);
  p->ityp = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_arr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_arr(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3arr_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_5index_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_dummy_arr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_dummy_arr(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_9dummy_arr_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_dummy_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_dummy_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_11dummy_index_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_6values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_f(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1f_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_bins(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_bins(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4bins_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_typ(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_typ(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_3typ_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_ityp(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_ityp(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4ityp_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_16SeriesBinGrouper_name(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_16SeriesBinGrouper_4name_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_6pandas_3lib_SeriesBinGrouper[] = {
  {"_check_dummy", (PyCFunction)__pyx_pw_6pandas_3lib_16SeriesBinGrouper_3_check_dummy, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_result", (PyCFunction)__pyx_pw_6pandas_3lib_16SeriesBinGrouper_5get_result, METH_NOARGS, 0},
  {"_get_result_array", (PyCFunction)__pyx_pw_6pandas_3lib_16SeriesBinGrouper_7_get_result_array, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_3lib_SeriesBinGrouper[] = {
  {(char *)"arr", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_arr, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_arr, 0, 0},
  {(char *)"index", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_index, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_index, 0, 0},
  {(char *)"dummy_arr", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_dummy_arr, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_dummy_arr, 0, 0},
  {(char *)"dummy_index", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_dummy_index, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_dummy_index, 0, 0},
  {(char *)"values", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_values, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_values, 0, 0},
  {(char *)"f", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_f, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_f, 0, 0},
  {(char *)"bins", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_bins, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_bins, 0, 0},
  {(char *)"typ", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_typ, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_typ, 0, 0},
  {(char *)"ityp", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_ityp, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_ityp, 0, 0},
  {(char *)"name", __pyx_getprop_6pandas_3lib_16SeriesBinGrouper_name, __pyx_setprop_6pandas_3lib_16SeriesBinGrouper_name, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_SeriesBinGrouper = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.SeriesBinGrouper", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_SeriesBinGrouper), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_SeriesBinGrouper, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Performs grouping operation according to bin edges, rather than labels\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_SeriesBinGrouper, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_SeriesBinGrouper, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_SeriesBinGrouper, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_3lib_SeriesBinGrouper, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_16SeriesBinGrouper_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_SeriesBinGrouper, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_3lib_SeriesGrouper(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_SeriesGrouper *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_SeriesGrouper *)o);
  p->arr = Py_None; Py_INCREF(Py_None);
  p->index = Py_None; Py_INCREF(Py_None);
  p->dummy_arr = Py_None; Py_INCREF(Py_None);
  p->dummy_index = Py_None; Py_INCREF(Py_None);
  p->f = Py_None; Py_INCREF(Py_None);
  p->labels = Py_None; Py_INCREF(Py_None);
  p->values = Py_None; Py_INCREF(Py_None);
  p->typ = Py_None; Py_INCREF(Py_None);
  p->ityp = Py_None; Py_INCREF(Py_None);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_SeriesGrouper(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_SeriesGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesGrouper *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->arr);
  Py_CLEAR(p->index);
  Py_CLEAR(p->dummy_arr);
  Py_CLEAR(p->dummy_index);
  Py_CLEAR(p->f);
  Py_CLEAR(p->labels);
  Py_CLEAR(p->values);
  Py_CLEAR(p->typ);
  Py_CLEAR(p->ityp);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_SeriesGrouper(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_SeriesGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesGrouper *)o;
  if (p->arr) {
    e = (*v)(p->arr, a); if (e) return e;
  }
  if (p->index) {
    e = (*v)(p->index, a); if (e) return e;
  }
  if (p->dummy_arr) {
    e = (*v)(p->dummy_arr, a); if (e) return e;
  }
  if (p->dummy_index) {
    e = (*v)(p->dummy_index, a); if (e) return e;
  }
  if (p->f) {
    e = (*v)(p->f, a); if (e) return e;
  }
  if (p->labels) {
    e = (*v)(p->labels, a); if (e) return e;
  }
  if (p->values) {
    e = (*v)(p->values, a); if (e) return e;
  }
  if (p->typ) {
    e = (*v)(p->typ, a); if (e) return e;
  }
  if (p->ityp) {
    e = (*v)(p->ityp, a); if (e) return e;
  }
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_SeriesGrouper(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_SeriesGrouper *p = (struct __pyx_obj_6pandas_3lib_SeriesGrouper *)o;
  tmp = ((PyObject*)p->arr);
  p->arr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index);
  p->index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy_arr);
  p->dummy_arr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy_index);
  p->dummy_index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->f);
  p->f = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->labels);
  p->labels = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->values);
  p->values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->typ);
  p->typ = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->ityp);
  p->ityp = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_arr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_arr(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_3arr_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_5index_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_dummy_arr(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_dummy_arr(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_9dummy_arr_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_dummy_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_dummy_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_11dummy_index_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_f(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_1f_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_labels(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_labels(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_6labels_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_6values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_typ(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_typ(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_3typ_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_ityp(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_ityp(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_4ityp_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_13SeriesGrouper_name(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_13SeriesGrouper_name(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_13SeriesGrouper_4name_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_6pandas_3lib_SeriesGrouper[] = {
  {"_check_dummy", (PyCFunction)__pyx_pw_6pandas_3lib_13SeriesGrouper_3_check_dummy, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_result", (PyCFunction)__pyx_pw_6pandas_3lib_13SeriesGrouper_5get_result, METH_NOARGS, 0},
  {"_get_result_array", (PyCFunction)__pyx_pw_6pandas_3lib_13SeriesGrouper_7_get_result_array, METH_O, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_3lib_SeriesGrouper[] = {
  {(char *)"arr", __pyx_getprop_6pandas_3lib_13SeriesGrouper_arr, __pyx_setprop_6pandas_3lib_13SeriesGrouper_arr, 0, 0},
  {(char *)"index", __pyx_getprop_6pandas_3lib_13SeriesGrouper_index, __pyx_setprop_6pandas_3lib_13SeriesGrouper_index, 0, 0},
  {(char *)"dummy_arr", __pyx_getprop_6pandas_3lib_13SeriesGrouper_dummy_arr, __pyx_setprop_6pandas_3lib_13SeriesGrouper_dummy_arr, 0, 0},
  {(char *)"dummy_index", __pyx_getprop_6pandas_3lib_13SeriesGrouper_dummy_index, __pyx_setprop_6pandas_3lib_13SeriesGrouper_dummy_index, 0, 0},
  {(char *)"f", __pyx_getprop_6pandas_3lib_13SeriesGrouper_f, __pyx_setprop_6pandas_3lib_13SeriesGrouper_f, 0, 0},
  {(char *)"labels", __pyx_getprop_6pandas_3lib_13SeriesGrouper_labels, __pyx_setprop_6pandas_3lib_13SeriesGrouper_labels, 0, 0},
  {(char *)"values", __pyx_getprop_6pandas_3lib_13SeriesGrouper_values, __pyx_setprop_6pandas_3lib_13SeriesGrouper_values, 0, 0},
  {(char *)"typ", __pyx_getprop_6pandas_3lib_13SeriesGrouper_typ, __pyx_setprop_6pandas_3lib_13SeriesGrouper_typ, 0, 0},
  {(char *)"ityp", __pyx_getprop_6pandas_3lib_13SeriesGrouper_ityp, __pyx_setprop_6pandas_3lib_13SeriesGrouper_ityp, 0, 0},
  {(char *)"name", __pyx_getprop_6pandas_3lib_13SeriesGrouper_name, __pyx_setprop_6pandas_3lib_13SeriesGrouper_name, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_SeriesGrouper = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.SeriesGrouper", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_SeriesGrouper), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_SeriesGrouper, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Performs generic grouping operation while avoiding ndarray construction\n    overhead\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_SeriesGrouper, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_SeriesGrouper, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_SeriesGrouper, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_3lib_SeriesGrouper, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_13SeriesGrouper_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_SeriesGrouper, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_3lib_Slider __pyx_vtable_6pandas_3lib_Slider;

static PyObject *__pyx_tp_new_6pandas_3lib_Slider(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_Slider *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_Slider *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_3lib_Slider;
  p->values = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
  p->buf = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_Slider(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_Slider *p = (struct __pyx_obj_6pandas_3lib_Slider *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->values);
  Py_CLEAR(p->buf);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_Slider(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_Slider *p = (struct __pyx_obj_6pandas_3lib_Slider *)o;
  if (p->values) {
    e = (*v)(((PyObject*)p->values), a); if (e) return e;
  }
  if (p->buf) {
    e = (*v)(((PyObject*)p->buf), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_Slider(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_Slider *p = (struct __pyx_obj_6pandas_3lib_Slider *)o;
  tmp = ((PyObject*)p->values);
  p->values = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->buf);
  p->buf = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_6pandas_3lib_Slider[] = {
  {"advance", (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_3advance, METH_O, 0},
  {"set_length", (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_5set_length, METH_O, 0},
  {"reset", (PyCFunction)__pyx_pw_6pandas_3lib_6Slider_7reset, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_Slider = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.Slider", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_Slider), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_Slider, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Only handles contiguous data for now\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_Slider, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_Slider, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_Slider, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_6Slider_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_Slider, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_3lib_BlockSlider __pyx_vtable_6pandas_3lib_BlockSlider;

static PyObject *__pyx_tp_new_6pandas_3lib_BlockSlider(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_BlockSlider *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_BlockSlider *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_3lib_BlockSlider;
  p->frame = Py_None; Py_INCREF(Py_None);
  p->dummy = Py_None; Py_INCREF(Py_None);
  p->index = Py_None; Py_INCREF(Py_None);
  p->idx_slider = ((struct __pyx_obj_6pandas_3lib_Slider *)Py_None); Py_INCREF(Py_None);
  p->blocks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_BlockSlider(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_BlockSlider *p = (struct __pyx_obj_6pandas_3lib_BlockSlider *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_pw_6pandas_3lib_11BlockSlider_3__dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->frame);
  Py_CLEAR(p->dummy);
  Py_CLEAR(p->index);
  Py_CLEAR(p->idx_slider);
  Py_CLEAR(p->blocks);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_BlockSlider(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_BlockSlider *p = (struct __pyx_obj_6pandas_3lib_BlockSlider *)o;
  if (p->frame) {
    e = (*v)(p->frame, a); if (e) return e;
  }
  if (p->dummy) {
    e = (*v)(p->dummy, a); if (e) return e;
  }
  if (p->index) {
    e = (*v)(p->index, a); if (e) return e;
  }
  if (p->idx_slider) {
    e = (*v)(((PyObject*)p->idx_slider), a); if (e) return e;
  }
  if (p->blocks) {
    e = (*v)(p->blocks, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_BlockSlider(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_BlockSlider *p = (struct __pyx_obj_6pandas_3lib_BlockSlider *)o;
  tmp = ((PyObject*)p->frame);
  p->frame = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dummy);
  p->dummy = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index);
  p->index = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->idx_slider);
  p->idx_slider = ((struct __pyx_obj_6pandas_3lib_Slider *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->blocks);
  p->blocks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_frame(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_5frame_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_frame(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5frame_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5frame_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_dummy(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_dummy(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5dummy_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_index(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_5index_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5index_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_11BlockSlider_5index_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_nblocks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_nblocks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_7nblocks_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_idx_slider(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_idx_slider(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_11BlockSlider_10idx_slider_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_11BlockSlider_blocks(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_1__get__(o);
}

static int __pyx_setprop_6pandas_3lib_11BlockSlider_blocks(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_3lib_11BlockSlider_6blocks_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_6pandas_3lib_BlockSlider[] = {
  {"move", (PyCFunction)__pyx_pw_6pandas_3lib_11BlockSlider_5move, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_3lib_BlockSlider[] = {
  {(char *)"frame", __pyx_getprop_6pandas_3lib_11BlockSlider_frame, __pyx_setprop_6pandas_3lib_11BlockSlider_frame, 0, 0},
  {(char *)"dummy", __pyx_getprop_6pandas_3lib_11BlockSlider_dummy, __pyx_setprop_6pandas_3lib_11BlockSlider_dummy, 0, 0},
  {(char *)"index", __pyx_getprop_6pandas_3lib_11BlockSlider_index, __pyx_setprop_6pandas_3lib_11BlockSlider_index, 0, 0},
  {(char *)"nblocks", __pyx_getprop_6pandas_3lib_11BlockSlider_nblocks, __pyx_setprop_6pandas_3lib_11BlockSlider_nblocks, 0, 0},
  {(char *)"idx_slider", __pyx_getprop_6pandas_3lib_11BlockSlider_idx_slider, __pyx_setprop_6pandas_3lib_11BlockSlider_idx_slider, 0, 0},
  {(char *)"blocks", __pyx_getprop_6pandas_3lib_11BlockSlider_blocks, __pyx_setprop_6pandas_3lib_11BlockSlider_blocks, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_BlockSlider = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.BlockSlider", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_BlockSlider), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_BlockSlider, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Only capable of sliding on axis=0\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_BlockSlider, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_BlockSlider, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_BlockSlider, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_3lib_BlockSlider, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_11BlockSlider_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_BlockSlider, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_3lib_cache_readonly(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib_cache_readonly *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_3lib_cache_readonly *)o);
  p->func = Py_None; Py_INCREF(Py_None);
  p->name = Py_None; Py_INCREF(Py_None);
  p->allow_setting = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_cache_readonly(PyObject *o) {
  struct __pyx_obj_6pandas_3lib_cache_readonly *p = (struct __pyx_obj_6pandas_3lib_cache_readonly *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->func);
  Py_CLEAR(p->name);
  Py_CLEAR(p->allow_setting);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_3lib_cache_readonly(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib_cache_readonly *p = (struct __pyx_obj_6pandas_3lib_cache_readonly *)o;
  if (p->func) {
    e = (*v)(p->func, a); if (e) return e;
  }
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  if (p->allow_setting) {
    e = (*v)(p->allow_setting, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib_cache_readonly(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib_cache_readonly *p = (struct __pyx_obj_6pandas_3lib_cache_readonly *)o;
  tmp = ((PyObject*)p->func);
  p->func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->allow_setting);
  p->allow_setting = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_tp_descr_get_6pandas_3lib_cache_readonly(PyObject *o, PyObject *i, PyObject *c) {
  PyObject *r = 0;
  if (!i) i = Py_None;
  if (!c) c = Py_None;
  r = __pyx_pw_6pandas_3lib_14cache_readonly_5__get__(o, i, c);
  return r;
}

static int __pyx_tp_descr_set_6pandas_3lib_cache_readonly(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_6pandas_3lib_14cache_readonly_7__set__(o, i, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__delete__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_3lib_14cache_readonly_func(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_14cache_readonly_4func_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_3lib_14cache_readonly_name(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_14cache_readonly_4name_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_3lib_14cache_readonly_allow_setting(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_3lib_14cache_readonly_13allow_setting_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_3lib_cache_readonly[] = {
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_3lib_cache_readonly[] = {
  {(char *)"func", __pyx_getprop_6pandas_3lib_14cache_readonly_func, 0, 0, 0},
  {(char *)"name", __pyx_getprop_6pandas_3lib_14cache_readonly_name, 0, 0, 0},
  {(char *)"allow_setting", __pyx_getprop_6pandas_3lib_14cache_readonly_allow_setting, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_cache_readonly = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.cache_readonly", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_cache_readonly), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_cache_readonly, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  __pyx_pw_6pandas_3lib_14cache_readonly_3__call__, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib_cache_readonly, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib_cache_readonly, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_cache_readonly, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_3lib_cache_readonly, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  __pyx_tp_descr_get_6pandas_3lib_cache_readonly, /*tp_descr_get*/
  __pyx_tp_descr_set_6pandas_3lib_cache_readonly, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_14cache_readonly_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_cache_readonly, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_3lib_AxisProperty(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib_AxisProperty(PyObject *o) {
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  (*Py_TYPE(o)->tp_free)(o);
}

static PyObject *__pyx_tp_descr_get_6pandas_3lib_AxisProperty(PyObject *o, PyObject *i, PyObject *c) {
  PyObject *r = 0;
  if (!i) i = Py_None;
  if (!c) c = Py_None;
  r = __pyx_pw_6pandas_3lib_12AxisProperty_3__get__(o, i, c);
  return r;
}

static int __pyx_tp_descr_set_6pandas_3lib_AxisProperty(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_pw_6pandas_3lib_12AxisProperty_5__set__(o, i, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__delete__");
    return -1;
  }
}

static PyMethodDef __pyx_methods_6pandas_3lib_AxisProperty[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_3lib_AxisProperty = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.AxisProperty", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib_AxisProperty), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib_AxisProperty, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_3lib_AxisProperty, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  __pyx_tp_descr_get_6pandas_3lib_AxisProperty, /*tp_descr_get*/
  __pyx_tp_descr_set_6pandas_3lib_AxisProperty, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_3lib_12AxisProperty_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib_AxisProperty, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *__pyx_freelist_6pandas_3lib___pyx_scope_struct__get_blkno_indexers[8];
static int __pyx_freecount_6pandas_3lib___pyx_scope_struct__get_blkno_indexers = 0;

static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *p;
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_3lib___pyx_scope_struct__get_blkno_indexers > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers)))) {
    o = (PyObject*)__pyx_freelist_6pandas_3lib___pyx_scope_struct__get_blkno_indexers[--__pyx_freecount_6pandas_3lib___pyx_scope_struct__get_blkno_indexers];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  p = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)o);
  p->__pyx_v_blknos.data = NULL;
  p->__pyx_v_blknos.memview = NULL;
  p->__pyx_v_res_view.data = NULL;
  p->__pyx_v_res_view.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(PyObject *o) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_blkno);
  Py_CLEAR(p->__pyx_v_genexpr);
  Py_CLEAR(p->__pyx_v_group_dict);
  Py_CLEAR(p->__pyx_v_group_order);
  Py_CLEAR(p->__pyx_v_group_slices);
  Py_CLEAR(p->__pyx_v_result);
  Py_CLEAR(p->__pyx_v_slices);
  Py_CLEAR(p->__pyx_v_tot_len);
  Py_CLEAR(p->__pyx_t_4);
  __PYX_XDEC_MEMVIEW(&p->__pyx_v_blknos, 1);
  __PYX_XDEC_MEMVIEW(&p->__pyx_v_res_view, 1);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_3lib___pyx_scope_struct__get_blkno_indexers < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers)))) {
    __pyx_freelist_6pandas_3lib___pyx_scope_struct__get_blkno_indexers[__pyx_freecount_6pandas_3lib___pyx_scope_struct__get_blkno_indexers++] = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)o;
  if (p->__pyx_v_blkno) {
    e = (*v)(p->__pyx_v_blkno, a); if (e) return e;
  }
  if (p->__pyx_v_genexpr) {
    e = (*v)(p->__pyx_v_genexpr, a); if (e) return e;
  }
  if (p->__pyx_v_group_dict) {
    e = (*v)(p->__pyx_v_group_dict, a); if (e) return e;
  }
  if (p->__pyx_v_group_order) {
    e = (*v)(p->__pyx_v_group_order, a); if (e) return e;
  }
  if (p->__pyx_v_group_slices) {
    e = (*v)(p->__pyx_v_group_slices, a); if (e) return e;
  }
  if (p->__pyx_v_result) {
    e = (*v)(p->__pyx_v_result, a); if (e) return e;
  }
  if (p->__pyx_v_slices) {
    e = (*v)(p->__pyx_v_slices, a); if (e) return e;
  }
  if (p->__pyx_v_tot_len) {
    e = (*v)(p->__pyx_v_tot_len, a); if (e) return e;
  }
  if (p->__pyx_t_4) {
    e = (*v)(p->__pyx_t_4, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib___pyx_scope_struct__get_blkno_indexers(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)o;
  tmp = ((PyObject*)p->__pyx_v_blkno);
  p->__pyx_v_blkno = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_genexpr);
  p->__pyx_v_genexpr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_group_dict);
  p->__pyx_v_group_dict = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_group_order);
  p->__pyx_v_group_order = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_group_slices);
  p->__pyx_v_group_slices = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_result);
  p->__pyx_v_result = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_slices);
  p->__pyx_v_slices = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_tot_len);
  p->__pyx_v_tot_len = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_t_4);
  p->__pyx_t_4 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_3lib___pyx_scope_struct__get_blkno_indexers = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.__pyx_scope_struct__get_blkno_indexers", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct__get_blkno_indexers, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct__get_blkno_indexers, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib___pyx_scope_struct__get_blkno_indexers, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib___pyx_scope_struct__get_blkno_indexers, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *__pyx_freelist_6pandas_3lib___pyx_scope_struct_1_genexpr[8];
static int __pyx_freecount_6pandas_3lib___pyx_scope_struct_1_genexpr = 0;

static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_1_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_3lib___pyx_scope_struct_1_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr)))) {
    o = (PyObject*)__pyx_freelist_6pandas_3lib___pyx_scope_struct_1_genexpr[--__pyx_freecount_6pandas_3lib___pyx_scope_struct_1_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_1_genexpr(PyObject *o) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_start);
  Py_CLEAR(p->__pyx_v_stop);
  Py_CLEAR(p->__pyx_t_0);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_3lib___pyx_scope_struct_1_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr)))) {
    __pyx_freelist_6pandas_3lib___pyx_scope_struct_1_genexpr[__pyx_freecount_6pandas_3lib___pyx_scope_struct_1_genexpr++] = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_1_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_start) {
    e = (*v)(p->__pyx_v_start, a); if (e) return e;
  }
  if (p->__pyx_v_stop) {
    e = (*v)(p->__pyx_v_stop, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_1_genexpr(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr *)o;
  tmp = ((PyObject*)p->__pyx_outer_scope);
  p->__pyx_outer_scope = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct__get_blkno_indexers *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_start);
  p->__pyx_v_start = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_stop);
  p->__pyx_v_stop = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_t_0);
  p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_3lib___pyx_scope_struct_1_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.__pyx_scope_struct_1_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_1_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_1_genexpr, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_1_genexpr, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_1_genexpr, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib___pyx_scope_struct_1_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *__pyx_freelist_6pandas_3lib___pyx_scope_struct_2_try_parse_dates[8];
static int __pyx_freecount_6pandas_3lib___pyx_scope_struct_2_try_parse_dates = 0;

static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_3lib___pyx_scope_struct_2_try_parse_dates > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates)))) {
    o = (PyObject*)__pyx_freelist_6pandas_3lib___pyx_scope_struct_2_try_parse_dates[--__pyx_freecount_6pandas_3lib___pyx_scope_struct_2_try_parse_dates];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(PyObject *o) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_dayfirst);
  Py_CLEAR(p->__pyx_v_default);
  Py_CLEAR(p->__pyx_v_parse);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_3lib___pyx_scope_struct_2_try_parse_dates < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates)))) {
    __pyx_freelist_6pandas_3lib___pyx_scope_struct_2_try_parse_dates[__pyx_freecount_6pandas_3lib___pyx_scope_struct_2_try_parse_dates++] = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *)o;
  if (p->__pyx_v_dayfirst) {
    e = (*v)(p->__pyx_v_dayfirst, a); if (e) return e;
  }
  if (p->__pyx_v_default) {
    e = (*v)(p->__pyx_v_default, a); if (e) return e;
  }
  if (p->__pyx_v_parse) {
    e = (*v)(p->__pyx_v_parse, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_2_try_parse_dates(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates *)o;
  tmp = ((PyObject*)p->__pyx_v_dayfirst);
  p->__pyx_v_dayfirst = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_default);
  p->__pyx_v_default = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_parse);
  p->__pyx_v_parse = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_3lib___pyx_scope_struct_2_try_parse_dates = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.__pyx_scope_struct_2_try_parse_dates", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_2_try_parse_dates), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_2_try_parse_dates, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_2_try_parse_dates, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_2_try_parse_dates, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib___pyx_scope_struct_2_try_parse_dates, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *__pyx_freelist_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time[8];
static int __pyx_freecount_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time = 0;

static PyObject *__pyx_tp_new_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time)))) {
    o = (PyObject*)__pyx_freelist_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time[--__pyx_freecount_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(PyObject *o) {
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_date);
  Py_CLEAR(p->__pyx_v_dayfirst);
  Py_CLEAR(p->__pyx_v_default);
  Py_CLEAR(p->__pyx_v_parse);
  Py_CLEAR(p->__pyx_v_time);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time)))) {
    __pyx_freelist_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time[__pyx_freecount_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time++] = ((struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *)o;
  if (p->__pyx_v_date) {
    e = (*v)(p->__pyx_v_date, a); if (e) return e;
  }
  if (p->__pyx_v_dayfirst) {
    e = (*v)(p->__pyx_v_dayfirst, a); if (e) return e;
  }
  if (p->__pyx_v_default) {
    e = (*v)(p->__pyx_v_default, a); if (e) return e;
  }
  if (p->__pyx_v_parse) {
    e = (*v)(p->__pyx_v_parse, a); if (e) return e;
  }
  if (p->__pyx_v_time) {
    e = (*v)(p->__pyx_v_time, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *p = (struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time *)o;
  tmp = ((PyObject*)p->__pyx_v_date);
  p->__pyx_v_date = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_dayfirst);
  p->__pyx_v_dayfirst = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_default);
  p->__pyx_v_default = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_parse);
  p->__pyx_v_parse = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_time);
  p->__pyx_v_time = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.__pyx_scope_struct_3_try_parse_date_and_time", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time, /*tp_traverse*/
  __pyx_tp_clear_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_array_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_array_obj *)o);
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_array(PyObject *o) {
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_array___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->mode);
  Py_CLEAR(p->_format);
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_array___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
  PyObject *v = PyObject_GenericGetAttr(o, n);
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
    PyErr_Clear();
    v = __pyx_array___getattr__(o, n);
  }
  return v;
}

static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
  return get_memview(o);
}

static PyMethodDef __pyx_methods_array[] = {
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_array[] = {
  {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_array = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_array = {
  0, /*mp_length*/
  __pyx_array___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_array = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  __pyx_tp_getattro_array, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_array, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_array, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_array, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_MemviewEnum_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_MemviewEnum_obj *)o);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_Enum(PyObject *o) {
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  if (p->name) {
    e = (*v)(p->name, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_Enum(PyObject *o) {
  PyObject* tmp;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_Enum[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryview_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryview_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_memoryview;
  p->obj = Py_None; Py_INCREF(Py_None);
  p->_size = Py_None; Py_INCREF(Py_None);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  p->view.obj = NULL;
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) {
    Py_DECREF(o); o = 0;
  }
  return o;
}

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryview___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  if (p->obj) {
    e = (*v)(p->obj, a); if (e) return e;
  }
  if (p->_size) {
    e = (*v)(p->_size, a); if (e) return e;
  }
  if (p->_array_interface) {
    e = (*v)(p->_array_interface, a); if (e) return e;
  }
  if (p->view.obj) {
    e = (*v)(p->view.obj, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_memoryview(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_size);
  p->_size = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_array_interface);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  Py_CLEAR(p->view.obj);
  return 0;
}
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_memoryview___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_transpose(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview__get__base(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_shape(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_strides(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_suboffsets(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_ndim(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_itemsize(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_nbytes(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryview_get_size(o);
}

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_memoryview[] = {
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, 0, 0},
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, 0, 0},
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, 0, 0},
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, 0, 0},
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, 0, 0},
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, 0, 0},
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, 0, 0},
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, 0, 0},
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
  __pyx_memoryview___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_memoryview, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_memoryview = {
  __pyx_memoryview___len__, /*mp_length*/
  __pyx_memoryview___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_memoryview, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryviewslice_obj *p;
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryviewslice_obj *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;
  p->from_object = Py_None; Py_INCREF(Py_None);
  p->from_slice.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryviewslice___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;
  if (p->from_object) {
    e = (*v)(p->from_object, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  __pyx_tp_clear_memoryview(o);
  tmp = ((PyObject*)p->from_object);
  p->from_object = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  __PYX_XDEC_MEMVIEW(&p->from_slice, 1);
  return 0;
}

static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_memoryviewslice__get__base(o);
}

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = {
  {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_memoryviewslice = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.lib._memoryviewslice", /*tp_name*/
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___str__, /*tp_str*/
  #else
  0, /*tp_str*/
  #endif
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Internal class for passing memoryview slices to Python", /*tp_doc*/
  __pyx_tp_traverse__memoryviewslice, /*tp_traverse*/
  __pyx_tp_clear__memoryviewslice, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods__memoryviewslice, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets__memoryviewslice, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new__memoryviewslice, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyMethodDef __pyx_methods[] = {
  {"map_indices_list", (PyCFunction)__pyx_pw_6pandas_3lib_3map_indices_list, METH_O, __pyx_doc_6pandas_3lib_2map_indices_list},
  {"to_datetime", (PyCFunction)__pyx_pw_6pandas_3lib_9to_datetime, METH_O, 0},
  {"to_timestamp", (PyCFunction)__pyx_pw_6pandas_3lib_11to_timestamp, METH_O, 0},
  {"checknull", (PyCFunction)__pyx_pw_6pandas_3lib_17checknull, METH_O, 0},
  {"checknull_old", (PyCFunction)__pyx_pw_6pandas_3lib_19checknull_old, METH_O, 0},
  {"astype_unicode", (PyCFunction)__pyx_pw_6pandas_3lib_71astype_unicode, METH_O, 0},
  {"astype_str", (PyCFunction)__pyx_pw_6pandas_3lib_73astype_str, METH_O, 0},
  {"indexer_as_slice", (PyCFunction)__pyx_pw_6pandas_3lib_112indexer_as_slice, METH_O, 0},
  {"slice_canonize", (PyCFunction)__pyx_pw_6pandas_3lib_114slice_canonize, METH_O, __pyx_doc_6pandas_3lib_113slice_canonize},
  {"slice_get_indices_ex", (PyCFunction)__pyx_pw_6pandas_3lib_116slice_get_indices_ex, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_115slice_get_indices_ex},
  {"slice_len", (PyCFunction)__pyx_pw_6pandas_3lib_118slice_len, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_3lib_117slice_len},
  {0, 0, 0, 0}
};

#if PY_MAJOR_VERSION >= 3
static struct PyModuleDef __pyx_moduledef = {
  #if PY_VERSION_HEX < 0x03020000
    { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
  #else
    PyModuleDef_HEAD_INIT,
  #endif
    "lib",
    0, /* m_doc */
    -1, /* m_size */
    __pyx_methods /* m_methods */,
    NULL, /* m_reload */
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_kp_s_1_6_2, __pyx_k_1_6_2, sizeof(__pyx_k_1_6_2), 0, 0, 1, 0},
  {&__pyx_kp_s_Arrays_were_different_lengths_d, __pyx_k_Arrays_were_different_lengths_d, sizeof(__pyx_k_Arrays_were_different_lengths_d), 0, 0, 1, 0},
  {&__pyx_n_s_AttributeError, __pyx_k_AttributeError, sizeof(__pyx_k_AttributeError), 0, 0, 1, 1},
  {&__pyx_kp_s_Buffer_view_does_not_expose_stri, __pyx_k_Buffer_view_does_not_expose_stri, sizeof(__pyx_k_Buffer_view_does_not_expose_stri), 0, 0, 1, 0},
  {&__pyx_n_s_C, __pyx_k_C, sizeof(__pyx_k_C), 0, 0, 1, 1},
  {&__pyx_kp_s_Can_only_create_a_buffer_that_is, __pyx_k_Can_only_create_a_buffer_that_is, sizeof(__pyx_k_Can_only_create_a_buffer_that_is), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_index_with_type_s, __pyx_k_Cannot_index_with_type_s, sizeof(__pyx_k_Cannot_index_with_type_s), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_modify_frame_index_intern, __pyx_k_Cannot_modify_frame_index_intern, sizeof(__pyx_k_Cannot_modify_frame_index_intern), 0, 0, 1, 0},
  {&__pyx_kp_s_Cannot_use_shortcut, __pyx_k_Cannot_use_shortcut, sizeof(__pyx_k_Cannot_use_shortcut), 0, 0, 1, 0},
  {&__pyx_kp_s_Dummy_array_must_be_length_d, __pyx_k_Dummy_array_must_be_length_d, sizeof(__pyx_k_Dummy_array_must_be_length_d), 0, 0, 1, 0},
  {&__pyx_kp_s_Dummy_array_must_be_same_dtype, __pyx_k_Dummy_array_must_be_same_dtype, sizeof(__pyx_k_Dummy_array_must_be_same_dtype), 0, 0, 1, 0},
  {&__pyx_n_s_Ellipsis, __pyx_k_Ellipsis, sizeof(__pyx_k_Ellipsis), 0, 0, 1, 1},
  {&__pyx_kp_s_Empty_shape_tuple_for_cython_arr, __pyx_k_Empty_shape_tuple_for_cython_arr, sizeof(__pyx_k_Empty_shape_tuple_for_cython_arr), 0, 0, 1, 0},
  {&__pyx_kp_s_Empty_string_encountered, __pyx_k_Empty_string_encountered, sizeof(__pyx_k_Empty_string_encountered), 0, 0, 1, 0},
  {&__pyx_n_s_Exception, __pyx_k_Exception, sizeof(__pyx_k_Exception), 0, 0, 1, 1},
  {&__pyx_n_s_F, __pyx_k_F, sizeof(__pyx_k_F), 0, 0, 1, 1},
  {&__pyx_n_s_FALSE, __pyx_k_FALSE, sizeof(__pyx_k_FALSE), 0, 0, 1, 1},
  {&__pyx_n_s_False, __pyx_k_False, sizeof(__pyx_k_False), 0, 0, 1, 1},
  {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0},
  {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0},
  {&__pyx_kp_s_Function_unsafe_for_fast_apply, __pyx_k_Function_unsafe_for_fast_apply, sizeof(__pyx_k_Function_unsafe_for_fast_apply), 0, 0, 1, 0},
  {&__pyx_kp_s_H_M_S, __pyx_k_H_M_S, sizeof(__pyx_k_H_M_S), 0, 0, 1, 0},
  {&__pyx_kp_u_If_the_value_is_a_zerodim_array, __pyx_k_If_the_value_is_a_zerodim_array, sizeof(__pyx_k_If_the_value_is_a_zerodim_array), 0, 1, 0, 0},
  {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
  {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1},
  {&__pyx_kp_s_Indirect_dimensions_not_supporte, __pyx_k_Indirect_dimensions_not_supporte, sizeof(__pyx_k_Indirect_dimensions_not_supporte), 0, 0, 1, 0},
  {&__pyx_n_s_Int64Index, __pyx_k_Int64Index, sizeof(__pyx_k_Int64Index), 0, 0, 1, 1},
  {&__pyx_n_s_InvalidApply, __pyx_k_InvalidApply, sizeof(__pyx_k_InvalidApply), 0, 0, 1, 1},
  {&__pyx_kp_s_Invalid_length_for_values_or_for, __pyx_k_Invalid_length_for_values_or_for, sizeof(__pyx_k_Invalid_length_for_values_or_for), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_mode_expected_c_or_fortr, __pyx_k_Invalid_mode_expected_c_or_fortr, sizeof(__pyx_k_Invalid_mode_expected_c_or_fortr), 0, 0, 1, 0},
  {&__pyx_kp_s_Invalid_shape_in_axis_d_d, __pyx_k_Invalid_shape_in_axis_d_d, sizeof(__pyx_k_Invalid_shape_in_axis_d_d), 0, 0, 1, 0},
  {&__pyx_kp_s_Length_of_all_datetime_component, __pyx_k_Length_of_all_datetime_component, sizeof(__pyx_k_Length_of_all_datetime_component), 0, 0, 1, 0},
  {&__pyx_kp_s_Length_of_dates_and_times_must_b, __pyx_k_Length_of_dates_and_times_must_b, sizeof(__pyx_k_Length_of_dates_and_times_must_b), 0, 0, 1, 0},
  {&__pyx_kp_s_Length_of_years_months_days_must, __pyx_k_Length_of_years_months_days_must, sizeof(__pyx_k_Length_of_years_months_days_must), 0, 0, 1, 0},
  {&__pyx_kp_s_Let_this_error_raise_above_us, __pyx_k_Let_this_error_raise_above_us, sizeof(__pyx_k_Let_this_error_raise_above_us), 0, 0, 1, 0},
  {&__pyx_n_s_LooseVersion, __pyx_k_LooseVersion, sizeof(__pyx_k_LooseVersion), 0, 0, 1, 1},
  {&__pyx_n_s_M, __pyx_k_M, sizeof(__pyx_k_M), 0, 0, 1, 1},
  {&__pyx_kp_s_M8_ns, __pyx_k_M8_ns, sizeof(__pyx_k_M8_ns), 0, 0, 1, 0},
  {&__pyx_n_s_MemoryError, __pyx_k_MemoryError, sizeof(__pyx_k_MemoryError), 0, 0, 1, 1},
  {&__pyx_kp_s_MemoryView_of_r_at_0x_x, __pyx_k_MemoryView_of_r_at_0x_x, sizeof(__pyx_k_MemoryView_of_r_at_0x_x), 0, 0, 1, 0},
  {&__pyx_kp_s_MemoryView_of_r_object, __pyx_k_MemoryView_of_r_object, sizeof(__pyx_k_MemoryView_of_r_object), 0, 0, 1, 0},
  {&__pyx_n_s_N, __pyx_k_N, sizeof(__pyx_k_N), 0, 0, 1, 1},
  {&__pyx_n_s_NaN, __pyx_k_NaN, sizeof(__pyx_k_NaN), 0, 0, 1, 1},
  {&__pyx_n_s_NaT, __pyx_k_NaT, sizeof(__pyx_k_NaT), 0, 0, 1, 1},
  {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0},
  {&__pyx_kp_s_Not_slice_like, __pyx_k_Not_slice_like, sizeof(__pyx_k_Not_slice_like), 0, 0, 1, 0},
  {&__pyx_n_b_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 0, 1},
  {&__pyx_n_s_O, __pyx_k_O, sizeof(__pyx_k_O), 0, 0, 1, 1},
  {&__pyx_kp_s_Out_of_bounds_on_buffer_access_a, __pyx_k_Out_of_bounds_on_buffer_access_a, sizeof(__pyx_k_Out_of_bounds_on_buffer_access_a), 0, 0, 1, 0},
  {&__pyx_n_s_OverflowError, __pyx_k_OverflowError, sizeof(__pyx_k_OverflowError), 0, 0, 1, 1},
  {&__pyx_n_s_Period, __pyx_k_Period, sizeof(__pyx_k_Period), 0, 0, 1, 1},
  {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1},
  {&__pyx_n_s_S, __pyx_k_S, sizeof(__pyx_k_S), 0, 0, 1, 1},
  {&__pyx_n_s_TRUE, __pyx_k_TRUE, sizeof(__pyx_k_TRUE), 0, 0, 1, 1},
  {&__pyx_n_s_TYPE_MAP, __pyx_k_TYPE_MAP, sizeof(__pyx_k_TYPE_MAP), 0, 0, 1, 1},
  {&__pyx_n_s_Timedelta, __pyx_k_Timedelta, sizeof(__pyx_k_Timedelta), 0, 0, 1, 1},
  {&__pyx_n_s_Timestamp, __pyx_k_Timestamp, sizeof(__pyx_k_Timestamp), 0, 0, 1, 1},
  {&__pyx_n_s_True, __pyx_k_True, sizeof(__pyx_k_True), 0, 0, 1, 1},
  {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1},
  {&__pyx_n_s_U, __pyx_k_U, sizeof(__pyx_k_U), 0, 0, 1, 1},
  {&__pyx_kp_s_Unable_to_convert_item_to_object, __pyx_k_Unable_to_convert_item_to_object, sizeof(__pyx_k_Unable_to_convert_item_to_object), 0, 0, 1, 0},
  {&__pyx_kp_s_Unable_to_parse_s, __pyx_k_Unable_to_parse_s, sizeof(__pyx_k_Unable_to_parse_s), 0, 0, 1, 0},
  {&__pyx_kp_s_Unrecognized_operator, __pyx_k_Unrecognized_operator, sizeof(__pyx_k_Unrecognized_operator), 0, 0, 1, 0},
  {&__pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_k_Users_jreback_pandas_pandas_lib, sizeof(__pyx_k_Users_jreback_pandas_pandas_lib), 0, 0, 1, 0},
  {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
  {&__pyx_kp_s_Values_falls_after_last_bin, __pyx_k_Values_falls_after_last_bin, sizeof(__pyx_k_Values_falls_after_last_bin), 0, 0, 1, 0},
  {&__pyx_kp_s_Values_falls_before_first_bin, __pyx_k_Values_falls_before_first_bin, sizeof(__pyx_k_Values_falls_before_first_bin), 0, 0, 1, 0},
  {&__pyx_n_s_W, __pyx_k_W, sizeof(__pyx_k_W), 0, 0, 1, 1},
  {&__pyx_kp_s__46, __pyx_k__46, sizeof(__pyx_k__46), 0, 0, 1, 0},
  {&__pyx_kp_s__49, __pyx_k__49, sizeof(__pyx_k__49), 0, 0, 1, 0},
  {&__pyx_n_s_add, __pyx_k_add, sizeof(__pyx_k_add), 0, 0, 1, 1},
  {&__pyx_n_s_advance, __pyx_k_advance, sizeof(__pyx_k_advance), 0, 0, 1, 1},
  {&__pyx_n_s_all, __pyx_k_all, sizeof(__pyx_k_all), 0, 0, 1, 1},
  {&__pyx_n_s_all_arrays, __pyx_k_all_arrays, sizeof(__pyx_k_all_arrays), 0, 0, 1, 1},
  {&__pyx_kp_s_all_arrays_must_be_same_length, __pyx_k_all_arrays_must_be_same_length, sizeof(__pyx_k_all_arrays_must_be_same_length), 0, 0, 1, 0},
  {&__pyx_n_s_allocate_buffer, __pyx_k_allocate_buffer, sizeof(__pyx_k_allocate_buffer), 0, 0, 1, 1},
  {&__pyx_n_s_allow_setting, __pyx_k_allow_setting, sizeof(__pyx_k_allow_setting), 0, 0, 1, 1},
  {&__pyx_n_s_any, __pyx_k_any, sizeof(__pyx_k_any), 0, 0, 1, 1},
  {&__pyx_n_s_append, __pyx_k_append, sizeof(__pyx_k_append), 0, 0, 1, 1},
  {&__pyx_n_s_apply_frame_axis0, __pyx_k_apply_frame_axis0, sizeof(__pyx_k_apply_frame_axis0), 0, 0, 1, 1},
  {&__pyx_n_s_arange, __pyx_k_arange, sizeof(__pyx_k_arange), 0, 0, 1, 1},
  {&__pyx_n_s_args, __pyx_k_args, sizeof(__pyx_k_args), 0, 0, 1, 1},
  {&__pyx_n_s_arr, __pyx_k_arr, sizeof(__pyx_k_arr), 0, 0, 1, 1},
  {&__pyx_n_s_array_equivalent_object, __pyx_k_array_equivalent_object, sizeof(__pyx_k_array_equivalent_object), 0, 0, 1, 1},
  {&__pyx_n_s_array_to_timestamp, __pyx_k_array_to_timestamp, sizeof(__pyx_k_array_to_timestamp), 0, 0, 1, 1},
  {&__pyx_n_s_arrays, __pyx_k_arrays, sizeof(__pyx_k_arrays), 0, 0, 1, 1},
  {&__pyx_n_s_arrmap, __pyx_k_arrmap, sizeof(__pyx_k_arrmap), 0, 0, 1, 1},
  {&__pyx_n_s_as_array, __pyx_k_as_array, sizeof(__pyx_k_as_array), 0, 0, 1, 1},
  {&__pyx_n_s_as_slice, __pyx_k_as_slice, sizeof(__pyx_k_as_slice), 0, 0, 1, 1},
  {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1},
  {&__pyx_n_s_astype_intsafe, __pyx_k_astype_intsafe, sizeof(__pyx_k_astype_intsafe), 0, 0, 1, 1},
  {&__pyx_n_s_axes, __pyx_k_axes, sizeof(__pyx_k_axes), 0, 0, 1, 1},
  {&__pyx_n_s_axis, __pyx_k_axis, sizeof(__pyx_k_axis), 0, 0, 1, 1},
  {&__pyx_n_s_b, __pyx_k_b, sizeof(__pyx_k_b), 0, 0, 1, 1},
  {&__pyx_n_s_base, __pyx_k_base, sizeof(__pyx_k_base), 0, 0, 1, 1},
  {&__pyx_n_s_bc, __pyx_k_bc, sizeof(__pyx_k_bc), 0, 0, 1, 1},
  {&__pyx_n_s_binner, __pyx_k_binner, sizeof(__pyx_k_binner), 0, 0, 1, 1},
  {&__pyx_n_s_bins, __pyx_k_bins, sizeof(__pyx_k_bins), 0, 0, 1, 1},
  {&__pyx_n_s_blkno, __pyx_k_blkno, sizeof(__pyx_k_blkno), 0, 0, 1, 1},
  {&__pyx_n_s_blknos, __pyx_k_blknos, sizeof(__pyx_k_blknos), 0, 0, 1, 1},
  {&__pyx_n_s_block, __pyx_k_block, sizeof(__pyx_k_block), 0, 0, 1, 1},
  {&__pyx_n_s_blocks, __pyx_k_blocks, sizeof(__pyx_k_blocks), 0, 0, 1, 1},
  {&__pyx_n_s_bool, __pyx_k_bool, sizeof(__pyx_k_bool), 0, 0, 1, 1},
  {&__pyx_n_s_bool_2, __pyx_k_bool_2, sizeof(__pyx_k_bool_2), 0, 0, 1, 1},
  {&__pyx_n_s_boolean, __pyx_k_boolean, sizeof(__pyx_k_boolean), 0, 0, 1, 1},
  {&__pyx_n_s_bools, __pyx_k_bools, sizeof(__pyx_k_bools), 0, 0, 1, 1},
  {&__pyx_n_s_buf, __pyx_k_buf, sizeof(__pyx_k_buf), 0, 0, 1, 1},
  {&__pyx_n_s_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 0, 1, 1},
  {&__pyx_n_u_c, __pyx_k_c, sizeof(__pyx_k_c), 0, 1, 0, 1},
  {&__pyx_n_s_c16, __pyx_k_c16, sizeof(__pyx_k_c16), 0, 0, 1, 1},
  {&__pyx_n_s_c_contiguous, __pyx_k_c_contiguous, sizeof(__pyx_k_c_contiguous), 0, 0, 1, 1},
  {&__pyx_n_s_cache, __pyx_k_cache, sizeof(__pyx_k_cache), 0, 0, 1, 1},
  {&__pyx_n_s_cache_2, __pyx_k_cache_2, sizeof(__pyx_k_cache_2), 0, 0, 1, 1},
  {&__pyx_kp_s_cannot_set_values_for_s, __pyx_k_cannot_set_values_for_s, sizeof(__pyx_k_cannot_set_values_for_s), 0, 0, 1, 0},
  {&__pyx_n_s_check_dummy, __pyx_k_check_dummy, sizeof(__pyx_k_check_dummy), 0, 0, 1, 1},
  {&__pyx_n_s_chunk, __pyx_k_chunk, sizeof(__pyx_k_chunk), 0, 0, 1, 1},
  {&__pyx_n_s_class, __pyx_k_class, sizeof(__pyx_k_class), 0, 0, 1, 1},
  {&__pyx_n_s_clean_index_list, __pyx_k_clean_index_list, sizeof(__pyx_k_clean_index_list), 0, 0, 1, 1},
  {&__pyx_n_s_clear_mapping, __pyx_k_clear_mapping, sizeof(__pyx_k_clear_mapping), 0, 0, 1, 1},
  {&__pyx_n_s_close, __pyx_k_close, sizeof(__pyx_k_close), 0, 0, 1, 1},
  {&__pyx_n_s_closed, __pyx_k_closed, sizeof(__pyx_k_closed), 0, 0, 1, 1},
  {&__pyx_n_s_coerce_numeric, __pyx_k_coerce_numeric, sizeof(__pyx_k_coerce_numeric), 0, 0, 1, 1},
  {&__pyx_n_s_col, __pyx_k_col, sizeof(__pyx_k_col), 0, 0, 1, 1},
  {&__pyx_n_s_cols, __pyx_k_cols, sizeof(__pyx_k_cols), 0, 0, 1, 1},
  {&__pyx_n_s_columns, __pyx_k_columns, sizeof(__pyx_k_columns), 0, 0, 1, 1},
  {&__pyx_n_s_complex, __pyx_k_complex, sizeof(__pyx_k_complex), 0, 0, 1, 1},
  {&__pyx_n_s_complex128, __pyx_k_complex128, sizeof(__pyx_k_complex128), 0, 0, 1, 1},
  {&__pyx_n_s_complex256, __pyx_k_complex256, sizeof(__pyx_k_complex256), 0, 0, 1, 1},
  {&__pyx_n_s_complexes, __pyx_k_complexes, sizeof(__pyx_k_complexes), 0, 0, 1, 1},
  {&__pyx_n_s_concatenate, __pyx_k_concatenate, sizeof(__pyx_k_concatenate), 0, 0, 1, 1},
  {&__pyx_n_s_contiguous, __pyx_k_contiguous, sizeof(__pyx_k_contiguous), 0, 0, 1, 1},
  {&__pyx_kp_s_contiguous_and_direct, __pyx_k_contiguous_and_direct, sizeof(__pyx_k_contiguous_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_contiguous_and_indirect, __pyx_k_contiguous_and_indirect, sizeof(__pyx_k_contiguous_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_convert, __pyx_k_convert, sizeof(__pyx_k_convert), 0, 0, 1, 1},
  {&__pyx_n_s_convert_datetime, __pyx_k_convert_datetime, sizeof(__pyx_k_convert_datetime), 0, 0, 1, 1},
  {&__pyx_n_s_convert_empty, __pyx_k_convert_empty, sizeof(__pyx_k_convert_empty), 0, 0, 1, 1},
  {&__pyx_n_s_convert_sql_column, __pyx_k_convert_sql_column, sizeof(__pyx_k_convert_sql_column), 0, 0, 1, 1},
  {&__pyx_n_s_convert_timedelta, __pyx_k_convert_timedelta, sizeof(__pyx_k_convert_timedelta), 0, 0, 1, 1},
  {&__pyx_n_s_convert_timestamps, __pyx_k_convert_timestamps, sizeof(__pyx_k_convert_timestamps), 0, 0, 1, 1},
  {&__pyx_n_s_converted, __pyx_k_converted, sizeof(__pyx_k_converted), 0, 0, 1, 1},
  {&__pyx_n_s_copy, __pyx_k_copy, sizeof(__pyx_k_copy), 0, 0, 1, 1},
  {&__pyx_n_s_count_level_1d, __pyx_k_count_level_1d, sizeof(__pyx_k_count_level_1d), 0, 0, 1, 1},
  {&__pyx_n_s_count_level_2d, __pyx_k_count_level_2d, sizeof(__pyx_k_count_level_2d), 0, 0, 1, 1},
  {&__pyx_n_s_counts, __pyx_k_counts, sizeof(__pyx_k_counts), 0, 0, 1, 1},
  {&__pyx_n_s_cur, __pyx_k_cur, sizeof(__pyx_k_cur), 0, 0, 1, 1},
  {&__pyx_n_s_cur_blkno, __pyx_k_cur_blkno, sizeof(__pyx_k_cur_blkno), 0, 0, 1, 1},
  {&__pyx_n_s_d, __pyx_k_d, sizeof(__pyx_k_d), 0, 0, 1, 1},
  {&__pyx_n_s_data, __pyx_k_data, sizeof(__pyx_k_data), 0, 0, 1, 1},
  {&__pyx_n_s_data_2, __pyx_k_data_2, sizeof(__pyx_k_data_2), 0, 0, 1, 1},
  {&__pyx_n_s_data_index, __pyx_k_data_index, sizeof(__pyx_k_data_index), 0, 0, 1, 1},
  {&__pyx_n_s_date, __pyx_k_date, sizeof(__pyx_k_date), 0, 0, 1, 1},
  {&__pyx_n_s_date_parser, __pyx_k_date_parser, sizeof(__pyx_k_date_parser), 0, 0, 1, 1},
  {&__pyx_n_s_dates, __pyx_k_dates, sizeof(__pyx_k_dates), 0, 0, 1, 1},
  {&__pyx_n_s_datetime, __pyx_k_datetime, sizeof(__pyx_k_datetime), 0, 0, 1, 1},
  {&__pyx_n_s_datetime64, __pyx_k_datetime64, sizeof(__pyx_k_datetime64), 0, 0, 1, 1},
  {&__pyx_kp_s_datetime64_ns, __pyx_k_datetime64_ns, sizeof(__pyx_k_datetime64_ns), 0, 0, 1, 0},
  {&__pyx_n_s_datetimes, __pyx_k_datetimes, sizeof(__pyx_k_datetimes), 0, 0, 1, 1},
  {&__pyx_n_s_dateutil_parser, __pyx_k_dateutil_parser, sizeof(__pyx_k_dateutil_parser), 0, 0, 1, 1},
  {&__pyx_n_s_day, __pyx_k_day, sizeof(__pyx_k_day), 0, 0, 1, 1},
  {&__pyx_n_s_dayfirst, __pyx_k_dayfirst, sizeof(__pyx_k_dayfirst), 0, 0, 1, 1},
  {&__pyx_n_s_days, __pyx_k_days, sizeof(__pyx_k_days), 0, 0, 1, 1},
  {&__pyx_n_s_deep, __pyx_k_deep, sizeof(__pyx_k_deep), 0, 0, 1, 1},
  {&__pyx_n_s_default, __pyx_k_default, sizeof(__pyx_k_default), 0, 0, 1, 1},
  {&__pyx_n_s_delete, __pyx_k_delete, sizeof(__pyx_k_delete), 0, 0, 1, 1},
  {&__pyx_n_s_dicts, __pyx_k_dicts, sizeof(__pyx_k_dicts), 0, 0, 1, 1},
  {&__pyx_n_s_dicts_to_array, __pyx_k_dicts_to_array, sizeof(__pyx_k_dicts_to_array), 0, 0, 1, 1},
  {&__pyx_n_s_diff, __pyx_k_diff, sizeof(__pyx_k_diff), 0, 0, 1, 1},
  {&__pyx_n_s_distutils_version, __pyx_k_distutils_version, sizeof(__pyx_k_distutils_version), 0, 0, 1, 1},
  {&__pyx_n_s_doc, __pyx_k_doc, sizeof(__pyx_k_doc), 0, 0, 1, 1},
  {&__pyx_n_s_doc_2, __pyx_k_doc_2, sizeof(__pyx_k_doc_2), 0, 0, 1, 1},
  {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
  {&__pyx_n_s_dtype_is_object, __pyx_k_dtype_is_object, sizeof(__pyx_k_dtype_is_object), 0, 0, 1, 1},
  {&__pyx_n_s_dummy, __pyx_k_dummy, sizeof(__pyx_k_dummy), 0, 0, 1, 1},
  {&__pyx_n_s_duplicated, __pyx_k_duplicated, sizeof(__pyx_k_duplicated), 0, 0, 1, 1},
  {&__pyx_n_s_empty, __pyx_k_empty, sizeof(__pyx_k_empty), 0, 0, 1, 1},
  {&__pyx_n_s_end, __pyx_k_end, sizeof(__pyx_k_end), 0, 0, 1, 1},
  {&__pyx_n_s_ends, __pyx_k_ends, sizeof(__pyx_k_ends), 0, 0, 1, 1},
  {&__pyx_n_s_engine, __pyx_k_engine, sizeof(__pyx_k_engine), 0, 0, 1, 1},
  {&__pyx_n_s_enumerate, __pyx_k_enumerate, sizeof(__pyx_k_enumerate), 0, 0, 1, 1},
  {&__pyx_n_s_eq, __pyx_k_eq, sizeof(__pyx_k_eq), 0, 0, 1, 1},
  {&__pyx_n_s_error, __pyx_k_error, sizeof(__pyx_k_error), 0, 0, 1, 1},
  {&__pyx_n_s_f, __pyx_k_f, sizeof(__pyx_k_f), 0, 0, 1, 1},
  {&__pyx_n_s_f8, __pyx_k_f8, sizeof(__pyx_k_f8), 0, 0, 1, 1},
  {&__pyx_n_s_f_contiguous, __pyx_k_f_contiguous, sizeof(__pyx_k_f_contiguous), 0, 0, 1, 1},
  {&__pyx_n_s_false, __pyx_k_false, sizeof(__pyx_k_false), 0, 0, 1, 1},
  {&__pyx_n_s_false_vals, __pyx_k_false_vals, sizeof(__pyx_k_false_vals), 0, 0, 1, 1},
  {&__pyx_n_s_false_values, __pyx_k_false_values, sizeof(__pyx_k_false_values), 0, 0, 1, 1},
  {&__pyx_n_s_fast_multiget, __pyx_k_fast_multiget, sizeof(__pyx_k_fast_multiget), 0, 0, 1, 1},
  {&__pyx_n_s_fast_unique, __pyx_k_fast_unique, sizeof(__pyx_k_fast_unique), 0, 0, 1, 1},
  {&__pyx_n_s_fast_unique_multiple, __pyx_k_fast_unique_multiple, sizeof(__pyx_k_fast_unique_multiple), 0, 0, 1, 1},
  {&__pyx_n_s_fast_unique_multiple_list, __pyx_k_fast_unique_multiple_list, sizeof(__pyx_k_fast_unique_multiple_list), 0, 0, 1, 1},
  {&__pyx_n_s_fast_unique_multiple_list_gen, __pyx_k_fast_unique_multiple_list_gen, sizeof(__pyx_k_fast_unique_multiple_list_gen), 0, 0, 1, 1},
  {&__pyx_n_s_fast_zip, __pyx_k_fast_zip, sizeof(__pyx_k_fast_zip), 0, 0, 1, 1},
  {&__pyx_n_s_fast_zip_fillna, __pyx_k_fast_zip_fillna, sizeof(__pyx_k_fast_zip_fillna), 0, 0, 1, 1},
  {&__pyx_n_s_fill, __pyx_k_fill, sizeof(__pyx_k_fill), 0, 0, 1, 1},
  {&__pyx_n_s_fill_value, __pyx_k_fill_value, sizeof(__pyx_k_fill_value), 0, 0, 1, 1},
  {&__pyx_n_s_finished, __pyx_k_finished, sizeof(__pyx_k_finished), 0, 0, 1, 1},
  {&__pyx_n_s_flag, __pyx_k_flag, sizeof(__pyx_k_flag), 0, 0, 1, 1},
  {&__pyx_n_s_flags, __pyx_k_flags, sizeof(__pyx_k_flags), 0, 0, 1, 1},
  {&__pyx_n_s_float128, __pyx_k_float128, sizeof(__pyx_k_float128), 0, 0, 1, 1},
  {&__pyx_n_s_float16, __pyx_k_float16, sizeof(__pyx_k_float16), 0, 0, 1, 1},
  {&__pyx_n_s_float32, __pyx_k_float32, sizeof(__pyx_k_float32), 0, 0, 1, 1},
  {&__pyx_n_s_float64, __pyx_k_float64, sizeof(__pyx_k_float64), 0, 0, 1, 1},
  {&__pyx_n_s_float_secs, __pyx_k_float_secs, sizeof(__pyx_k_float_secs), 0, 0, 1, 1},
  {&__pyx_n_s_floating, __pyx_k_floating, sizeof(__pyx_k_floating), 0, 0, 1, 1},
  {&__pyx_n_s_floats, __pyx_k_floats, sizeof(__pyx_k_floats), 0, 0, 1, 1},
  {&__pyx_n_s_fnan, __pyx_k_fnan, sizeof(__pyx_k_fnan), 0, 0, 1, 1},
  {&__pyx_n_s_format, __pyx_k_format, sizeof(__pyx_k_format), 0, 0, 1, 1},
  {&__pyx_n_s_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 0, 1, 1},
  {&__pyx_n_u_fortran, __pyx_k_fortran, sizeof(__pyx_k_fortran), 0, 1, 0, 1},
  {&__pyx_n_s_frame, __pyx_k_frame, sizeof(__pyx_k_frame), 0, 0, 1, 1},
  {&__pyx_n_s_fromtimestamp, __pyx_k_fromtimestamp, sizeof(__pyx_k_fromtimestamp), 0, 0, 1, 1},
  {&__pyx_n_s_func, __pyx_k_func, sizeof(__pyx_k_func), 0, 0, 1, 1},
  {&__pyx_kp_s_function_does_not_reduce, __pyx_k_function_does_not_reduce, sizeof(__pyx_k_function_does_not_reduce), 0, 0, 1, 0},
  {&__pyx_n_s_fval, __pyx_k_fval, sizeof(__pyx_k_fval), 0, 0, 1, 1},
  {&__pyx_n_s_ge, __pyx_k_ge, sizeof(__pyx_k_ge), 0, 0, 1, 1},
  {&__pyx_n_s_gen, __pyx_k_gen, sizeof(__pyx_k_gen), 0, 0, 1, 1},
  {&__pyx_n_s_generate_bins_dt64, __pyx_k_generate_bins_dt64, sizeof(__pyx_k_generate_bins_dt64), 0, 0, 1, 1},
  {&__pyx_n_s_generate_slices, __pyx_k_generate_slices, sizeof(__pyx_k_generate_slices), 0, 0, 1, 1},
  {&__pyx_n_s_genexpr, __pyx_k_genexpr, sizeof(__pyx_k_genexpr), 0, 0, 1, 1},
  {&__pyx_n_s_get_blkno_indexers, __pyx_k_get_blkno_indexers, sizeof(__pyx_k_get_blkno_indexers), 0, 0, 1, 1},
  {&__pyx_n_s_get_blkno_indexers_locals_genexp, __pyx_k_get_blkno_indexers_locals_genexp, sizeof(__pyx_k_get_blkno_indexers_locals_genexp), 0, 0, 1, 1},
  {&__pyx_n_s_get_result, __pyx_k_get_result, sizeof(__pyx_k_get_result), 0, 0, 1, 1},
  {&__pyx_n_s_get_result_array, __pyx_k_get_result_array, sizeof(__pyx_k_get_result_array), 0, 0, 1, 1},
  {&__pyx_n_s_get_reverse_indexer, __pyx_k_get_reverse_indexer, sizeof(__pyx_k_get_reverse_indexer), 0, 0, 1, 1},
  {&__pyx_n_s_get_values, __pyx_k_get_values, sizeof(__pyx_k_get_values), 0, 0, 1, 1},
  {&__pyx_kp_s_got_differing_extents_in_dimensi, __pyx_k_got_differing_extents_in_dimensi, sizeof(__pyx_k_got_differing_extents_in_dimensi), 0, 0, 1, 0},
  {&__pyx_n_s_group, __pyx_k_group, sizeof(__pyx_k_group), 0, 0, 1, 1},
  {&__pyx_n_s_group_count, __pyx_k_group_count, sizeof(__pyx_k_group_count), 0, 0, 1, 1},
  {&__pyx_n_s_group_dict, __pyx_k_group_dict, sizeof(__pyx_k_group_dict), 0, 0, 1, 1},
  {&__pyx_n_s_group_order, __pyx_k_group_order, sizeof(__pyx_k_group_order), 0, 0, 1, 1},
  {&__pyx_n_s_group_size, __pyx_k_group_size, sizeof(__pyx_k_group_size), 0, 0, 1, 1},
  {&__pyx_n_s_group_slices, __pyx_k_group_slices, sizeof(__pyx_k_group_slices), 0, 0, 1, 1},
  {&__pyx_n_s_gt, __pyx_k_gt, sizeof(__pyx_k_gt), 0, 0, 1, 1},
  {&__pyx_n_s_has_complex_internals, __pyx_k_has_complex_internals, sizeof(__pyx_k_has_complex_internals), 0, 0, 1, 1},
  {&__pyx_n_s_has_infs_f4, __pyx_k_has_infs_f4, sizeof(__pyx_k_has_infs_f4), 0, 0, 1, 1},
  {&__pyx_n_s_has_infs_f8, __pyx_k_has_infs_f8, sizeof(__pyx_k_has_infs_f8), 0, 0, 1, 1},
  {&__pyx_n_s_hasnans, __pyx_k_hasnans, sizeof(__pyx_k_hasnans), 0, 0, 1, 1},
  {&__pyx_n_s_hour, __pyx_k_hour, sizeof(__pyx_k_hour), 0, 0, 1, 1},
  {&__pyx_n_s_hours, __pyx_k_hours, sizeof(__pyx_k_hours), 0, 0, 1, 1},
  {&__pyx_n_s_i, __pyx_k_i, sizeof(__pyx_k_i), 0, 0, 1, 1},
  {&__pyx_n_s_i8, __pyx_k_i8, sizeof(__pyx_k_i8), 0, 0, 1, 1},
  {&__pyx_n_s_iNaT, __pyx_k_iNaT, sizeof(__pyx_k_iNaT), 0, 0, 1, 1},
  {&__pyx_kp_s_iadd_causes_length_change, __pyx_k_iadd_causes_length_change, sizeof(__pyx_k_iadd_causes_length_change), 0, 0, 1, 0},
  {&__pyx_n_s_id, __pyx_k_id, sizeof(__pyx_k_id), 0, 0, 1, 1},
  {&__pyx_n_s_idatetimes, __pyx_k_idatetimes, sizeof(__pyx_k_idatetimes), 0, 0, 1, 1},
  {&__pyx_n_s_idx, __pyx_k_idx, sizeof(__pyx_k_idx), 0, 0, 1, 1},
  {&__pyx_n_s_iloc, __pyx_k_iloc, sizeof(__pyx_k_iloc), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_n_s_ind, __pyx_k_ind, sizeof(__pyx_k_ind), 0, 0, 1, 1},
  {&__pyx_n_s_ind_len, __pyx_k_ind_len, sizeof(__pyx_k_ind_len), 0, 0, 1, 1},
  {&__pyx_n_s_ind_start, __pyx_k_ind_start, sizeof(__pyx_k_ind_start), 0, 0, 1, 1},
  {&__pyx_n_s_ind_step, __pyx_k_ind_step, sizeof(__pyx_k_ind_step), 0, 0, 1, 1},
  {&__pyx_n_s_ind_stop, __pyx_k_ind_stop, sizeof(__pyx_k_ind_stop), 0, 0, 1, 1},
  {&__pyx_n_s_index, __pyx_k_index, sizeof(__pyx_k_index), 0, 0, 1, 1},
  {&__pyx_n_s_index_2, __pyx_k_index_2, sizeof(__pyx_k_index_2), 0, 0, 1, 1},
  {&__pyx_kp_s_index_out_of_bounds, __pyx_k_index_out_of_bounds, sizeof(__pyx_k_index_out_of_bounds), 0, 0, 1, 0},
  {&__pyx_n_s_indexer, __pyx_k_indexer, sizeof(__pyx_k_indexer), 0, 0, 1, 1},
  {&__pyx_n_s_indices, __pyx_k_indices, sizeof(__pyx_k_indices), 0, 0, 1, 1},
  {&__pyx_n_s_indices_fast, __pyx_k_indices_fast, sizeof(__pyx_k_indices_fast), 0, 0, 1, 1},
  {&__pyx_n_s_inf, __pyx_k_inf, sizeof(__pyx_k_inf), 0, 0, 1, 1},
  {&__pyx_n_s_infer_dtype, __pyx_k_infer_dtype, sizeof(__pyx_k_infer_dtype), 0, 0, 1, 1},
  {&__pyx_n_s_infer_dtype_list, __pyx_k_infer_dtype_list, sizeof(__pyx_k_infer_dtype_list), 0, 0, 1, 1},
  {&__pyx_n_s_insert, __pyx_k_insert, sizeof(__pyx_k_insert), 0, 0, 1, 1},
  {&__pyx_n_s_int16, __pyx_k_int16, sizeof(__pyx_k_int16), 0, 0, 1, 1},
  {&__pyx_n_s_int32, __pyx_k_int32, sizeof(__pyx_k_int32), 0, 0, 1, 1},
  {&__pyx_n_s_int64, __pyx_k_int64, sizeof(__pyx_k_int64), 0, 0, 1, 1},
  {&__pyx_n_s_int8, __pyx_k_int8, sizeof(__pyx_k_int8), 0, 0, 1, 1},
  {&__pyx_n_s_integer, __pyx_k_integer, sizeof(__pyx_k_integer), 0, 0, 1, 1},
  {&__pyx_n_s_ints, __pyx_k_ints, sizeof(__pyx_k_ints), 0, 0, 1, 1},
  {&__pyx_n_s_is_bool, __pyx_k_is_bool, sizeof(__pyx_k_is_bool), 0, 0, 1, 1},
  {&__pyx_n_s_is_bool_array, __pyx_k_is_bool_array, sizeof(__pyx_k_is_bool_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_complex, __pyx_k_is_complex, sizeof(__pyx_k_is_complex), 0, 0, 1, 1},
  {&__pyx_n_s_is_date_array, __pyx_k_is_date_array, sizeof(__pyx_k_is_date_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_datelike, __pyx_k_is_datelike, sizeof(__pyx_k_is_datelike), 0, 0, 1, 1},
  {&__pyx_n_s_is_datetime64_array, __pyx_k_is_datetime64_array, sizeof(__pyx_k_is_datetime64_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_datetime_array, __pyx_k_is_datetime_array, sizeof(__pyx_k_is_datetime_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_float, __pyx_k_is_float, sizeof(__pyx_k_is_float), 0, 0, 1, 1},
  {&__pyx_n_s_is_float_array, __pyx_k_is_float_array, sizeof(__pyx_k_is_float_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_integer, __pyx_k_is_integer, sizeof(__pyx_k_is_integer), 0, 0, 1, 1},
  {&__pyx_n_s_is_integer_array, __pyx_k_is_integer_array, sizeof(__pyx_k_is_integer_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_integer_float_array, __pyx_k_is_integer_float_array, sizeof(__pyx_k_is_integer_float_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_lexsorted, __pyx_k_is_lexsorted, sizeof(__pyx_k_is_lexsorted), 0, 0, 1, 1},
  {&__pyx_n_s_is_numpy_prior_1_6_2, __pyx_k_is_numpy_prior_1_6_2, sizeof(__pyx_k_is_numpy_prior_1_6_2), 0, 0, 1, 1},
  {&__pyx_n_s_is_period, __pyx_k_is_period, sizeof(__pyx_k_is_period), 0, 0, 1, 1},
  {&__pyx_n_s_is_period_array, __pyx_k_is_period_array, sizeof(__pyx_k_is_period_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_possible_datetimelike_array, __pyx_k_is_possible_datetimelike_array, sizeof(__pyx_k_is_possible_datetimelike_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_slice_like, __pyx_k_is_slice_like, sizeof(__pyx_k_is_slice_like), 0, 0, 1, 1},
  {&__pyx_n_s_is_string_array, __pyx_k_is_string_array, sizeof(__pyx_k_is_string_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_time_array, __pyx_k_is_time_array, sizeof(__pyx_k_is_time_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_timedelta64_array, __pyx_k_is_timedelta64_array, sizeof(__pyx_k_is_timedelta64_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_timedelta_array, __pyx_k_is_timedelta_array, sizeof(__pyx_k_is_timedelta_array), 0, 0, 1, 1},
  {&__pyx_n_s_is_timedelta_or_timedelta64_arra, __pyx_k_is_timedelta_or_timedelta64_arra, sizeof(__pyx_k_is_timedelta_or_timedelta64_arra), 0, 0, 1, 1},
  {&__pyx_n_s_is_unicode_array, __pyx_k_is_unicode_array, sizeof(__pyx_k_is_unicode_array), 0, 0, 1, 1},
  {&__pyx_n_s_isin, __pyx_k_isin, sizeof(__pyx_k_isin), 0, 0, 1, 1},
  {&__pyx_n_s_ismember, __pyx_k_ismember, sizeof(__pyx_k_ismember), 0, 0, 1, 1},
  {&__pyx_n_s_ismember_nans, __pyx_k_ismember_nans, sizeof(__pyx_k_ismember_nans), 0, 0, 1, 1},
  {&__pyx_n_s_isnan, __pyx_k_isnan, sizeof(__pyx_k_isnan), 0, 0, 1, 1},
  {&__pyx_n_s_isnullobj, __pyx_k_isnullobj, sizeof(__pyx_k_isnullobj), 0, 0, 1, 1},
  {&__pyx_n_s_isnullobj2d, __pyx_k_isnullobj2d, sizeof(__pyx_k_isnullobj2d), 0, 0, 1, 1},
  {&__pyx_n_s_isnullobj2d_old, __pyx_k_isnullobj2d_old, sizeof(__pyx_k_isnullobj2d_old), 0, 0, 1, 1},
  {&__pyx_n_s_isnullobj_old, __pyx_k_isnullobj_old, sizeof(__pyx_k_isnullobj_old), 0, 0, 1, 1},
  {&__pyx_n_s_isscalar, __pyx_k_isscalar, sizeof(__pyx_k_isscalar), 0, 0, 1, 1},
  {&__pyx_n_s_it, __pyx_k_it, sizeof(__pyx_k_it), 0, 0, 1, 1},
  {&__pyx_n_s_item, __pyx_k_item, sizeof(__pyx_k_item), 0, 0, 1, 1},
  {&__pyx_n_s_item_cache, __pyx_k_item_cache, sizeof(__pyx_k_item_cache), 0, 0, 1, 1},
  {&__pyx_n_s_item_cache_2, __pyx_k_item_cache_2, sizeof(__pyx_k_item_cache_2), 0, 0, 1, 1},
  {&__pyx_n_s_item_from_zerodim, __pyx_k_item_from_zerodim, sizeof(__pyx_k_item_from_zerodim), 0, 0, 1, 1},
  {&__pyx_kp_u_item_from_zerodim_line_263, __pyx_k_item_from_zerodim_line_263, sizeof(__pyx_k_item_from_zerodim_line_263), 0, 1, 0, 0},
  {&__pyx_n_s_itemsize, __pyx_k_itemsize, sizeof(__pyx_k_itemsize), 0, 0, 1, 1},
  {&__pyx_kp_s_itemsize_0_for_cython_array, __pyx_k_itemsize_0_for_cython_array, sizeof(__pyx_k_itemsize_0_for_cython_array), 0, 0, 1, 0},
  {&__pyx_n_s_itimedeltas, __pyx_k_itimedeltas, sizeof(__pyx_k_itimedeltas), 0, 0, 1, 1},
  {&__pyx_n_s_j, __pyx_k_j, sizeof(__pyx_k_j), 0, 0, 1, 1},
  {&__pyx_n_s_k, __pyx_k_k, sizeof(__pyx_k_k), 0, 0, 1, 1},
  {&__pyx_n_s_keys, __pyx_k_keys, sizeof(__pyx_k_keys), 0, 0, 1, 1},
  {&__pyx_n_s_kind, __pyx_k_kind, sizeof(__pyx_k_kind), 0, 0, 1, 1},
  {&__pyx_n_s_l, __pyx_k_l, sizeof(__pyx_k_l), 0, 0, 1, 1},
  {&__pyx_n_s_l_bin, __pyx_k_l_bin, sizeof(__pyx_k_l_bin), 0, 0, 1, 1},
  {&__pyx_n_s_lab, __pyx_k_lab, sizeof(__pyx_k_lab), 0, 0, 1, 1},
  {&__pyx_n_s_labels, __pyx_k_labels, sizeof(__pyx_k_labels), 0, 0, 1, 1},
  {&__pyx_n_s_le, __pyx_k_le, sizeof(__pyx_k_le), 0, 0, 1, 1},
  {&__pyx_n_s_left, __pyx_k_left, sizeof(__pyx_k_left), 0, 0, 1, 1},
  {&__pyx_n_s_len, __pyx_k_len, sizeof(__pyx_k_len), 0, 0, 1, 1},
  {&__pyx_n_s_lenbin, __pyx_k_lenbin, sizeof(__pyx_k_lenbin), 0, 0, 1, 1},
  {&__pyx_n_s_length, __pyx_k_length, sizeof(__pyx_k_length), 0, 0, 1, 1},
  {&__pyx_n_s_lenidx, __pyx_k_lenidx, sizeof(__pyx_k_lenidx), 0, 0, 1, 1},
  {&__pyx_n_s_list_of_arrays, __pyx_k_list_of_arrays, sizeof(__pyx_k_list_of_arrays), 0, 0, 1, 1},
  {&__pyx_n_s_list_to_object_array, __pyx_k_list_to_object_array, sizeof(__pyx_k_list_to_object_array), 0, 0, 1, 1},
  {&__pyx_n_s_lists, __pyx_k_lists, sizeof(__pyx_k_lists), 0, 0, 1, 1},
  {&__pyx_n_s_lookup_values, __pyx_k_lookup_values, sizeof(__pyx_k_lookup_values), 0, 0, 1, 1},
  {&__pyx_n_s_lt, __pyx_k_lt, sizeof(__pyx_k_lt), 0, 0, 1, 1},
  {&__pyx_n_s_m, __pyx_k_m, sizeof(__pyx_k_m), 0, 0, 1, 1},
  {&__pyx_kp_s_m8_ns, __pyx_k_m8_ns, sizeof(__pyx_k_m8_ns), 0, 0, 1, 0},
  {&__pyx_kp_s_m_d_Y, __pyx_k_m_d_Y, sizeof(__pyx_k_m_d_Y), 0, 0, 1, 0},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_map_infer, __pyx_k_map_infer, sizeof(__pyx_k_map_infer), 0, 0, 1, 1},
  {&__pyx_n_s_map_infer_mask, __pyx_k_map_infer_mask, sizeof(__pyx_k_map_infer_mask), 0, 0, 1, 1},
  {&__pyx_n_s_mapping, __pyx_k_mapping, sizeof(__pyx_k_mapping), 0, 0, 1, 1},
  {&__pyx_n_s_mask, __pyx_k_mask, sizeof(__pyx_k_mask), 0, 0, 1, 1},
  {&__pyx_n_s_max_bin, __pyx_k_max_bin, sizeof(__pyx_k_max_bin), 0, 0, 1, 1},
  {&__pyx_n_s_max_len_string_array, __pyx_k_max_len_string_array, sizeof(__pyx_k_max_len_string_array), 0, 0, 1, 1},
  {&__pyx_n_s_maybe_booleans_to_slice, __pyx_k_maybe_booleans_to_slice, sizeof(__pyx_k_maybe_booleans_to_slice), 0, 0, 1, 1},
  {&__pyx_n_s_maybe_convert_bool, __pyx_k_maybe_convert_bool, sizeof(__pyx_k_maybe_convert_bool), 0, 0, 1, 1},
  {&__pyx_n_s_maybe_convert_numeric, __pyx_k_maybe_convert_numeric, sizeof(__pyx_k_maybe_convert_numeric), 0, 0, 1, 1},
  {&__pyx_n_s_maybe_convert_objects, __pyx_k_maybe_convert_objects, sizeof(__pyx_k_maybe_convert_objects), 0, 0, 1, 1},
  {&__pyx_n_s_maybe_indices_to_slice, __pyx_k_maybe_indices_to_slice, sizeof(__pyx_k_maybe_indices_to_slice), 0, 0, 1, 1},
  {&__pyx_n_s_memo, __pyx_k_memo, sizeof(__pyx_k_memo), 0, 0, 1, 1},
  {&__pyx_n_s_memview, __pyx_k_memview, sizeof(__pyx_k_memview), 0, 0, 1, 1},
  {&__pyx_n_s_metaclass, __pyx_k_metaclass, sizeof(__pyx_k_metaclass), 0, 0, 1, 1},
  {&__pyx_n_s_micros, __pyx_k_micros, sizeof(__pyx_k_micros), 0, 0, 1, 1},
  {&__pyx_n_s_microsecond, __pyx_k_microsecond, sizeof(__pyx_k_microsecond), 0, 0, 1, 1},
  {&__pyx_n_s_minute, __pyx_k_minute, sizeof(__pyx_k_minute), 0, 0, 1, 1},
  {&__pyx_n_s_minutes, __pyx_k_minutes, sizeof(__pyx_k_minutes), 0, 0, 1, 1},
  {&__pyx_n_s_mixed, __pyx_k_mixed, sizeof(__pyx_k_mixed), 0, 0, 1, 1},
  {&__pyx_kp_s_mixed_integer, __pyx_k_mixed_integer, sizeof(__pyx_k_mixed_integer), 0, 0, 1, 0},
  {&__pyx_kp_s_mixed_integer_float, __pyx_k_mixed_integer_float, sizeof(__pyx_k_mixed_integer_float), 0, 0, 1, 0},
  {&__pyx_n_s_mode, __pyx_k_mode, sizeof(__pyx_k_mode), 0, 0, 1, 1},
  {&__pyx_n_s_module, __pyx_k_module, sizeof(__pyx_k_module), 0, 0, 1, 1},
  {&__pyx_n_s_month, __pyx_k_month, sizeof(__pyx_k_month), 0, 0, 1, 1},
  {&__pyx_n_s_months, __pyx_k_months, sizeof(__pyx_k_months), 0, 0, 1, 1},
  {&__pyx_n_s_move, __pyx_k_move, sizeof(__pyx_k_move), 0, 0, 1, 1},
  {&__pyx_n_s_mutated, __pyx_k_mutated, sizeof(__pyx_k_mutated), 0, 0, 1, 1},
  {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 0, 0, 1, 1},
  {&__pyx_n_s_na_count, __pyx_k_na_count, sizeof(__pyx_k_na_count), 0, 0, 1, 1},
  {&__pyx_n_s_na_values, __pyx_k_na_values, sizeof(__pyx_k_na_values), 0, 0, 1, 1},
  {&__pyx_n_s_name, __pyx_k_name, sizeof(__pyx_k_name), 0, 0, 1, 1},
  {&__pyx_n_s_name_2, __pyx_k_name_2, sizeof(__pyx_k_name_2), 0, 0, 1, 1},
  {&__pyx_n_s_names, __pyx_k_names, sizeof(__pyx_k_names), 0, 0, 1, 1},
  {&__pyx_n_s_nan, __pyx_k_nan, sizeof(__pyx_k_nan), 0, 0, 1, 1},
  {&__pyx_n_s_nan_rep, __pyx_k_nan_rep, sizeof(__pyx_k_nan_rep), 0, 0, 1, 1},
  {&__pyx_n_s_nat_count, __pyx_k_nat_count, sizeof(__pyx_k_nat_count), 0, 0, 1, 1},
  {&__pyx_n_s_ncols, __pyx_k_ncols, sizeof(__pyx_k_ncols), 0, 0, 1, 1},
  {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0},
  {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0},
  {&__pyx_n_s_ndarrays, __pyx_k_ndarrays, sizeof(__pyx_k_ndarrays), 0, 0, 1, 1},
  {&__pyx_n_s_ndim, __pyx_k_ndim, sizeof(__pyx_k_ndim), 0, 0, 1, 1},
  {&__pyx_n_s_ne, __pyx_k_ne, sizeof(__pyx_k_ne), 0, 0, 1, 1},
  {&__pyx_n_s_neginf, __pyx_k_neginf, sizeof(__pyx_k_neginf), 0, 0, 1, 1},
  {&__pyx_n_s_new_dtype, __pyx_k_new_dtype, sizeof(__pyx_k_new_dtype), 0, 0, 1, 1},
  {&__pyx_n_s_ngroups, __pyx_k_ngroups, sizeof(__pyx_k_ngroups), 0, 0, 1, 1},
  {&__pyx_n_s_nlevels, __pyx_k_nlevels, sizeof(__pyx_k_nlevels), 0, 0, 1, 1},
  {&__pyx_n_s_now, __pyx_k_now, sizeof(__pyx_k_now), 0, 0, 1, 1},
  {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
  {&__pyx_n_s_ns, __pyx_k_ns, sizeof(__pyx_k_ns), 0, 0, 1, 1},
  {&__pyx_n_s_null_count, __pyx_k_null_count, sizeof(__pyx_k_null_count), 0, 0, 1, 1},
  {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
  {&__pyx_n_s_o, __pyx_k_o, sizeof(__pyx_k_o), 0, 0, 1, 1},
  {&__pyx_n_s_obj, __pyx_k_obj, sizeof(__pyx_k_obj), 0, 0, 1, 1},
  {&__pyx_n_s_objbuf, __pyx_k_objbuf, sizeof(__pyx_k_objbuf), 0, 0, 1, 1},
  {&__pyx_n_s_object, __pyx_k_object, sizeof(__pyx_k_object), 0, 0, 1, 1},
  {&__pyx_n_s_object_2, __pyx_k_object_2, sizeof(__pyx_k_object_2), 0, 0, 1, 1},
  {&__pyx_n_s_objects, __pyx_k_objects, sizeof(__pyx_k_objects), 0, 0, 1, 1},
  {&__pyx_n_s_objlen, __pyx_k_objlen, sizeof(__pyx_k_objlen), 0, 0, 1, 1},
  {&__pyx_n_s_onan, __pyx_k_onan, sizeof(__pyx_k_onan), 0, 0, 1, 1},
  {&__pyx_n_s_op, __pyx_k_op, sizeof(__pyx_k_op), 0, 0, 1, 1},
  {&__pyx_n_s_operator, __pyx_k_operator, sizeof(__pyx_k_operator), 0, 0, 1, 1},
  {&__pyx_n_s_out, __pyx_k_out, sizeof(__pyx_k_out), 0, 0, 1, 1},
  {&__pyx_n_s_output, __pyx_k_output, sizeof(__pyx_k_output), 0, 0, 1, 1},
  {&__pyx_n_s_pack, __pyx_k_pack, sizeof(__pyx_k_pack), 0, 0, 1, 1},
  {&__pyx_n_s_pandas, __pyx_k_pandas, sizeof(__pyx_k_pandas), 0, 0, 1, 1},
  {&__pyx_n_s_pandas_core_index, __pyx_k_pandas_core_index, sizeof(__pyx_k_pandas_core_index), 0, 0, 1, 1},
  {&__pyx_n_s_pandas_lib, __pyx_k_pandas_lib, sizeof(__pyx_k_pandas_lib), 0, 0, 1, 1},
  {&__pyx_n_s_pandas_null, __pyx_k_pandas_null, sizeof(__pyx_k_pandas_null), 0, 0, 1, 1},
  {&__pyx_kp_s_pandas_src_inference_pyx, __pyx_k_pandas_src_inference_pyx, sizeof(__pyx_k_pandas_src_inference_pyx), 0, 0, 1, 0},
  {&__pyx_kp_s_pandas_src_reduce_pyx, __pyx_k_pandas_src_reduce_pyx, sizeof(__pyx_k_pandas_src_reduce_pyx), 0, 0, 1, 0},
  {&__pyx_n_s_pandas_tseries_period, __pyx_k_pandas_tseries_period, sizeof(__pyx_k_pandas_tseries_period), 0, 0, 1, 1},
  {&__pyx_n_s_parse, __pyx_k_parse, sizeof(__pyx_k_parse), 0, 0, 1, 1},
  {&__pyx_n_s_parse_date, __pyx_k_parse_date, sizeof(__pyx_k_parse_date), 0, 0, 1, 1},
  {&__pyx_n_s_parse_time, __pyx_k_parse_time, sizeof(__pyx_k_parse_time), 0, 0, 1, 1},
  {&__pyx_n_s_parser, __pyx_k_parser, sizeof(__pyx_k_parser), 0, 0, 1, 1},
  {&__pyx_n_s_period, __pyx_k_period, sizeof(__pyx_k_period), 0, 0, 1, 1},
  {&__pyx_n_s_piece, __pyx_k_piece, sizeof(__pyx_k_piece), 0, 0, 1, 1},
  {&__pyx_n_s_pos, __pyx_k_pos, sizeof(__pyx_k_pos), 0, 0, 1, 1},
  {&__pyx_n_s_pre, __pyx_k_pre, sizeof(__pyx_k_pre), 0, 0, 1, 1},
  {&__pyx_n_s_prepare, __pyx_k_prepare, sizeof(__pyx_k_prepare), 0, 0, 1, 1},
  {&__pyx_n_s_property, __pyx_k_property, sizeof(__pyx_k_property), 0, 0, 1, 1},
  {&__pyx_n_s_putmask, __pyx_k_putmask, sizeof(__pyx_k_putmask), 0, 0, 1, 1},
  {&__pyx_n_s_pydate, __pyx_k_pydate, sizeof(__pyx_k_pydate), 0, 0, 1, 1},
  {&__pyx_n_s_pydatetime, __pyx_k_pydatetime, sizeof(__pyx_k_pydatetime), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_getbuffer, __pyx_k_pyx_getbuffer, sizeof(__pyx_k_pyx_getbuffer), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_vtable, __pyx_k_pyx_vtable, sizeof(__pyx_k_pyx_vtable), 0, 0, 1, 1},
  {&__pyx_n_s_qualname, __pyx_k_qualname, sizeof(__pyx_k_qualname), 0, 0, 1, 1},
  {&__pyx_n_s_r_bin, __pyx_k_r_bin, sizeof(__pyx_k_r_bin), 0, 0, 1, 1},
  {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
  {&__pyx_n_s_ravel, __pyx_k_ravel, sizeof(__pyx_k_ravel), 0, 0, 1, 1},
  {&__pyx_n_s_reduce, __pyx_k_reduce, sizeof(__pyx_k_reduce), 0, 0, 1, 1},
  {&__pyx_n_s_reducer, __pyx_k_reducer, sizeof(__pyx_k_reducer), 0, 0, 1, 1},
  {&__pyx_n_s_replace, __pyx_k_replace, sizeof(__pyx_k_replace), 0, 0, 1, 1},
  {&__pyx_n_s_require, __pyx_k_require, sizeof(__pyx_k_require), 0, 0, 1, 1},
  {&__pyx_n_s_requirements, __pyx_k_requirements, sizeof(__pyx_k_requirements), 0, 0, 1, 1},
  {&__pyx_n_s_res_view, __pyx_k_res_view, sizeof(__pyx_k_res_view), 0, 0, 1, 1},
  {&__pyx_n_s_reset, __pyx_k_reset, sizeof(__pyx_k_reset), 0, 0, 1, 1},
  {&__pyx_n_s_result, __pyx_k_result, sizeof(__pyx_k_result), 0, 0, 1, 1},
  {&__pyx_n_s_results, __pyx_k_results, sizeof(__pyx_k_results), 0, 0, 1, 1},
  {&__pyx_n_s_rev_indexer, __pyx_k_rev_indexer, sizeof(__pyx_k_rev_indexer), 0, 0, 1, 1},
  {&__pyx_n_s_right, __pyx_k_right, sizeof(__pyx_k_right), 0, 0, 1, 1},
  {&__pyx_n_s_right_closed, __pyx_k_right_closed, sizeof(__pyx_k_right_closed), 0, 0, 1, 1},
  {&__pyx_n_s_row, __pyx_k_row, sizeof(__pyx_k_row), 0, 0, 1, 1},
  {&__pyx_n_s_row_bool_subset, __pyx_k_row_bool_subset, sizeof(__pyx_k_row_bool_subset), 0, 0, 1, 1},
  {&__pyx_n_s_row_bool_subset_object, __pyx_k_row_bool_subset_object, sizeof(__pyx_k_row_bool_subset_object), 0, 0, 1, 1},
  {&__pyx_n_s_rows, __pyx_k_rows, sizeof(__pyx_k_rows), 0, 0, 1, 1},
  {&__pyx_n_s_s, __pyx_k_s, sizeof(__pyx_k_s), 0, 0, 1, 1},
  {&__pyx_n_s_s_len, __pyx_k_s_len, sizeof(__pyx_k_s_len), 0, 0, 1, 1},
  {&__pyx_kp_s_s_r, __pyx_k_s_r, sizeof(__pyx_k_s_r), 0, 0, 1, 0},
  {&__pyx_n_s_s_start, __pyx_k_s_start, sizeof(__pyx_k_s_start), 0, 0, 1, 1},
  {&__pyx_n_s_s_step, __pyx_k_s_step, sizeof(__pyx_k_s_step), 0, 0, 1, 1},
  {&__pyx_n_s_s_stop, __pyx_k_s_stop, sizeof(__pyx_k_s_stop), 0, 0, 1, 1},
  {&__pyx_n_s_safe, __pyx_k_safe, sizeof(__pyx_k_safe), 0, 0, 1, 1},
  {&__pyx_n_s_sanitize_objects, __pyx_k_sanitize_objects, sizeof(__pyx_k_sanitize_objects), 0, 0, 1, 1},
  {&__pyx_n_s_scalar_binop, __pyx_k_scalar_binop, sizeof(__pyx_k_scalar_binop), 0, 0, 1, 1},
  {&__pyx_n_s_scalar_compare, __pyx_k_scalar_compare, sizeof(__pyx_k_scalar_compare), 0, 0, 1, 1},
  {&__pyx_n_s_second, __pyx_k_second, sizeof(__pyx_k_second), 0, 0, 1, 1},
  {&__pyx_n_s_seconds, __pyx_k_seconds, sizeof(__pyx_k_seconds), 0, 0, 1, 1},
  {&__pyx_n_s_secs, __pyx_k_secs, sizeof(__pyx_k_secs), 0, 0, 1, 1},
  {&__pyx_n_s_seen, __pyx_k_seen, sizeof(__pyx_k_seen), 0, 0, 1, 1},
  {&__pyx_n_s_seen_bool, __pyx_k_seen_bool, sizeof(__pyx_k_seen_bool), 0, 0, 1, 1},
  {&__pyx_n_s_seen_complex, __pyx_k_seen_complex, sizeof(__pyx_k_seen_complex), 0, 0, 1, 1},
  {&__pyx_n_s_seen_datetime, __pyx_k_seen_datetime, sizeof(__pyx_k_seen_datetime), 0, 0, 1, 1},
  {&__pyx_n_s_seen_float, __pyx_k_seen_float, sizeof(__pyx_k_seen_float), 0, 0, 1, 1},
  {&__pyx_n_s_seen_int, __pyx_k_seen_int, sizeof(__pyx_k_seen_int), 0, 0, 1, 1},
  {&__pyx_n_s_seen_null, __pyx_k_seen_null, sizeof(__pyx_k_seen_null), 0, 0, 1, 1},
  {&__pyx_n_s_seen_numeric, __pyx_k_seen_numeric, sizeof(__pyx_k_seen_numeric), 0, 0, 1, 1},
  {&__pyx_n_s_seen_object, __pyx_k_seen_object, sizeof(__pyx_k_seen_object), 0, 0, 1, 1},
  {&__pyx_n_s_seen_timedelta, __pyx_k_seen_timedelta, sizeof(__pyx_k_seen_timedelta), 0, 0, 1, 1},
  {&__pyx_n_s_send, __pyx_k_send, sizeof(__pyx_k_send), 0, 0, 1, 1},
  {&__pyx_n_s_series, __pyx_k_series, sizeof(__pyx_k_series), 0, 0, 1, 1},
  {&__pyx_n_s_set_axis, __pyx_k_set_axis, sizeof(__pyx_k_set_axis), 0, 0, 1, 1},
  {&__pyx_n_s_set_length, __pyx_k_set_length, sizeof(__pyx_k_set_length), 0, 0, 1, 1},
  {&__pyx_n_s_setattr, __pyx_k_setattr, sizeof(__pyx_k_setattr), 0, 0, 1, 1},
  {&__pyx_n_s_shape, __pyx_k_shape, sizeof(__pyx_k_shape), 0, 0, 1, 1},
  {&__pyx_n_s_shape_before, __pyx_k_shape_before, sizeof(__pyx_k_shape_before), 0, 0, 1, 1},
  {&__pyx_n_s_size, __pyx_k_size, sizeof(__pyx_k_size), 0, 0, 1, 1},
  {&__pyx_n_s_slc, __pyx_k_slc, sizeof(__pyx_k_slc), 0, 0, 1, 1},
  {&__pyx_kp_s_slc_must_be_slice, __pyx_k_slc_must_be_slice, sizeof(__pyx_k_slc_must_be_slice), 0, 0, 1, 0},
  {&__pyx_kp_s_slc_should_be_a_slice, __pyx_k_slc_should_be_a_slice, sizeof(__pyx_k_slc_should_be_a_slice), 0, 0, 1, 0},
  {&__pyx_n_s_slice_getitem, __pyx_k_slice_getitem, sizeof(__pyx_k_slice_getitem), 0, 0, 1, 1},
  {&__pyx_kp_s_slice_step_cannot_be_zero, __pyx_k_slice_step_cannot_be_zero, sizeof(__pyx_k_slice_step_cannot_be_zero), 0, 0, 1, 0},
  {&__pyx_n_s_slices, __pyx_k_slices, sizeof(__pyx_k_slices), 0, 0, 1, 1},
  {&__pyx_n_s_slider, __pyx_k_slider, sizeof(__pyx_k_slider), 0, 0, 1, 1},
  {&__pyx_n_s_slobj, __pyx_k_slobj, sizeof(__pyx_k_slobj), 0, 0, 1, 1},
  {&__pyx_n_s_sorted_labels, __pyx_k_sorted_labels, sizeof(__pyx_k_sorted_labels), 0, 0, 1, 1},
  {&__pyx_n_s_start, __pyx_k_start, sizeof(__pyx_k_start), 0, 0, 1, 1},
  {&__pyx_n_s_started, __pyx_k_started, sizeof(__pyx_k_started), 0, 0, 1, 1},
  {&__pyx_n_s_starts, __pyx_k_starts, sizeof(__pyx_k_starts), 0, 0, 1, 1},
  {&__pyx_n_s_status, __pyx_k_status, sizeof(__pyx_k_status), 0, 0, 1, 1},
  {&__pyx_n_s_step, __pyx_k_step, sizeof(__pyx_k_step), 0, 0, 1, 1},
  {&__pyx_n_s_stop, __pyx_k_stop, sizeof(__pyx_k_stop), 0, 0, 1, 1},
  {&__pyx_kp_s_strided_and_direct, __pyx_k_strided_and_direct, sizeof(__pyx_k_strided_and_direct), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_direct_or_indirect, __pyx_k_strided_and_direct_or_indirect, sizeof(__pyx_k_strided_and_direct_or_indirect), 0, 0, 1, 0},
  {&__pyx_kp_s_strided_and_indirect, __pyx_k_strided_and_indirect, sizeof(__pyx_k_strided_and_indirect), 0, 0, 1, 0},
  {&__pyx_n_s_strides, __pyx_k_strides, sizeof(__pyx_k_strides), 0, 0, 1, 1},
  {&__pyx_n_s_string, __pyx_k_string, sizeof(__pyx_k_string), 0, 0, 1, 1},
  {&__pyx_n_s_string_2, __pyx_k_string_2, sizeof(__pyx_k_string_2), 0, 0, 1, 1},
  {&__pyx_n_s_string_array_replace_from_nan_re, __pyx_k_string_array_replace_from_nan_re, sizeof(__pyx_k_string_array_replace_from_nan_re), 0, 0, 1, 1},
  {&__pyx_n_s_strptime, __pyx_k_strptime, sizeof(__pyx_k_strptime), 0, 0, 1, 1},
  {&__pyx_n_s_struct, __pyx_k_struct, sizeof(__pyx_k_struct), 0, 0, 1, 1},
  {&__pyx_n_s_stub, __pyx_k_stub, sizeof(__pyx_k_stub), 0, 0, 1, 1},
  {&__pyx_n_s_sum, __pyx_k_sum, sizeof(__pyx_k_sum), 0, 0, 1, 1},
  {&__pyx_n_s_t, __pyx_k_t, sizeof(__pyx_k_t), 0, 0, 1, 1},
  {&__pyx_n_s_table, __pyx_k_table, sizeof(__pyx_k_table), 0, 0, 1, 1},
  {&__pyx_n_s_take_last, __pyx_k_take_last, sizeof(__pyx_k_take_last), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_throw, __pyx_k_throw, sizeof(__pyx_k_throw), 0, 0, 1, 1},
  {&__pyx_n_s_time, __pyx_k_time, sizeof(__pyx_k_time), 0, 0, 1, 1},
  {&__pyx_n_s_time64_to_datetime, __pyx_k_time64_to_datetime, sizeof(__pyx_k_time64_to_datetime), 0, 0, 1, 1},
  {&__pyx_n_s_time_parser, __pyx_k_time_parser, sizeof(__pyx_k_time_parser), 0, 0, 1, 1},
  {&__pyx_n_s_timedelta, __pyx_k_timedelta, sizeof(__pyx_k_timedelta), 0, 0, 1, 1},
  {&__pyx_n_s_timedelta64, __pyx_k_timedelta64, sizeof(__pyx_k_timedelta64), 0, 0, 1, 1},
  {&__pyx_kp_s_timedelta64_ns, __pyx_k_timedelta64_ns, sizeof(__pyx_k_timedelta64_ns), 0, 0, 1, 0},
  {&__pyx_n_s_timedeltas, __pyx_k_timedeltas, sizeof(__pyx_k_timedeltas), 0, 0, 1, 1},
  {&__pyx_n_s_times, __pyx_k_times, sizeof(__pyx_k_times), 0, 0, 1, 1},
  {&__pyx_n_s_tmp, __pyx_k_tmp, sizeof(__pyx_k_tmp), 0, 0, 1, 1},
  {&__pyx_n_s_to_object_array, __pyx_k_to_object_array, sizeof(__pyx_k_to_object_array), 0, 0, 1, 1},
  {&__pyx_n_s_to_object_array_tuples, __pyx_k_to_object_array_tuples, sizeof(__pyx_k_to_object_array_tuples), 0, 0, 1, 1},
  {&__pyx_n_s_toordinal, __pyx_k_toordinal, sizeof(__pyx_k_toordinal), 0, 0, 1, 1},
  {&__pyx_n_s_tot_len, __pyx_k_tot_len, sizeof(__pyx_k_tot_len), 0, 0, 1, 1},
  {&__pyx_n_s_true, __pyx_k_true, sizeof(__pyx_k_true), 0, 0, 1, 1},
  {&__pyx_n_s_true_vals, __pyx_k_true_vals, sizeof(__pyx_k_true_vals), 0, 0, 1, 1},
  {&__pyx_n_s_true_values, __pyx_k_true_values, sizeof(__pyx_k_true_values), 0, 0, 1, 1},
  {&__pyx_n_s_try_float, __pyx_k_try_float, sizeof(__pyx_k_try_float), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_date_and_time, __pyx_k_try_parse_date_and_time, sizeof(__pyx_k_try_parse_date_and_time), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_date_and_time_locals_l, __pyx_k_try_parse_date_and_time_locals_l, sizeof(__pyx_k_try_parse_date_and_time_locals_l), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_date_and_time_locals_p, __pyx_k_try_parse_date_and_time_locals_p, sizeof(__pyx_k_try_parse_date_and_time_locals_p), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_date_and_time_locals_p_2, __pyx_k_try_parse_date_and_time_locals_p_2, sizeof(__pyx_k_try_parse_date_and_time_locals_p_2), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_dates, __pyx_k_try_parse_dates, sizeof(__pyx_k_try_parse_dates), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_dates_locals_lambda, __pyx_k_try_parse_dates_locals_lambda, sizeof(__pyx_k_try_parse_dates_locals_lambda), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_dates_locals_parse_dat, __pyx_k_try_parse_dates_locals_parse_dat, sizeof(__pyx_k_try_parse_dates_locals_parse_dat), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_datetime_components, __pyx_k_try_parse_datetime_components, sizeof(__pyx_k_try_parse_datetime_components), 0, 0, 1, 1},
  {&__pyx_n_s_try_parse_year_month_day, __pyx_k_try_parse_year_month_day, sizeof(__pyx_k_try_parse_year_month_day), 0, 0, 1, 1},
  {&__pyx_n_s_tslib, __pyx_k_tslib, sizeof(__pyx_k_tslib), 0, 0, 1, 1},
  {&__pyx_n_s_tup, __pyx_k_tup, sizeof(__pyx_k_tup), 0, 0, 1, 1},
  {&__pyx_n_s_tuples, __pyx_k_tuples, sizeof(__pyx_k_tuples), 0, 0, 1, 1},
  {&__pyx_n_s_tuples_to_object_array, __pyx_k_tuples_to_object_array, sizeof(__pyx_k_tuples_to_object_array), 0, 0, 1, 1},
  {&__pyx_n_s_typ, __pyx_k_typ, sizeof(__pyx_k_typ), 0, 0, 1, 1},
  {&__pyx_n_s_type, __pyx_k_type, sizeof(__pyx_k_type), 0, 0, 1, 1},
  {&__pyx_n_s_u, __pyx_k_u, sizeof(__pyx_k_u), 0, 0, 1, 1},
  {&__pyx_n_s_u1, __pyx_k_u1, sizeof(__pyx_k_u1), 0, 0, 1, 1},
  {&__pyx_n_s_uint16, __pyx_k_uint16, sizeof(__pyx_k_uint16), 0, 0, 1, 1},
  {&__pyx_n_s_uint32, __pyx_k_uint32, sizeof(__pyx_k_uint32), 0, 0, 1, 1},
  {&__pyx_n_s_uint64, __pyx_k_uint64, sizeof(__pyx_k_uint64), 0, 0, 1, 1},
  {&__pyx_n_s_uint8, __pyx_k_uint8, sizeof(__pyx_k_uint8), 0, 0, 1, 1},
  {&__pyx_kp_s_unable_to_allocate_array_data, __pyx_k_unable_to_allocate_array_data, sizeof(__pyx_k_unable_to_allocate_array_data), 0, 0, 1, 0},
  {&__pyx_kp_s_unable_to_allocate_shape_and_str, __pyx_k_unable_to_allocate_shape_and_str, sizeof(__pyx_k_unable_to_allocate_shape_and_str), 0, 0, 1, 0},
  {&__pyx_kp_s_unbounded_slice, __pyx_k_unbounded_slice, sizeof(__pyx_k_unbounded_slice), 0, 0, 1, 0},
  {&__pyx_n_s_unicode, __pyx_k_unicode, sizeof(__pyx_k_unicode), 0, 0, 1, 1},
  {&__pyx_n_s_unicode_2, __pyx_k_unicode_2, sizeof(__pyx_k_unicode_2), 0, 0, 1, 1},
  {&__pyx_n_s_uniques, __pyx_k_uniques, sizeof(__pyx_k_uniques), 0, 0, 1, 1},
  {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0},
  {&__pyx_n_s_unpack, __pyx_k_unpack, sizeof(__pyx_k_unpack), 0, 0, 1, 1},
  {&__pyx_n_s_utcfromtimestamp, __pyx_k_utcfromtimestamp, sizeof(__pyx_k_utcfromtimestamp), 0, 0, 1, 1},
  {&__pyx_n_s_v, __pyx_k_v, sizeof(__pyx_k_v), 0, 0, 1, 1},
  {&__pyx_n_s_val, __pyx_k_val, sizeof(__pyx_k_val), 0, 0, 1, 1},
  {&__pyx_n_s_val_kind, __pyx_k_val_kind, sizeof(__pyx_k_val_kind), 0, 0, 1, 1},
  {&__pyx_n_s_val_name, __pyx_k_val_name, sizeof(__pyx_k_val_name), 0, 0, 1, 1},
  {&__pyx_kp_s_vals_must_be_ndarray, __pyx_k_vals_must_be_ndarray, sizeof(__pyx_k_vals_must_be_ndarray), 0, 0, 1, 0},
  {&__pyx_n_s_value, __pyx_k_value, sizeof(__pyx_k_value), 0, 0, 1, 1},
  {&__pyx_n_s_values, __pyx_k_values, sizeof(__pyx_k_values), 0, 0, 1, 1},
  {&__pyx_n_s_values_2, __pyx_k_values_2, sizeof(__pyx_k_values_2), 0, 0, 1, 1},
  {&__pyx_n_s_values_from_object, __pyx_k_values_from_object, sizeof(__pyx_k_values_from_object), 0, 0, 1, 1},
  {&__pyx_n_s_vc, __pyx_k_vc, sizeof(__pyx_k_vc), 0, 0, 1, 1},
  {&__pyx_n_s_vec_binop, __pyx_k_vec_binop, sizeof(__pyx_k_vec_binop), 0, 0, 1, 1},
  {&__pyx_n_s_vec_compare, __pyx_k_vec_compare, sizeof(__pyx_k_vec_compare), 0, 0, 1, 1},
  {&__pyx_n_s_vecs, __pyx_k_vecs, sizeof(__pyx_k_vecs), 0, 0, 1, 1},
  {&__pyx_n_s_version, __pyx_k_version, sizeof(__pyx_k_version), 0, 0, 1, 1},
  {&__pyx_n_s_view, __pyx_k_view, sizeof(__pyx_k_view), 0, 0, 1, 1},
  {&__pyx_n_s_write_csv_rows, __pyx_k_write_csv_rows, sizeof(__pyx_k_write_csv_rows), 0, 0, 1, 1},
  {&__pyx_n_s_writer, __pyx_k_writer, sizeof(__pyx_k_writer), 0, 0, 1, 1},
  {&__pyx_n_s_writerows, __pyx_k_writerows, sizeof(__pyx_k_writerows), 0, 0, 1, 1},
  {&__pyx_n_s_x, __pyx_k_x, sizeof(__pyx_k_x), 0, 0, 1, 1},
  {&__pyx_n_s_xrange, __pyx_k_xrange, sizeof(__pyx_k_xrange), 0, 0, 1, 1},
  {&__pyx_n_s_y, __pyx_k_y, sizeof(__pyx_k_y), 0, 0, 1, 1},
  {&__pyx_n_s_year, __pyx_k_year, sizeof(__pyx_k_year), 0, 0, 1, 1},
  {&__pyx_n_s_years, __pyx_k_years, sizeof(__pyx_k_years), 0, 0, 1, 1},
  {&__pyx_n_s_zeros, __pyx_k_zeros, sizeof(__pyx_k_zeros), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_property = __Pyx_GetBuiltinName(__pyx_n_s_property); if (!__pyx_builtin_property) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_Exception = __Pyx_GetBuiltinName(__pyx_n_s_Exception); if (!__pyx_builtin_Exception) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_AttributeError = __Pyx_GetBuiltinName(__pyx_n_s_AttributeError); if (!__pyx_builtin_AttributeError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 55; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_object = __Pyx_GetBuiltinName(__pyx_n_s_object); if (!__pyx_builtin_object) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 194; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 679; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_sum = __Pyx_GetBuiltinName(__pyx_n_s_sum); if (!__pyx_builtin_sum) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_enumerate = __Pyx_GetBuiltinName(__pyx_n_s_enumerate); if (!__pyx_builtin_enumerate) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_OverflowError = __Pyx_GetBuiltinName(__pyx_n_s_OverflowError); if (!__pyx_builtin_OverflowError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 746; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_MemoryError = __Pyx_GetBuiltinName(__pyx_n_s_MemoryError); if (!__pyx_builtin_MemoryError) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_builtin_Ellipsis = __Pyx_GetBuiltinName(__pyx_n_s_Ellipsis); if (!__pyx_builtin_Ellipsis) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 357; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if PY_MAJOR_VERSION >= 3
  __pyx_builtin_xrange = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_xrange) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #else
  __pyx_builtin_xrange = __Pyx_GetBuiltinName(__pyx_n_s_xrange); if (!__pyx_builtin_xrange) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  __pyx_builtin_id = __Pyx_GetBuiltinName(__pyx_n_s_id); if (!__pyx_builtin_id) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 569; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

static int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "pandas/lib.pyx":202
 * 
 * cdef inline int64_t get_timedelta64_value(val):
 *     return val.view('i8')             # <<<<<<<<<<<<<<
 * 
 * #----------------------------------------------------------------------
 */
  __pyx_tuple_ = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple_)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple_);
  __Pyx_GIVEREF(__pyx_tuple_);

  /* "pandas/lib.pyx":514
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
  __pyx_tuple__2 = PyTuple_Pack(1, __pyx_kp_s_all_arrays_must_be_same_length); if (unlikely(!__pyx_tuple__2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__2);
  __Pyx_GIVEREF(__pyx_tuple__2);

  /* "pandas/lib.pyx":542
 * 
 *     rev_indexer = np.empty(length, dtype=np.int64)
 *     rev_indexer.fill(-1)             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         idx = indexer[i]
 */
  __pyx_tuple__3 = PyTuple_Pack(1, __pyx_int_neg_1); if (unlikely(!__pyx_tuple__3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 542; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__3);
  __Pyx_GIVEREF(__pyx_tuple__3);

  /* "pandas/lib.pyx":637
 * 
 *     if not started:
 *         return slice(0, 0)             # <<<<<<<<<<<<<<
 *     if not finished:
 *         return slice(start, None)
 */
  __pyx_slice__4 = PySlice_New(__pyx_int_0, __pyx_int_0, Py_None); if (unlikely(!__pyx_slice__4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__4);
  __Pyx_GIVEREF(__pyx_slice__4);

  /* "pandas/lib.pyx":667
 *         flag = cpython.Py_NE
 *     else:
 *         raise ValueError('Unrecognized operator')             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 */
  __pyx_tuple__5 = PyTuple_Pack(1, __pyx_kp_s_Unrecognized_operator); if (unlikely(!__pyx_tuple__5)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 667; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__5);
  __Pyx_GIVEREF(__pyx_tuple__5);

  /* "pandas/lib.pyx":753
 *         flag = cpython.Py_NE
 *     else:
 *         raise ValueError('Unrecognized operator')             # <<<<<<<<<<<<<<
 * 
 *     result = np.empty(n, dtype=bool).view(np.uint8)
 */
  __pyx_tuple__6 = PyTuple_Pack(1, __pyx_kp_s_Unrecognized_operator); if (unlikely(!__pyx_tuple__6)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 753; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__6);
  __Pyx_GIVEREF(__pyx_tuple__6);

  /* "pandas/lib.pyx":1057
 * 
 *     if lenidx <= 0 or lenbin <= 0:
 *         raise ValueError("Invalid length for values or for binner")             # <<<<<<<<<<<<<<
 * 
 *     # check binner fits data
 */
  __pyx_tuple__7 = PyTuple_Pack(1, __pyx_kp_s_Invalid_length_for_values_or_for); if (unlikely(!__pyx_tuple__7)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1057; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__7);
  __Pyx_GIVEREF(__pyx_tuple__7);

  /* "pandas/lib.pyx":1061
 *     # check binner fits data
 *     if values[0] < binner[0]:
 *         raise ValueError("Values falls before first bin")             # <<<<<<<<<<<<<<
 * 
 *     if values[lenidx-1] > binner[lenbin-1]:
 */
  __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Values_falls_before_first_bin); if (unlikely(!__pyx_tuple__8)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1061; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);

  /* "pandas/lib.pyx":1064
 * 
 *     if values[lenidx-1] > binner[lenbin-1]:
 *         raise ValueError("Values falls after last bin")             # <<<<<<<<<<<<<<
 * 
 *     bins = np.empty(lenbin - 1, dtype=np.int64)
 */
  __pyx_tuple__9 = PyTuple_Pack(1, __pyx_kp_s_Values_falls_after_last_bin); if (unlikely(!__pyx_tuple__9)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1064; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__9);
  __Pyx_GIVEREF(__pyx_tuple__9);

  /* "pandas/lib.pyx":1244
 *         it = <flatiter> PyArray_IterNew(arr)
 *         if len(arr) != n:
 *             raise ValueError('all arrays must be same length')             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
  __pyx_tuple__11 = PyTuple_Pack(1, __pyx_kp_s_all_arrays_must_be_same_length); if (unlikely(!__pyx_tuple__11)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1244; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__11);
  __Pyx_GIVEREF(__pyx_tuple__11);

  /* "pandas/lib.pyx":1442
 * 
 *     if vals is None:
 *         raise TypeError("vals must be ndarray")             # <<<<<<<<<<<<<<
 * 
 *     n = vals.shape[0]
 */
  __pyx_tuple__12 = PyTuple_Pack(1, __pyx_kp_s_vals_must_be_ndarray); if (unlikely(!__pyx_tuple__12)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1442; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__12);
  __Pyx_GIVEREF(__pyx_tuple__12);

  /* "pandas/lib.pyx":1485
 *         step = <Py_ssize_t>s.step
 *         if step == 0:
 *             raise ValueError("slice step cannot be zero")             # <<<<<<<<<<<<<<
 * 
 *     if step > 0:
 */
  __pyx_tuple__13 = PyTuple_Pack(1, __pyx_kp_s_slice_step_cannot_be_zero); if (unlikely(!__pyx_tuple__13)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__13);
  __Pyx_GIVEREF(__pyx_tuple__13);

  /* "pandas/lib.pyx":1489
 *     if step > 0:
 *         if s.stop is None:
 *             raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *         stop = <Py_ssize_t>s.stop
 */
  __pyx_tuple__14 = PyTuple_Pack(1, __pyx_kp_s_unbounded_slice); if (unlikely(!__pyx_tuple__14)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1489; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__14);
  __Pyx_GIVEREF(__pyx_tuple__14);

  /* "pandas/lib.pyx":1500
 *     elif step < 0:
 *         if s.start is None:
 *             raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *         start = <Py_ssize_t>s.start
 */
  __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_unbounded_slice); if (unlikely(!__pyx_tuple__15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1500; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__15);
  __Pyx_GIVEREF(__pyx_tuple__15);

  /* "pandas/lib.pyx":1511
 * 
 *     if start < 0 or (stop < 0 and s.stop is not None):
 *         raise ValueError("unbounded slice")             # <<<<<<<<<<<<<<
 * 
 *     if stop < 0:
 */
  __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_unbounded_slice); if (unlikely(!__pyx_tuple__16)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1511; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__16);
  __Pyx_GIVEREF(__pyx_tuple__16);

  /* "pandas/lib.pyx":1531
 * 
 *     if slc is None:
 *         raise TypeError("slc should be a slice")             # <<<<<<<<<<<<<<
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,
 */
  __pyx_tuple__18 = PyTuple_Pack(1, __pyx_kp_s_slc_should_be_a_slice); if (unlikely(!__pyx_tuple__18)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1531; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "pandas/lib.pyx":1554
 * 
 *     if slc is None:
 *         raise TypeError("slc must be slice")             # <<<<<<<<<<<<<<
 * 
 *     PySlice_GetIndicesEx(<PySliceObject*>slc, objlen,
 */
  __pyx_tuple__20 = PyTuple_Pack(1, __pyx_kp_s_slc_must_be_slice); if (unlikely(!__pyx_tuple__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1554; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__20);
  __Pyx_GIVEREF(__pyx_tuple__20);

  /* "pandas/lib.pyx":1615
 *                 self._has_slice = True
 *             else:
 *                 arr = np.empty(0, dtype=np.int64)             # <<<<<<<<<<<<<<
 *                 self._as_array = arr
 *                 self._has_array = True
 */
  __pyx_tuple__21 = PyTuple_Pack(1, __pyx_int_0); if (unlikely(!__pyx_tuple__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__21);
  __Pyx_GIVEREF(__pyx_tuple__21);

  /* "pandas/lib.pyx":1654
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:
 *             raise TypeError('Not slice-like')             # <<<<<<<<<<<<<<
 *         else:
 *             return s
 */
  __pyx_tuple__22 = PyTuple_Pack(1, __pyx_kp_s_Not_slice_like); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1654; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__22);
  __Pyx_GIVEREF(__pyx_tuple__22);

  /* "pandas/lib.pyx":1723
 *             if ((step > 0 and start < 0) or
 *                 (step < 0 and stop < step)):
 *                 raise ValueError("iadd causes length change")             # <<<<<<<<<<<<<<
 * 
 *             if stop < 0:
 */
  __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_iadd_causes_length_change); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1723; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__23);
  __Pyx_GIVEREF(__pyx_tuple__23);

  /* "pandas/lib.pyx":1735
 *             newarr = self.as_array + other
 *             if (newarr < 0).any():
 *                 raise ValueError("iadd causes length change")             # <<<<<<<<<<<<<<
 * 
 *             self._as_array = newarr
 */
  __pyx_tuple__24 = PyTuple_Pack(1, __pyx_kp_s_iadd_causes_length_change); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1735; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__24);
  __Pyx_GIVEREF(__pyx_tuple__24);

  /* "pandas/src/reduce.pyx":24
 *         if axis == 0:
 *             if not arr.flags.f_contiguous:
 *                 arr = arr.copy('F')             # <<<<<<<<<<<<<<
 * 
 *             self.nresults = k
 */
  __pyx_tuple__25 = PyTuple_Pack(1, __pyx_n_s_F); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 24; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__25);
  __Pyx_GIVEREF(__pyx_tuple__25);

  /* "pandas/src/reduce.pyx":31
 *         else:
 *             if not arr.flags.c_contiguous:
 *                 arr = arr.copy('C')             # <<<<<<<<<<<<<<
 * 
 *             self.nresults = n
 */
  __pyx_tuple__26 = PyTuple_Pack(1, __pyx_n_s_C); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 31; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__26);
  __Pyx_GIVEREF(__pyx_tuple__26);

  /* "pandas/src/reduce.pyx":63
 * 
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if len(dummy) != self.chunksize:
 *                 raise ValueError('Dummy array must be length %d' % self.chunksize)
 */
  __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_Dummy_array_must_be_same_dtype); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);

  /* "pandas/src/reduce.pyx":154
 *             result[0] = res
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
  __pyx_tuple__28 = PyTuple_Pack(1, __pyx_kp_s_function_does_not_reduce); if (unlikely(!__pyx_tuple__28)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 154; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__28);
  __Pyx_GIVEREF(__pyx_tuple__28);

  /* "pandas/src/reduce.pyx":177
 *         values = series.values
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')             # <<<<<<<<<<<<<<
 *         self.arr = values
 *         self.typ = type(series)
 */
  __pyx_tuple__29 = PyTuple_Pack(1, __pyx_n_s_C); if (unlikely(!__pyx_tuple__29)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);

  /* "pandas/src/reduce.pyx":197
 * 
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)             # <<<<<<<<<<<<<<
 *             index = None
 *         else:
 */
  __pyx_tuple__30 = PyTuple_Pack(1, __pyx_int_0); if (unlikely(!__pyx_tuple__30)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__30);
  __Pyx_GIVEREF(__pyx_tuple__30);

  /* "pandas/src/reduce.pyx":202
 *             values = dummy.values
 *             if values.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 */
  __pyx_tuple__31 = PyTuple_Pack(1, __pyx_kp_s_Dummy_array_must_be_same_dtype); if (unlikely(!__pyx_tuple__31)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 202; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__31);
  __Pyx_GIVEREF(__pyx_tuple__31);

  /* "pandas/src/reduce.pyx":287
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
  __pyx_tuple__32 = PyTuple_Pack(1, __pyx_kp_s_function_does_not_reduce); if (unlikely(!__pyx_tuple__32)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 287; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__32);
  __Pyx_GIVEREF(__pyx_tuple__32);

  /* "pandas/src/reduce.pyx":312
 *         values = series.values
 *         if not values.flags.c_contiguous:
 *             values = values.copy('C')             # <<<<<<<<<<<<<<
 *         self.arr = values
 *         self.typ = type(series)
 */
  __pyx_tuple__33 = PyTuple_Pack(1, __pyx_n_s_C); if (unlikely(!__pyx_tuple__33)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);

  /* "pandas/src/reduce.pyx":327
 * 
 *         if dummy is None:
 *             values = np.empty(0, dtype=self.arr.dtype)             # <<<<<<<<<<<<<<
 *             index  = None
 *         else:
 */
  __pyx_tuple__34 = PyTuple_Pack(1, __pyx_int_0); if (unlikely(!__pyx_tuple__34)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__34);
  __Pyx_GIVEREF(__pyx_tuple__34);

  /* "pandas/src/reduce.pyx":332
 *             values = dummy.values
 *             if dummy.dtype != self.arr.dtype:
 *                 raise ValueError('Dummy array must be same dtype')             # <<<<<<<<<<<<<<
 *             if not values.flags.contiguous:
 *                 values = values.copy()
 */
  __pyx_tuple__35 = PyTuple_Pack(1, __pyx_kp_s_Dummy_array_must_be_same_dtype); if (unlikely(!__pyx_tuple__35)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__35);
  __Pyx_GIVEREF(__pyx_tuple__35);

  /* "pandas/src/reduce.pyx":420
 *             result = np.empty(self.ngroups, dtype='O')
 *         except Exception:
 *             raise ValueError('function does not reduce')             # <<<<<<<<<<<<<<
 *         return result
 * 
 */
  __pyx_tuple__36 = PyTuple_Pack(1, __pyx_kp_s_function_does_not_reduce); if (unlikely(!__pyx_tuple__36)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 420; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__36);
  __Pyx_GIVEREF(__pyx_tuple__36);

  /* "pandas/src/reduce.pyx":495
 * 
 *     if frame.index._has_complex_internals:
 *         raise InvalidApply('Cannot modify frame index internals')             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__37 = PyTuple_Pack(1, __pyx_kp_s_Cannot_modify_frame_index_intern); if (unlikely(!__pyx_tuple__37)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 495; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__37);
  __Pyx_GIVEREF(__pyx_tuple__37);

  /* "pandas/src/reduce.pyx":507
 *             result = f(chunk)
 *             if result is chunk:
 *                 raise InvalidApply('Function unsafe for fast apply')             # <<<<<<<<<<<<<<
 *         except:
 *             raise InvalidApply('Let this error raise above us')
 */
  __pyx_tuple__38 = PyTuple_Pack(1, __pyx_kp_s_Function_unsafe_for_fast_apply); if (unlikely(!__pyx_tuple__38)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 507; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__38);
  __Pyx_GIVEREF(__pyx_tuple__38);

  /* "pandas/src/reduce.pyx":509
 *                 raise InvalidApply('Function unsafe for fast apply')
 *         except:
 *             raise InvalidApply('Let this error raise above us')             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__39 = PyTuple_Pack(1, __pyx_kp_s_Let_this_error_raise_above_us); if (unlikely(!__pyx_tuple__39)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 509; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__39);
  __Pyx_GIVEREF(__pyx_tuple__39);

  /* "pandas/src/reduce.pyx":556
 *     def __init__(self, frame):
 *         self.frame = frame
 *         self.dummy = frame[:0]             # <<<<<<<<<<<<<<
 *         self.index = self.dummy.index
 * 
 */
  __pyx_slice__40 = PySlice_New(Py_None, __pyx_int_0, Py_None); if (unlikely(!__pyx_slice__40)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 556; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__40);
  __Pyx_GIVEREF(__pyx_slice__40);

  /* "pandas/src/reduce.pyx":618
 *     if labels is not None:
 *         if labels._has_complex_internals:
 *             raise Exception('Cannot use shortcut')             # <<<<<<<<<<<<<<
 * 
 *         # pass as an ndarray
 */
  __pyx_tuple__41 = PyTuple_Pack(1, __pyx_kp_s_Cannot_use_shortcut); if (unlikely(!__pyx_tuple__41)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 618; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__41);
  __Pyx_GIVEREF(__pyx_tuple__41);

  /* "pandas/src/inference.pyx":93
 * 
 *     if values.dtype != np.object_:
 *         values = values.astype('O')             # <<<<<<<<<<<<<<
 * 
 *     n = len(values)
 */
  __pyx_tuple__42 = PyTuple_Pack(1, __pyx_n_s_O); if (unlikely(!__pyx_tuple__42)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 93; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__42);
  __Pyx_GIVEREF(__pyx_tuple__42);

  /* "pandas/src/inference.pyx":205
 *         return True
 *     elif util.is_timedelta64_object(v):
 *         return v.view('int64') == iNaT             # <<<<<<<<<<<<<<
 *     elif util.is_datetime64_object(v):
 *         return v.view('int64') == iNaT
 */
  __pyx_tuple__43 = PyTuple_Pack(1, __pyx_n_s_int64); if (unlikely(!__pyx_tuple__43)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 205; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__43);
  __Pyx_GIVEREF(__pyx_tuple__43);

  /* "pandas/src/inference.pyx":207
 *         return v.view('int64') == iNaT
 *     elif util.is_datetime64_object(v):
 *         return v.view('int64') == iNaT             # <<<<<<<<<<<<<<
 *     elif util.is_integer_object(v):
 *         return v == iNaT
 */
  __pyx_tuple__44 = PyTuple_Pack(1, __pyx_n_s_int64); if (unlikely(!__pyx_tuple__44)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__44);
  __Pyx_GIVEREF(__pyx_tuple__44);

  /* "pandas/src/inference.pyx":522
 *                 seen_float = True
 *             else:
 *                 raise ValueError('Empty string encountered')             # <<<<<<<<<<<<<<
 *         elif util.is_complex_object(val):
 *             complexes[i] = val
 */
  __pyx_tuple__45 = PyTuple_Pack(1, __pyx_kp_s_Empty_string_encountered); if (unlikely(!__pyx_tuple__45)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 522; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__45);
  __Pyx_GIVEREF(__pyx_tuple__45);

  /* "pandas/src/inference.pyx":747
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst,default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return datetime.strptime(s, '%m/%d/%Y')
 */
  __pyx_tuple__47 = PyTuple_Pack(1, __pyx_n_s_s); if (unlikely(!__pyx_tuple__47)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 747; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__47);
  __Pyx_GIVEREF(__pyx_tuple__47);
  __pyx_codeobj__48 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__47, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_parse_date, 747, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__48)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 747; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":788
 *     n = len(dates)
 *     if len(times) != n:
 *         raise ValueError('Length of dates and times must be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
  __pyx_tuple__50 = PyTuple_Pack(1, __pyx_kp_s_Length_of_dates_and_times_must_b); if (unlikely(!__pyx_tuple__50)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 788; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__50);
  __Pyx_GIVEREF(__pyx_tuple__50);

  /* "pandas/src/inference.pyx":800
 *             parse_date = lambda x: parse(x, dayfirst=dayfirst, default=default)
 *         except ImportError: # pragma: no cover
 *             def parse_date(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return date.strptime(s, '%m/%d/%Y')
 */
  __pyx_tuple__51 = PyTuple_Pack(1, __pyx_n_s_s); if (unlikely(!__pyx_tuple__51)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__51);
  __Pyx_GIVEREF(__pyx_tuple__51);
  __pyx_codeobj__52 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__51, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_parse_date, 800, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__52)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 800; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":813
 *             parse_time = lambda x: parse(x)
 *         except ImportError: # pragma: no cover
 *             def parse_time(s):             # <<<<<<<<<<<<<<
 *                 try:
 *                     return time.strptime(s, '%H:%M:%S')
 */
  __pyx_tuple__53 = PyTuple_Pack(1, __pyx_n_s_s); if (unlikely(!__pyx_tuple__53)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 813; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__53);
  __Pyx_GIVEREF(__pyx_tuple__53);
  __pyx_codeobj__54 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__53, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_parse_time, 813, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__54)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 813; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":841
 *     n = len(years)
 *     if len(months) != n or len(days) != n:
 *         raise ValueError('Length of years/months/days must all be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
  __pyx_tuple__55 = PyTuple_Pack(1, __pyx_kp_s_Length_of_years_months_days_must); if (unlikely(!__pyx_tuple__55)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__55);
  __Pyx_GIVEREF(__pyx_tuple__55);

  /* "pandas/src/inference.pyx":868
 *     if (len(months) != n or len(days) != n or len(hours) != n or
 *         len(minutes) != n or len(seconds) != n):
 *         raise ValueError('Length of all datetime components must be equal')             # <<<<<<<<<<<<<<
 *     result = np.empty(n, dtype='O')
 * 
 */
  __pyx_tuple__56 = PyTuple_Pack(1, __pyx_kp_s_Length_of_all_datetime_component); if (unlikely(!__pyx_tuple__56)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 868; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__56);
  __Pyx_GIVEREF(__pyx_tuple__56);

  /* "pandas/src/inference.pyx":1117
 *     if n == 0:
 *         # kludge, for Series
 *         return np.empty(0, dtype='f8')             # <<<<<<<<<<<<<<
 * 
 *     keys = getattr(keys, 'values', keys)
 */
  __pyx_tuple__58 = PyTuple_Pack(1, __pyx_int_0); if (unlikely(!__pyx_tuple__58)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1117; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__58);
  __Pyx_GIVEREF(__pyx_tuple__58);

  /* "numpy.pxd":217
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 */
  __pyx_tuple__59 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__59)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__59);
  __Pyx_GIVEREF(__pyx_tuple__59);

  /* "numpy.pxd":221
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")             # <<<<<<<<<<<<<<
 * 
 *             info.buf = PyArray_DATA(self)
 */
  __pyx_tuple__60 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__60)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__60);
  __Pyx_GIVEREF(__pyx_tuple__60);

  /* "numpy.pxd":259
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 */
  __pyx_tuple__61 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__61)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__61);
  __Pyx_GIVEREF(__pyx_tuple__61);

  /* "numpy.pxd":803
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")             # <<<<<<<<<<<<<<
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 */
  __pyx_tuple__62 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__62)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__62);
  __Pyx_GIVEREF(__pyx_tuple__62);

  /* "numpy.pxd":807
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *             # One could encode it in the format string and have Cython
 *             # complain instead, BUT: < and > in format strings also imply
 */
  __pyx_tuple__63 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__63)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 807; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__63);
  __Pyx_GIVEREF(__pyx_tuple__63);

  /* "numpy.pxd":827
 *             t = child.type_num
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")             # <<<<<<<<<<<<<<
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 */
  __pyx_tuple__64 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__64)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__64);
  __Pyx_GIVEREF(__pyx_tuple__64);

  /* "util.pxd":41
 *         i += sz
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     return get_value_1d(arr, i)
 */
  __pyx_tuple__65 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__65)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 41; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__65);
  __Pyx_GIVEREF(__pyx_tuple__65);

  /* "util.pxd":58
 *         i += sz
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     assign_value_1d(arr, i, value)
 */
  __pyx_tuple__66 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__66)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__66);
  __Pyx_GIVEREF(__pyx_tuple__66);

  /* "View.MemoryView":127
 * 
 *         if not self.ndim:
 *             raise ValueError("Empty shape tuple for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if itemsize <= 0:
 */
  __pyx_tuple__67 = PyTuple_Pack(1, __pyx_kp_s_Empty_shape_tuple_for_cython_arr); if (unlikely(!__pyx_tuple__67)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 127; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__67);
  __Pyx_GIVEREF(__pyx_tuple__67);

  /* "View.MemoryView":130
 * 
 *         if itemsize <= 0:
 *             raise ValueError("itemsize <= 0 for cython.array")             # <<<<<<<<<<<<<<
 * 
 *         if isinstance(format, unicode):
 */
  __pyx_tuple__68 = PyTuple_Pack(1, __pyx_kp_s_itemsize_0_for_cython_array); if (unlikely(!__pyx_tuple__68)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 130; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__68);
  __Pyx_GIVEREF(__pyx_tuple__68);

  /* "View.MemoryView":142
 * 
 *         if not self._shape:
 *             raise MemoryError("unable to allocate shape and strides.")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__69 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_shape_and_str); if (unlikely(!__pyx_tuple__69)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__69);
  __Pyx_GIVEREF(__pyx_tuple__69);

  /* "View.MemoryView":170
 *             self.data = <char *>malloc(self.len)
 *             if not self.data:
 *                 raise MemoryError("unable to allocate array data.")             # <<<<<<<<<<<<<<
 * 
 *             if self.dtype_is_object:
 */
  __pyx_tuple__70 = PyTuple_Pack(1, __pyx_kp_s_unable_to_allocate_array_data); if (unlikely(!__pyx_tuple__70)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__70);
  __Pyx_GIVEREF(__pyx_tuple__70);

  /* "View.MemoryView":186
 *             bufmode = PyBUF_F_CONTIGUOUS | PyBUF_ANY_CONTIGUOUS
 *         if not (flags & bufmode):
 *             raise ValueError("Can only create a buffer that is contiguous in memory.")             # <<<<<<<<<<<<<<
 *         info.buf = self.data
 *         info.len = self.len
 */
  __pyx_tuple__71 = PyTuple_Pack(1, __pyx_kp_s_Can_only_create_a_buffer_that_is); if (unlikely(!__pyx_tuple__71)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__71);
  __Pyx_GIVEREF(__pyx_tuple__71);

  /* "View.MemoryView":445
 *             result = struct.unpack(self.view.format, bytesitem)
 *         except struct.error:
 *             raise ValueError("Unable to convert item to object")             # <<<<<<<<<<<<<<
 *         else:
 *             if len(self.view.format) == 1:
 */
  __pyx_tuple__72 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_item_to_object); if (unlikely(!__pyx_tuple__72)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 445; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__72);
  __Pyx_GIVEREF(__pyx_tuple__72);

  /* "View.MemoryView":521
 *             if self.view.strides == NULL:
 * 
 *                 raise ValueError("Buffer view does not expose strides")             # <<<<<<<<<<<<<<
 * 
 *             return tuple([self.view.strides[i] for i in xrange(self.view.ndim)])
 */
  __pyx_tuple__73 = PyTuple_Pack(1, __pyx_kp_s_Buffer_view_does_not_expose_stri); if (unlikely(!__pyx_tuple__73)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 521; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__73);
  __Pyx_GIVEREF(__pyx_tuple__73);

  /* "View.MemoryView":638
 *         if item is Ellipsis:
 *             if not seen_ellipsis:
 *                 result.extend([slice(None)] * (ndim - len(tup) + 1))             # <<<<<<<<<<<<<<
 *                 seen_ellipsis = True
 *             else:
 */
  __pyx_slice__74 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__74)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__74);
  __Pyx_GIVEREF(__pyx_slice__74);

  /* "View.MemoryView":641
 *                 seen_ellipsis = True
 *             else:
 *                 result.append(slice(None))             # <<<<<<<<<<<<<<
 *             have_slices = True
 *         else:
 */
  __pyx_slice__75 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__75)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 641; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__75);
  __Pyx_GIVEREF(__pyx_slice__75);

  /* "View.MemoryView":652
 *     nslices = ndim - len(result)
 *     if nslices:
 *         result.extend([slice(None)] * nslices)             # <<<<<<<<<<<<<<
 * 
 *     return have_slices or nslices, tuple(result)
 */
  __pyx_slice__76 = PySlice_New(Py_None, Py_None, Py_None); if (unlikely(!__pyx_slice__76)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 652; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__76);
  __Pyx_GIVEREF(__pyx_slice__76);

  /* "View.MemoryView":660
 *     for i in range(ndim):
 *         if suboffsets[i] >= 0:
 *             raise ValueError("Indirect dimensions not supported")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__77 = PyTuple_Pack(1, __pyx_kp_s_Indirect_dimensions_not_supporte); if (unlikely(!__pyx_tuple__77)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__77);
  __Pyx_GIVEREF(__pyx_tuple__77);

  /* "pandas/lib.pyx":76
 * import_ufunc()
 * 
 * def values_from_object(object o):             # <<<<<<<<<<<<<<
 *     """ return my values or the object if we are say an ndarray """
 *     cdef f
 */
  __pyx_tuple__78 = PyTuple_Pack(2, __pyx_n_s_o, __pyx_n_s_f); if (unlikely(!__pyx_tuple__78)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__78);
  __Pyx_GIVEREF(__pyx_tuple__78);
  __pyx_codeobj__79 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__78, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_values_from_object, 76, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__79)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":110
 * 
 * 
 * def ismember_nans(float64_t[:] arr, set values, bint hasnans):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_tuple__80 = PyTuple_Pack(7, __pyx_n_s_arr, __pyx_n_s_values, __pyx_n_s_hasnans, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_val); if (unlikely(!__pyx_tuple__80)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__80);
  __Pyx_GIVEREF(__pyx_tuple__80);
  __pyx_codeobj__81 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__80, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_ismember_nans, 110, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__81)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":125
 * 
 * 
 * def ismember(ndarray arr, set values):             # <<<<<<<<<<<<<<
 *     '''
 *     Checks whether
 */
  __pyx_tuple__82 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_val); if (unlikely(!__pyx_tuple__82)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__82);
  __Pyx_GIVEREF(__pyx_tuple__82);
  __pyx_codeobj__83 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__82, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_ismember, 125, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__83)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":177
 *     return gmtime(dt)
 * 
 * def array_to_timestamp(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[int64_t, ndim=1] result
 */
  __pyx_tuple__84 = PyTuple_Pack(4, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result); if (unlikely(!__pyx_tuple__84)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__84);
  __Pyx_GIVEREF(__pyx_tuple__84);
  __pyx_codeobj__85 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__84, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_array_to_timestamp, 177, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__85)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":189
 *     return result
 * 
 * def time64_to_datetime(ndarray[int64_t, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[object, ndim=1] result
 */
  __pyx_tuple__86 = PyTuple_Pack(4, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result); if (unlikely(!__pyx_tuple__86)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__86);
  __Pyx_GIVEREF(__pyx_tuple__86);
  __pyx_codeobj__87 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__86, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_time64_to_datetime, 189, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__87)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":238
 *         return util._checknull(val)
 * 
 * def isscalar(object val):             # <<<<<<<<<<<<<<
 *     """
 *     Return True if given value is scalar.
 */
  __pyx_tuple__88 = PyTuple_Pack(1, __pyx_n_s_val); if (unlikely(!__pyx_tuple__88)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__88);
  __Pyx_GIVEREF(__pyx_tuple__88);
  __pyx_codeobj__89 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__88, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_isscalar, 238, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__89)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":263
 * 
 * 
 * def item_from_zerodim(object val):             # <<<<<<<<<<<<<<
 *     """
 *     If the value is a zerodim array, return the item it contains.
 */
  __pyx_tuple__90 = PyTuple_Pack(1, __pyx_n_s_val); if (unlikely(!__pyx_tuple__90)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__90);
  __Pyx_GIVEREF(__pyx_tuple__90);
  __pyx_codeobj__91 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__90, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_item_from_zerodim, 263, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__91)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":284
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */
  __pyx_tuple__92 = PyTuple_Pack(5, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_val, __pyx_n_s_result); if (unlikely(!__pyx_tuple__92)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__92);
  __Pyx_GIVEREF(__pyx_tuple__92);
  __pyx_codeobj__93 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__92, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_isnullobj, 284, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__93)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":298
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj_old(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */
  __pyx_tuple__94 = PyTuple_Pack(5, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_val, __pyx_n_s_result); if (unlikely(!__pyx_tuple__94)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__94);
  __Pyx_GIVEREF(__pyx_tuple__94);
  __pyx_codeobj__95 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__94, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_isnullobj_old, 298, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__95)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":312
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */
  __pyx_tuple__96 = PyTuple_Pack(7, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_m, __pyx_n_s_val, __pyx_n_s_result); if (unlikely(!__pyx_tuple__96)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__96);
  __Pyx_GIVEREF(__pyx_tuple__96);
  __pyx_codeobj__97 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__96, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_isnullobj2d, 312, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__97)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":328
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d_old(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */
  __pyx_tuple__98 = PyTuple_Pack(7, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_m, __pyx_n_s_val, __pyx_n_s_result); if (unlikely(!__pyx_tuple__98)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__98);
  __Pyx_GIVEREF(__pyx_tuple__98);
  __pyx_codeobj__99 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__98, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_isnullobj2d_old, 328, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__99)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":342
 *     return result.view(np.bool_)
 * 
 * def list_to_object_array(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Convert list to object ndarray. Seriously can't believe I had to write this
 */
  __pyx_tuple__100 = PyTuple_Pack(4, __pyx_n_s_obj, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_arr); if (unlikely(!__pyx_tuple__100)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__100);
  __Pyx_GIVEREF(__pyx_tuple__100);
  __pyx_codeobj__101 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__100, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_list_to_object_array, 342, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__101)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":362
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__102 = PyTuple_Pack(7, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_uniques, __pyx_n_s_table, __pyx_n_s_val, __pyx_n_s_stub); if (unlikely(!__pyx_tuple__102)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__102);
  __Pyx_GIVEREF(__pyx_tuple__102);
  __pyx_codeobj__103 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__102, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_unique, 362, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__103)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":383
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple(list arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         ndarray[object] buf
 */
  __pyx_tuple__104 = PyTuple_Pack(10, __pyx_n_s_arrays, __pyx_n_s_buf, __pyx_n_s_k, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_uniques, __pyx_n_s_table, __pyx_n_s_val, __pyx_n_s_stub); if (unlikely(!__pyx_tuple__104)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__104);
  __Pyx_GIVEREF(__pyx_tuple__104);
  __pyx_codeobj__105 = (PyObject*)__Pyx_PyCode_New(1, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__104, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_unique_multiple, 383, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__105)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":409
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list(list lists):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */
  __pyx_tuple__106 = PyTuple_Pack(10, __pyx_n_s_lists, __pyx_n_s_buf, __pyx_n_s_k, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_uniques, __pyx_n_s_table, __pyx_n_s_val, __pyx_n_s_stub); if (unlikely(!__pyx_tuple__106)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__106);
  __Pyx_GIVEREF(__pyx_tuple__106);
  __pyx_codeobj__107 = (PyObject*)__Pyx_PyCode_New(1, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__106, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_unique_multiple_list, 409, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__107)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":435
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list_gen(object gen):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */
  __pyx_tuple__108 = PyTuple_Pack(8, __pyx_n_s_gen, __pyx_n_s_buf, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_uniques, __pyx_n_s_table, __pyx_n_s_val, __pyx_n_s_stub); if (unlikely(!__pyx_tuple__108)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__108);
  __Pyx_GIVEREF(__pyx_tuple__108);
  __pyx_codeobj__109 = (PyObject*)__Pyx_PyCode_New(1, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__108, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_unique_multiple_list_gen, 435, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__109)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":460
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def dicts_to_array(list dicts, list columns):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, k, n
 */
  __pyx_tuple__110 = PyTuple_Pack(10, __pyx_n_s_dicts, __pyx_n_s_columns, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_k, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_row, __pyx_n_s_col, __pyx_n_s_onan); if (unlikely(!__pyx_tuple__110)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__110);
  __Pyx_GIVEREF(__pyx_tuple__110);
  __pyx_codeobj__111 = (PyObject*)__Pyx_PyCode_New(2, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__110, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_dicts_to_array, 460, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__111)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":483
 *     return result
 * 
 * def fast_zip(list ndarrays):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */
  __pyx_tuple__112 = PyTuple_Pack(10, __pyx_n_s_ndarrays, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_k, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_it, __pyx_n_s_val, __pyx_n_s_tup, __pyx_n_s_arr); if (unlikely(!__pyx_tuple__112)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__112);
  __Pyx_GIVEREF(__pyx_tuple__112);
  __pyx_codeobj__113 = (PyObject*)__Pyx_PyCode_New(1, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__112, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_zip, 483, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__113)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":524
 *     return result
 * 
 * def get_reverse_indexer(ndarray[int64_t] indexer, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *     """
 *     Reverse indexing operation.
 */
  __pyx_tuple__114 = PyTuple_Pack(6, __pyx_n_s_indexer, __pyx_n_s_length, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_rev_indexer, __pyx_n_s_idx); if (unlikely(!__pyx_tuple__114)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__114);
  __Pyx_GIVEREF(__pyx_tuple__114);
  __pyx_codeobj__115 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__114, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_get_reverse_indexer, 524, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__115)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":551
 * 
 * 
 * def has_infs_f4(ndarray[float32_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_tuple__116 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_inf, __pyx_n_s_neginf, __pyx_n_s_val); if (unlikely(!__pyx_tuple__116)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__116);
  __Pyx_GIVEREF(__pyx_tuple__116);
  __pyx_codeobj__117 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__116, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_has_infs_f4, 551, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__117)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":565
 *     return False
 * 
 * def has_infs_f8(ndarray[float64_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_tuple__118 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_inf, __pyx_n_s_neginf, __pyx_n_s_val); if (unlikely(!__pyx_tuple__118)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__118);
  __Pyx_GIVEREF(__pyx_tuple__118);
  __pyx_codeobj__119 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__118, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_has_infs_f8, 565, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__119)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":579
 *     return False
 * 
 * def convert_timestamps(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object val, f, result
 */
  __pyx_tuple__120 = PyTuple_Pack(9, __pyx_n_s_values, __pyx_n_s_val, __pyx_n_s_f, __pyx_n_s_result, __pyx_n_s_cache_2, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_out, __pyx_n_s_datetime); if (unlikely(!__pyx_tuple__120)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__120);
  __Pyx_GIVEREF(__pyx_tuple__120);
  __pyx_codeobj__121 = (PyObject*)__Pyx_PyCode_New(1, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__120, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_convert_timestamps, 579, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__121)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":602
 *     return out
 * 
 * def maybe_indices_to_slice(ndarray[int64_t] indices):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(indices)
 */
  __pyx_tuple__122 = PyTuple_Pack(3, __pyx_n_s_indices, __pyx_n_s_i, __pyx_n_s_n); if (unlikely(!__pyx_tuple__122)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__122);
  __Pyx_GIVEREF(__pyx_tuple__122);
  __pyx_codeobj__123 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__122, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_maybe_indices_to_slice, 602, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__123)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":615
 * 
 * 
 * def maybe_booleans_to_slice(ndarray[uint8_t] mask):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(mask)
 */
  __pyx_tuple__124 = PyTuple_Pack(7, __pyx_n_s_mask, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_start, __pyx_n_s_end, __pyx_n_s_started, __pyx_n_s_finished); if (unlikely(!__pyx_tuple__124)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__124);
  __Pyx_GIVEREF(__pyx_tuple__124);
  __pyx_codeobj__125 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__124, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_maybe_booleans_to_slice, 615, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__125)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":646
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_compare(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */
  __pyx_tuple__126 = PyTuple_Pack(9, __pyx_n_s_values, __pyx_n_s_val, __pyx_n_s_op, __pyx_n_s_operator, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_flag, __pyx_n_s_x); if (unlikely(!__pyx_tuple__126)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__126);
  __Pyx_GIVEREF(__pyx_tuple__126);
  __pyx_codeobj__127 = (PyObject*)__Pyx_PyCode_New(3, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__126, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_scalar_compare, 646, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__127)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":704
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def array_equivalent_object(ndarray[object] left, ndarray[object] right):             # <<<<<<<<<<<<<<
 *     """ perform an element by element comparion on 1-d object arrays
 *         taking into account nan positions """
 */
  __pyx_tuple__128 = PyTuple_Pack(6, __pyx_n_s_left, __pyx_n_s_right, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_x, __pyx_n_s_y); if (unlikely(!__pyx_tuple__128)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__128);
  __Pyx_GIVEREF(__pyx_tuple__128);
  __pyx_codeobj__129 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__128, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_array_equivalent_object, 704, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__129)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":729
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_compare(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */
  __pyx_tuple__130 = PyTuple_Pack(10, __pyx_n_s_left, __pyx_n_s_right, __pyx_n_s_op, __pyx_n_s_operator, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_flag, __pyx_n_s_x, __pyx_n_s_y); if (unlikely(!__pyx_tuple__130)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__130);
  __Pyx_GIVEREF(__pyx_tuple__130);
  __pyx_codeobj__131 = (PyObject*)__Pyx_PyCode_New(3, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__130, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_vec_compare, 729, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__131)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":781
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_binop(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__132 = PyTuple_Pack(7, __pyx_n_s_values, __pyx_n_s_val, __pyx_n_s_op, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_x); if (unlikely(!__pyx_tuple__132)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__132);
  __Pyx_GIVEREF(__pyx_tuple__132);
  __pyx_codeobj__133 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__132, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_scalar_binop, 781, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__133)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":803
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_binop(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(left)
 */
  __pyx_tuple__134 = PyTuple_Pack(8, __pyx_n_s_left, __pyx_n_s_right, __pyx_n_s_op, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_x, __pyx_n_s_y); if (unlikely(!__pyx_tuple__134)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__134);
  __Pyx_GIVEREF(__pyx_tuple__134);
  __pyx_codeobj__135 = (PyObject*)__Pyx_PyCode_New(3, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__134, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_vec_binop, 803, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__135)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":830
 * 
 * 
 * def astype_intsafe(ndarray[object] arr, new_dtype):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_tuple__136 = PyTuple_Pack(7, __pyx_n_s_arr, __pyx_n_s_new_dtype, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_v, __pyx_n_s_is_datelike, __pyx_n_s_result); if (unlikely(!__pyx_tuple__136)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__136);
  __Pyx_GIVEREF(__pyx_tuple__136);
  __pyx_codeobj__137 = (PyObject*)__Pyx_PyCode_New(2, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__136, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_astype_intsafe, 830, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__137)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":870
 *     return result
 * 
 * def clean_index_list(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Utility used in pandas.core.index._ensure_index
 */
  __pyx_tuple__138 = PyTuple_Pack(6, __pyx_n_s_obj, __pyx_n_s_converted, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_v, __pyx_n_s_all_arrays); if (unlikely(!__pyx_tuple__138)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__138);
  __Pyx_GIVEREF(__pyx_tuple__138);
  __pyx_codeobj__139 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__138, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_clean_index_list, 870, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__139)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":901
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def max_len_string_array(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     """ return the maximum size of elements in a 1-dim string array """
 *     cdef:
 */
  __pyx_tuple__140 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_m, __pyx_n_s_l, __pyx_n_s_length, __pyx_n_s_v); if (unlikely(!__pyx_tuple__140)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__140);
  __Pyx_GIVEREF(__pyx_tuple__140);
  __pyx_codeobj__141 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__140, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_max_len_string_array, 901, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__141)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":921
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def string_array_replace_from_nan_rep(ndarray[object, ndim=1] arr, object nan_rep, object replace = None):             # <<<<<<<<<<<<<<
 *     """ replace the values in the array with replacement if they are nan_rep; return the same array """
 * 
 */
  __pyx_tuple__142 = PyTuple_Pack(5, __pyx_n_s_arr, __pyx_n_s_nan_rep, __pyx_n_s_replace, __pyx_n_s_length, __pyx_n_s_i); if (unlikely(!__pyx_tuple__142)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__142);
  __Pyx_GIVEREF(__pyx_tuple__142);
  __pyx_codeobj__143 = (PyObject*)__Pyx_PyCode_New(3, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__142, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_string_array_replace_from_nan_re, 921, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__143)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":936
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def write_csv_rows(list data, list data_index, int nlevels, list cols, object writer):             # <<<<<<<<<<<<<<
 * 
 *     cdef int N, j, i, ncols
 */
  __pyx_tuple__144 = PyTuple_Pack(13, __pyx_n_s_data_2, __pyx_n_s_data_index, __pyx_n_s_nlevels, __pyx_n_s_cols, __pyx_n_s_writer, __pyx_n_s_N, __pyx_n_s_j, __pyx_n_s_i, __pyx_n_s_ncols, __pyx_n_s_rows, __pyx_n_s_val, __pyx_n_s_row, __pyx_n_s_x); if (unlikely(!__pyx_tuple__144)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__144);
  __Pyx_GIVEREF(__pyx_tuple__144);
  __pyx_codeobj__145 = (PyObject*)__Pyx_PyCode_New(5, 0, 13, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__144, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_write_csv_rows, 936, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__145)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":984
 * 
 * @cython.boundscheck(False)
 * def arrmap(ndarray[object] index, object func):             # <<<<<<<<<<<<<<
 *     cdef int length = index.shape[0]
 *     cdef int i = 0
 */
  __pyx_tuple__146 = PyTuple_Pack(5, __pyx_n_s_index, __pyx_n_s_func, __pyx_n_s_length, __pyx_n_s_i, __pyx_n_s_result); if (unlikely(!__pyx_tuple__146)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__146);
  __Pyx_GIVEREF(__pyx_tuple__146);
  __pyx_codeobj__147 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__146, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_arrmap, 984, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__147)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":997
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def is_lexsorted(list list_of_arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int i
 */
  __pyx_tuple__148 = PyTuple_Pack(9, __pyx_n_s_list_of_arrays, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_nlevels, __pyx_n_s_k, __pyx_n_s_cur, __pyx_n_s_pre, __pyx_n_s_arr, __pyx_n_s_vecs); if (unlikely(!__pyx_tuple__148)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__148);
  __Pyx_GIVEREF(__pyx_tuple__148);
  __pyx_codeobj__149 = (PyObject*)__Pyx_PyCode_New(1, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__148, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_is_lexsorted, 997, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__149)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1036
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def generate_bins_dt64(ndarray[int64_t] values, ndarray[int64_t] binner,             # <<<<<<<<<<<<<<
 *                        object closed='left', bint hasnans=0):
 *     """
 */
  __pyx_tuple__150 = PyTuple_Pack(16, __pyx_n_s_values, __pyx_n_s_binner, __pyx_n_s_closed, __pyx_n_s_hasnans, __pyx_n_s_lenidx, __pyx_n_s_lenbin, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_bc, __pyx_n_s_vc, __pyx_n_s_bins, __pyx_n_s_l_bin, __pyx_n_s_r_bin, __pyx_n_s_nat_count, __pyx_n_s_right_closed, __pyx_n_s_mask); if (unlikely(!__pyx_tuple__150)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__150);
  __Pyx_GIVEREF(__pyx_tuple__150);
  __pyx_codeobj__151 = (PyObject*)__Pyx_PyCode_New(4, 0, 16, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__150, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_generate_bins_dt64, 1036, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__151)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1101
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset(ndarray[float64_t, ndim=2] values,             # <<<<<<<<<<<<<<
 *                     ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */
  __pyx_tuple__152 = PyTuple_Pack(8, __pyx_n_s_values, __pyx_n_s_mask, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_k, __pyx_n_s_pos, __pyx_n_s_out); if (unlikely(!__pyx_tuple__152)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__152);
  __Pyx_GIVEREF(__pyx_tuple__152);
  __pyx_codeobj__153 = (PyObject*)__Pyx_PyCode_New(2, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__152, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_row_bool_subset, 1101, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__153)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1122
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset_object(ndarray[object, ndim=2] values,             # <<<<<<<<<<<<<<
 *                            ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */
  __pyx_tuple__154 = PyTuple_Pack(8, __pyx_n_s_values, __pyx_n_s_mask, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_k, __pyx_n_s_pos, __pyx_n_s_out); if (unlikely(!__pyx_tuple__154)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__154);
  __Pyx_GIVEREF(__pyx_tuple__154);
  __pyx_codeobj__155 = (PyObject*)__Pyx_PyCode_New(2, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__154, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_row_bool_subset_object, 1122, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__155)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1142
 * 
 * 
 * def group_count(ndarray[int64_t] values, Py_ssize_t size):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__156 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_size, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_counts); if (unlikely(!__pyx_tuple__156)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__156);
  __Pyx_GIVEREF(__pyx_tuple__156);
  __pyx_codeobj__157 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__156, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_group_count, 1142, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__157)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1152
 *     return counts
 * 
 * def lookup_values(ndarray[object] values, dict mapping):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__158 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_mapping, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result); if (unlikely(!__pyx_tuple__158)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__158);
  __Pyx_GIVEREF(__pyx_tuple__158);
  __pyx_codeobj__159 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__158, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_lookup_values, 1152, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__159)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1162
 * 
 * 
 * def count_level_1d(ndarray[uint8_t, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */
  __pyx_tuple__160 = PyTuple_Pack(6, __pyx_n_s_mask, __pyx_n_s_labels, __pyx_n_s_max_bin, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_counts); if (unlikely(!__pyx_tuple__160)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__160);
  __Pyx_GIVEREF(__pyx_tuple__160);
  __pyx_codeobj__161 = (PyObject*)__Pyx_PyCode_New(3, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__160, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_count_level_1d, 1162, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__161)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1179
 * 
 * 
 * def count_level_2d(ndarray[uint8_t, ndim=2, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */
  __pyx_tuple__162 = PyTuple_Pack(8, __pyx_n_s_mask, __pyx_n_s_labels, __pyx_n_s_max_bin, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_k, __pyx_n_s_n, __pyx_n_s_counts); if (unlikely(!__pyx_tuple__162)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__162);
  __Pyx_GIVEREF(__pyx_tuple__162);
  __pyx_codeobj__163 = (PyObject*)__Pyx_PyCode_New(3, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__162, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_count_level_2d, 1179, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__163)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1210
 * pandas_null = _PandasNull()
 * 
 * def fast_zip_fillna(list ndarrays, fill_value=pandas_null):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */
  __pyx_tuple__164 = PyTuple_Pack(11, __pyx_n_s_ndarrays, __pyx_n_s_fill_value, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_k, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_it, __pyx_n_s_val, __pyx_n_s_tup, __pyx_n_s_arr); if (unlikely(!__pyx_tuple__164)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__164);
  __Pyx_GIVEREF(__pyx_tuple__164);
  __pyx_codeobj__165 = (PyObject*)__Pyx_PyCode_New(2, 0, 11, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__164, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_fast_zip_fillna, 1210, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__165)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1257
 *     return result
 * 
 * def duplicated(ndarray[object] values, take_last=False):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_tuple__166 = PyTuple_Pack(7, __pyx_n_s_values, __pyx_n_s_take_last, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_seen, __pyx_n_s_row, __pyx_n_s_result); if (unlikely(!__pyx_tuple__166)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__166);
  __Pyx_GIVEREF(__pyx_tuple__166);
  __pyx_codeobj__167 = (PyObject*)__Pyx_PyCode_New(2, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__166, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_duplicated, 1257, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__167)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1286
 *     return result.view(np.bool_)
 * 
 * def generate_slices(ndarray[int64_t] labels, Py_ssize_t ngroups):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, group_size, n, lab, start
 */
  __pyx_tuple__168 = PyTuple_Pack(10, __pyx_n_s_labels, __pyx_n_s_ngroups, __pyx_n_s_i, __pyx_n_s_group_size, __pyx_n_s_n, __pyx_n_s_lab, __pyx_n_s_start, __pyx_n_s_slobj, __pyx_n_s_starts, __pyx_n_s_ends); if (unlikely(!__pyx_tuple__168)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__168);
  __Pyx_GIVEREF(__pyx_tuple__168);
  __pyx_codeobj__169 = (PyObject*)__Pyx_PyCode_New(2, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__168, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_generate_slices, 1286, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__169)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1311
 * 
 * 
 * def indices_fast(object index, ndarray[int64_t] labels, list keys,             # <<<<<<<<<<<<<<
 *                  list sorted_labels):
 *     cdef:
 */
  __pyx_tuple__170 = PyTuple_Pack(14, __pyx_n_s_index, __pyx_n_s_labels, __pyx_n_s_keys, __pyx_n_s_sorted_labels, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_k, __pyx_n_s_lab, __pyx_n_s_cur, __pyx_n_s_start, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_tup, __pyx_n_s_val); if (unlikely(!__pyx_tuple__170)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__170);
  __Pyx_GIVEREF(__pyx_tuple__170);
  __pyx_codeobj__171 = (PyObject*)__Pyx_PyCode_New(4, 0, 14, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__170, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_indices_fast, 1311, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__171)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */
  __pyx_tuple__172 = PyTuple_Pack(18, __pyx_n_s_blknos, __pyx_n_s_group, __pyx_n_s_cur_blkno, __pyx_n_s_i, __pyx_n_s_start, __pyx_n_s_stop, __pyx_n_s_n, __pyx_n_s_diff, __pyx_n_s_group_order, __pyx_n_s_group_slices, __pyx_n_s_res_view, __pyx_n_s_group_dict, __pyx_n_s_blkno, __pyx_n_s_slices, __pyx_n_s_tot_len, __pyx_n_s_result, __pyx_n_s_genexpr, __pyx_n_s_genexpr); if (unlikely(!__pyx_tuple__172)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__172);
  __Pyx_GIVEREF(__pyx_tuple__172);
  __pyx_codeobj__173 = (PyObject*)__Pyx_PyCode_New(2, 0, 18, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__172, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_get_blkno_indexers, 1354, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__173)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/lib.pyx":1562
 * 
 * 
 * def slice_getitem(slice slc not None, ind):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t s_start, s_stop, s_step, s_len
 */
  __pyx_tuple__174 = PyTuple_Pack(10, __pyx_n_s_slc, __pyx_n_s_ind, __pyx_n_s_s_start, __pyx_n_s_s_stop, __pyx_n_s_s_step, __pyx_n_s_s_len, __pyx_n_s_ind_start, __pyx_n_s_ind_stop, __pyx_n_s_ind_step, __pyx_n_s_ind_len); if (unlikely(!__pyx_tuple__174)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__174);
  __Pyx_GIVEREF(__pyx_tuple__174);
  __pyx_codeobj__175 = (PyObject*)__Pyx_PyCode_New(2, 0, 10, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__174, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_lib, __pyx_n_s_slice_getitem, 1562, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__175)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/reduce.pyx":485
 *     pass
 * 
 * def apply_frame_axis0(object frame, object f, object names,             # <<<<<<<<<<<<<<
 *                       ndarray[int64_t] starts, ndarray[int64_t] ends):
 *     cdef:
 */
  __pyx_tuple__176 = PyTuple_Pack(15, __pyx_n_s_frame, __pyx_n_s_f, __pyx_n_s_names, __pyx_n_s_starts, __pyx_n_s_ends, __pyx_n_s_slider, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_results, __pyx_n_s_piece, __pyx_n_s_item_cache_2, __pyx_n_s_chunk, __pyx_n_s_shape_before, __pyx_n_s_result, __pyx_n_s_mutated); if (unlikely(!__pyx_tuple__176)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__176);
  __Pyx_GIVEREF(__pyx_tuple__176);
  __pyx_codeobj__177 = (PyObject*)__Pyx_PyCode_New(5, 0, 15, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__176, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_reduce_pyx, __pyx_n_s_apply_frame_axis0, 485, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__177)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/reduce.pyx":604
 *             arr.shape[1] = 0
 * 
 * def reduce(arr, f, axis=0, dummy=None, labels=None):             # <<<<<<<<<<<<<<
 *     """
 * 
 */
  __pyx_tuple__178 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_f, __pyx_n_s_axis, __pyx_n_s_dummy, __pyx_n_s_labels, __pyx_n_s_reducer); if (unlikely(!__pyx_tuple__178)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__178);
  __Pyx_GIVEREF(__pyx_tuple__178);
  __pyx_codeobj__179 = (PyObject*)__Pyx_PyCode_New(5, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__178, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_reduce_pyx, __pyx_n_s_reduce, 604, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__179)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":7
 * 
 * # core.common import for fast inference checks
 * def is_float(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_float_object(obj)
 * 
 */
  __pyx_tuple__180 = PyTuple_Pack(1, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__180)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__180);
  __Pyx_GIVEREF(__pyx_tuple__180);
  __pyx_codeobj__181 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__180, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_float, 7, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__181)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":10
 *     return util.is_float_object(obj)
 * 
 * def is_integer(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(obj)
 * 
 */
  __pyx_tuple__182 = PyTuple_Pack(1, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__182)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__182);
  __Pyx_GIVEREF(__pyx_tuple__182);
  __pyx_codeobj__183 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__182, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_integer, 10, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__183)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":13
 *     return util.is_integer_object(obj)
 * 
 * def is_bool(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_bool_object(obj)
 * 
 */
  __pyx_tuple__184 = PyTuple_Pack(1, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__184)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__184);
  __Pyx_GIVEREF(__pyx_tuple__184);
  __pyx_codeobj__185 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__184, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_bool, 13, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__185)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":16
 *     return util.is_bool_object(obj)
 * 
 * def is_complex(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_complex_object(obj)
 * 
 */
  __pyx_tuple__186 = PyTuple_Pack(1, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__186)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__186);
  __Pyx_GIVEREF(__pyx_tuple__186);
  __pyx_codeobj__187 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__186, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_complex, 16, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__187)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":19
 *     return util.is_complex_object(obj)
 * 
 * def is_period(object val):             # <<<<<<<<<<<<<<
 *     """ Return a boolean if this is a Period object """
 *     return util.is_period_object(val)
 */
  __pyx_tuple__188 = PyTuple_Pack(1, __pyx_n_s_val); if (unlikely(!__pyx_tuple__188)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__188);
  __Pyx_GIVEREF(__pyx_tuple__188);
  __pyx_codeobj__189 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__188, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_period, 19, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__189)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":68
 *     pass
 * 
 * def infer_dtype(object _values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_tuple__190 = PyTuple_Pack(7, __pyx_n_s_values_2, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_val, __pyx_n_s_values, __pyx_n_s_val_name, __pyx_n_s_val_kind); if (unlikely(!__pyx_tuple__190)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__190);
  __Pyx_GIVEREF(__pyx_tuple__190);
  __pyx_codeobj__191 = (PyObject*)__Pyx_PyCode_New(1, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__190, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_infer_dtype, 68, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__191)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":173
 *     return 'mixed'
 * 
 * def infer_dtype_list(list values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__192 = PyTuple_Pack(3, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n); if (unlikely(!__pyx_tuple__192)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__192);
  __Pyx_GIVEREF(__pyx_tuple__192);
  __pyx_codeobj__193 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__192, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_infer_dtype_list, 173, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__193)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":179
 * 
 * 
 * def is_possible_datetimelike_array(object arr):             # <<<<<<<<<<<<<<
 *     # determine if we have a possible datetimelike (or null-like) array
 *     cdef:
 */
  __pyx_tuple__194 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_seen_timedelta, __pyx_n_s_seen_datetime, __pyx_n_s_v); if (unlikely(!__pyx_tuple__194)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__194);
  __Pyx_GIVEREF(__pyx_tuple__194);
  __pyx_codeobj__195 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__194, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_possible_datetimelike_array, 179, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__195)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":226
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 * def is_bool_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__196 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__196)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__196);
  __Pyx_GIVEREF(__pyx_tuple__196);
  __pyx_codeobj__197 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__196, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_bool_array, 226, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__197)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":247
 *         return False
 * 
 * def is_integer(object o):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(o)
 * 
 */
  __pyx_tuple__198 = PyTuple_Pack(1, __pyx_n_s_o); if (unlikely(!__pyx_tuple__198)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__198);
  __Pyx_GIVEREF(__pyx_tuple__198);
  __pyx_codeobj__199 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__198, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_integer, 247, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__199)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":250
 *     return util.is_integer_object(o)
 * 
 * def is_integer_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__200 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__200)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__200);
  __Pyx_GIVEREF(__pyx_tuple__200);
  __pyx_codeobj__201 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__200, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_integer_array, 250, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__201)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":271
 *         return False
 * 
 * def is_integer_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__202 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__202)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__202);
  __Pyx_GIVEREF(__pyx_tuple__202);
  __pyx_codeobj__203 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__202, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_integer_float_array, 271, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__203)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":294
 *         return False
 * 
 * def is_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__204 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__204)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__204);
  __Pyx_GIVEREF(__pyx_tuple__204);
  __pyx_codeobj__205 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__204, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_float_array, 294, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__205)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":315
 *         return False
 * 
 * def is_string_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__206 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__206)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__206);
  __Pyx_GIVEREF(__pyx_tuple__206);
  __pyx_codeobj__207 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__206, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_string_array, 315, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__207)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":336
 *         return False
 * 
 * def is_unicode_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_tuple__208 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_objbuf, __pyx_n_s_obj); if (unlikely(!__pyx_tuple__208)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__208);
  __Pyx_GIVEREF(__pyx_tuple__208);
  __pyx_codeobj__209 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__208, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_unicode_array, 336, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__209)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":358
 * 
 * 
 * def is_datetime_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_tuple__210 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_null_count, __pyx_n_s_n, __pyx_n_s_v); if (unlikely(!__pyx_tuple__210)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__210);
  __Pyx_GIVEREF(__pyx_tuple__210);
  __pyx_codeobj__211 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__210, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_datetime_array, 358, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__211)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":375
 *     return null_count != n
 * 
 * def is_datetime64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_tuple__212 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_null_count, __pyx_n_s_n, __pyx_n_s_v); if (unlikely(!__pyx_tuple__212)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__212);
  __Pyx_GIVEREF(__pyx_tuple__212);
  __pyx_codeobj__213 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__212, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_datetime64_array, 375, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__213)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":392
 *     return null_count != n
 * 
 * def is_timedelta_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_tuple__214 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_null_count, __pyx_n_s_n, __pyx_n_s_v); if (unlikely(!__pyx_tuple__214)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__214);
  __Pyx_GIVEREF(__pyx_tuple__214);
  __pyx_codeobj__215 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__214, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_timedelta_array, 392, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__215)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":407
 *     return null_count != n
 * 
 * def is_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_tuple__216 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_null_count, __pyx_n_s_n, __pyx_n_s_v); if (unlikely(!__pyx_tuple__216)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__216);
  __Pyx_GIVEREF(__pyx_tuple__216);
  __pyx_codeobj__217 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__216, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_timedelta64_array, 407, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__217)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":422
 *     return null_count != n
 * 
 * def is_timedelta_or_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     """ infer with timedeltas and/or nat/none """
 *     cdef int i, null_count = 0, n = len(values)
 */
  __pyx_tuple__218 = PyTuple_Pack(5, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_null_count, __pyx_n_s_n, __pyx_n_s_v); if (unlikely(!__pyx_tuple__218)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__218);
  __Pyx_GIVEREF(__pyx_tuple__218);
  __pyx_codeobj__219 = (PyObject*)__Pyx_PyCode_New(1, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__218, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_timedelta_or_timedelta64_arra, 422, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__219)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":438
 *     return null_count != n
 * 
 * def is_date_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */
  __pyx_tuple__220 = PyTuple_Pack(3, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n); if (unlikely(!__pyx_tuple__220)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__220);
  __Pyx_GIVEREF(__pyx_tuple__220);
  __pyx_codeobj__221 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__220, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_date_array, 438, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__221)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":447
 *     return True
 * 
 * def is_time_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */
  __pyx_tuple__222 = PyTuple_Pack(3, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n); if (unlikely(!__pyx_tuple__222)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__222);
  __Pyx_GIVEREF(__pyx_tuple__222);
  __pyx_codeobj__223 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__222, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_time_array, 447, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__223)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":456
 *     return True
 * 
 * def is_period(object o):             # <<<<<<<<<<<<<<
 *     from pandas import Period
 *     return isinstance(o,Period)
 */
  __pyx_tuple__224 = PyTuple_Pack(2, __pyx_n_s_o, __pyx_n_s_Period); if (unlikely(!__pyx_tuple__224)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__224);
  __Pyx_GIVEREF(__pyx_tuple__224);
  __pyx_codeobj__225 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__224, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_period, 456, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__225)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":460
 *     return isinstance(o,Period)
 * 
 * def is_period_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     from pandas.tseries.period import Period
 */
  __pyx_tuple__226 = PyTuple_Pack(4, __pyx_n_s_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_Period); if (unlikely(!__pyx_tuple__226)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__226);
  __Pyx_GIVEREF(__pyx_tuple__226);
  __pyx_codeobj__227 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__226, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_is_period_array, 460, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__227)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":479
 * 
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,             # <<<<<<<<<<<<<<
 *                           bint convert_empty=True, bint coerce_numeric=False):
 *     '''
 */
  __pyx_tuple__228 = PyTuple_Pack(17, __pyx_n_s_values, __pyx_n_s_na_values, __pyx_n_s_convert_empty, __pyx_n_s_coerce_numeric, __pyx_n_s_status, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_floats, __pyx_n_s_complexes, __pyx_n_s_ints, __pyx_n_s_bools, __pyx_n_s_seen_float, __pyx_n_s_seen_complex, __pyx_n_s_seen_int, __pyx_n_s_seen_bool, __pyx_n_s_val, __pyx_n_s_fval); if (unlikely(!__pyx_tuple__228)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__228);
  __Pyx_GIVEREF(__pyx_tuple__228);
  __pyx_codeobj__229 = (PyObject*)__Pyx_PyCode_New(4, 0, 17, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__228, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_maybe_convert_numeric, 479, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__229)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":560
 * 
 * 
 * def maybe_convert_objects(ndarray[object] objects, bint try_float=0,             # <<<<<<<<<<<<<<
 *                           bint safe=0, bint convert_datetime=0,
 *                           bint convert_timedelta=0):
 */
  __pyx_tuple__230 = PyTuple_Pack(28, __pyx_n_s_objects, __pyx_n_s_try_float, __pyx_n_s_safe, __pyx_n_s_convert_datetime, __pyx_n_s_convert_timedelta, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_floats, __pyx_n_s_complexes, __pyx_n_s_ints, __pyx_n_s_bools, __pyx_n_s_idatetimes, __pyx_n_s_itimedeltas, __pyx_n_s_seen_float, __pyx_n_s_seen_complex, __pyx_n_s_seen_datetime, __pyx_n_s_seen_timedelta, __pyx_n_s_seen_int, __pyx_n_s_seen_bool, __pyx_n_s_seen_object, __pyx_n_s_seen_null, __pyx_n_s_seen_numeric, __pyx_n_s_val, __pyx_n_s_onan, __pyx_n_s_fval, __pyx_n_s_fnan, __pyx_n_s_datetimes, __pyx_n_s_timedeltas); if (unlikely(!__pyx_tuple__230)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__230);
  __Pyx_GIVEREF(__pyx_tuple__230);
  __pyx_codeobj__231 = (PyObject*)__Pyx_PyCode_New(5, 0, 28, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__230, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_maybe_convert_objects, 560, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__231)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":726
 * 
 * 
 * def convert_sql_column(x):             # <<<<<<<<<<<<<<
 *     return maybe_convert_objects(x, try_float=1)
 * 
 */
  __pyx_tuple__232 = PyTuple_Pack(1, __pyx_n_s_x); if (unlikely(!__pyx_tuple__232)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__232);
  __Pyx_GIVEREF(__pyx_tuple__232);
  __pyx_codeobj__233 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__232, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_convert_sql_column, 726, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__233)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */
  __pyx_tuple__234 = PyTuple_Pack(11, __pyx_n_s_values, __pyx_n_s_parser, __pyx_n_s_dayfirst, __pyx_n_s_default, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_date, __pyx_n_s_parse, __pyx_n_s_parse_date, __pyx_n_s_parse_date); if (unlikely(!__pyx_tuple__234)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__234);
  __Pyx_GIVEREF(__pyx_tuple__234);
  __pyx_codeobj__235 = (PyObject*)__Pyx_PyCode_New(4, 0, 11, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__234, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_try_parse_dates, 729, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__235)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */
  __pyx_tuple__236 = PyTuple_Pack(20, __pyx_n_s_dates, __pyx_n_s_times, __pyx_n_s_date_parser, __pyx_n_s_time_parser, __pyx_n_s_dayfirst, __pyx_n_s_default, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_date, __pyx_n_s_time, __pyx_n_s_datetime, __pyx_n_s_timedelta, __pyx_n_s_parse, __pyx_n_s_parse_date, __pyx_n_s_parse_date, __pyx_n_s_parse_time, __pyx_n_s_parse_time, __pyx_n_s_d, __pyx_n_s_t); if (unlikely(!__pyx_tuple__236)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__236);
  __Pyx_GIVEREF(__pyx_tuple__236);
  __pyx_codeobj__237 = (PyObject*)__Pyx_PyCode_New(6, 0, 20, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__236, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_try_parse_date_and_time, 777, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__237)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":831
 * 
 * 
 * def try_parse_year_month_day(ndarray[object] years, ndarray[object] months,             # <<<<<<<<<<<<<<
 *                              ndarray[object] days):
 *     cdef:
 */
  __pyx_tuple__238 = PyTuple_Pack(7, __pyx_n_s_years, __pyx_n_s_months, __pyx_n_s_days, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_datetime); if (unlikely(!__pyx_tuple__238)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__238);
  __Pyx_GIVEREF(__pyx_tuple__238);
  __pyx_codeobj__239 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__238, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_try_parse_year_month_day, 831, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__239)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":849
 *     return result
 * 
 * def try_parse_datetime_components(ndarray[object] years,             # <<<<<<<<<<<<<<
 *                                   ndarray[object] months,
 *                                   ndarray[object] days,
 */
  __pyx_tuple__240 = PyTuple_Pack(13, __pyx_n_s_years, __pyx_n_s_months, __pyx_n_s_days, __pyx_n_s_hours, __pyx_n_s_minutes, __pyx_n_s_seconds, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_secs, __pyx_n_s_float_secs, __pyx_n_s_micros, __pyx_n_s_datetime); if (unlikely(!__pyx_tuple__240)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__240);
  __Pyx_GIVEREF(__pyx_tuple__240);
  __pyx_codeobj__241 = (PyObject*)__Pyx_PyCode_New(6, 0, 13, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__240, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_try_parse_datetime_components, 849, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__241)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":885
 *     return result
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,             # <<<<<<<<<<<<<<
 *                      convert_empty=True):
 *     cdef:
 */
  __pyx_tuple__242 = PyTuple_Pack(9, __pyx_n_s_values, __pyx_n_s_na_values, __pyx_n_s_convert_empty, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_val, __pyx_n_s_onan, __pyx_n_s_na_count, __pyx_n_s_memo); if (unlikely(!__pyx_tuple__242)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__242);
  __Pyx_GIVEREF(__pyx_tuple__242);
  __pyx_codeobj__243 = (PyObject*)__Pyx_PyCode_New(3, 0, 9, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__242, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_sanitize_objects, 885, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__243)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":908
 *     return na_count
 * 
 * def maybe_convert_bool(ndarray[object] arr,             # <<<<<<<<<<<<<<
 *                        true_values=None, false_values=None):
 *     cdef:
 */
  __pyx_tuple__244 = PyTuple_Pack(11, __pyx_n_s_arr, __pyx_n_s_true_values, __pyx_n_s_false_values, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_val, __pyx_n_s_true_vals, __pyx_n_s_false_vals, __pyx_n_s_na_count, __pyx_n_s_mask); if (unlikely(!__pyx_tuple__244)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__244);
  __Pyx_GIVEREF(__pyx_tuple__244);
  __pyx_codeobj__245 = (PyObject*)__Pyx_PyCode_New(3, 0, 11, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__244, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_maybe_convert_bool, 908, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__245)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":957
 * 
 * 
 * def map_infer_mask(ndarray arr, object f, ndarray[uint8_t] mask,             # <<<<<<<<<<<<<<
 *                    bint convert=1):
 *     '''
 */
  __pyx_tuple__246 = PyTuple_Pack(8, __pyx_n_s_arr, __pyx_n_s_f, __pyx_n_s_mask, __pyx_n_s_convert, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_val); if (unlikely(!__pyx_tuple__246)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__246);
  __Pyx_GIVEREF(__pyx_tuple__246);
  __pyx_codeobj__247 = (PyObject*)__Pyx_PyCode_New(4, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__246, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_map_infer_mask, 957, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__247)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":999
 *     return result
 * 
 * def map_infer(ndarray arr, object f, bint convert=1):             # <<<<<<<<<<<<<<
 *     '''
 *     Substitute for np.vectorize with pandas-friendly dtype inference
 */
  __pyx_tuple__248 = PyTuple_Pack(7, __pyx_n_s_arr, __pyx_n_s_f, __pyx_n_s_convert, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_result, __pyx_n_s_val); if (unlikely(!__pyx_tuple__248)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__248);
  __Pyx_GIVEREF(__pyx_tuple__248);
  __pyx_codeobj__249 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__248, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_map_infer, 999, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__249)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":1038
 * 
 * 
 * def to_object_array(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_tuple__250 = PyTuple_Pack(8, __pyx_n_s_rows, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_k, __pyx_n_s_tmp, __pyx_n_s_result, __pyx_n_s_row); if (unlikely(!__pyx_tuple__250)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__250);
  __Pyx_GIVEREF(__pyx_tuple__250);
  __pyx_codeobj__251 = (PyObject*)__Pyx_PyCode_New(1, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__250, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_to_object_array, 1038, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__251)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":1062
 *     return result
 * 
 * def tuples_to_object_array(ndarray[object] tuples):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_tuple__252 = PyTuple_Pack(8, __pyx_n_s_tuples, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_k, __pyx_n_s_tmp, __pyx_n_s_result, __pyx_n_s_tup); if (unlikely(!__pyx_tuple__252)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__252);
  __Pyx_GIVEREF(__pyx_tuple__252);
  __pyx_codeobj__253 = (PyObject*)__Pyx_PyCode_New(1, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__252, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_tuples_to_object_array, 1062, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__253)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":1078
 *     return result
 * 
 * def to_object_array_tuples(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_tuple__254 = PyTuple_Pack(8, __pyx_n_s_rows, __pyx_n_s_i, __pyx_n_s_j, __pyx_n_s_n, __pyx_n_s_k, __pyx_n_s_tmp, __pyx_n_s_result, __pyx_n_s_row); if (unlikely(!__pyx_tuple__254)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__254);
  __Pyx_GIVEREF(__pyx_tuple__254);
  __pyx_codeobj__255 = (PyObject*)__Pyx_PyCode_New(1, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__254, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_to_object_array_tuples, 1078, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__255)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/src/inference.pyx":1109
 * 
 * 
 * def fast_multiget(dict mapping, ndarray keys, default=np.nan):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(keys)
 */
  __pyx_tuple__256 = PyTuple_Pack(7, __pyx_n_s_mapping, __pyx_n_s_keys, __pyx_n_s_default, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_val, __pyx_n_s_output); if (unlikely(!__pyx_tuple__256)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__256);
  __Pyx_GIVEREF(__pyx_tuple__256);
  __pyx_codeobj__257 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__256, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_pandas_src_inference_pyx, __pyx_n_s_fast_multiget, 1109, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__257)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "View.MemoryView":276
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_tuple__258 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct_or_indirect); if (unlikely(!__pyx_tuple__258)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__258);
  __Pyx_GIVEREF(__pyx_tuple__258);

  /* "View.MemoryView":277
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_tuple__259 = PyTuple_Pack(1, __pyx_kp_s_strided_and_direct); if (unlikely(!__pyx_tuple__259)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__259);
  __Pyx_GIVEREF(__pyx_tuple__259);

  /* "View.MemoryView":278
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__260 = PyTuple_Pack(1, __pyx_kp_s_strided_and_indirect); if (unlikely(!__pyx_tuple__260)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__260);
  __Pyx_GIVEREF(__pyx_tuple__260);

  /* "View.MemoryView":281
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_tuple__261 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_direct); if (unlikely(!__pyx_tuple__261)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__261);
  __Pyx_GIVEREF(__pyx_tuple__261);

  /* "View.MemoryView":282
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__262 = PyTuple_Pack(1, __pyx_kp_s_contiguous_and_indirect); if (unlikely(!__pyx_tuple__262)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__262);
  __Pyx_GIVEREF(__pyx_tuple__262);
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_InitGlobals(void) {
  if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_1 = PyInt_FromLong(1); if (unlikely(!__pyx_int_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_15 = PyInt_FromLong(15); if (unlikely(!__pyx_int_15)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  return 0;
  __pyx_L1_error:;
  return -1;
}

#if PY_MAJOR_VERSION < 3
PyMODINIT_FUNC initlib(void); /*proto*/
PyMODINIT_FUNC initlib(void)
#else
PyMODINIT_FUNC PyInit_lib(void); /*proto*/
PyMODINIT_FUNC PyInit_lib(void)
#endif
{
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  double __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  int __pyx_lineno = 0;
  const char *__pyx_filename = NULL;
  int __pyx_clineno = 0;
  __Pyx_RefNannyDeclarations
  #if CYTHON_REFNANNY
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
  if (!__Pyx_RefNanny) {
      PyErr_Clear();
      __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
      if (!__Pyx_RefNanny)
          Py_FatalError("failed to import 'refnanny' module");
  }
  #endif
  __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_lib(void)", 0);
  if ( __Pyx_check_binary_version() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #ifdef __Pyx_CyFunction_USED
  if (__Pyx_CyFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  #ifdef WITH_THREAD /* Python build with threading support? */
  PyEval_InitThreads();
  #endif
  #endif
  /*--- Module creation code ---*/
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4("lib", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  #endif
  if (unlikely(!__pyx_m)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  Py_INCREF(__pyx_d);
  __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if CYTHON_COMPILING_IN_PYPY
  Py_INCREF(__pyx_b);
  #endif
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  /*--- Initialize various global constants etc. ---*/
  if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  #endif
  if (__pyx_module_is_main_pandas__lib) {
    if (PyObject_SetAttrString(__pyx_m, "__name__", __pyx_n_s_main) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;};
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    if (!PyDict_GetItemString(modules, "pandas.lib")) {
      if (unlikely(PyDict_SetItemString(modules, "pandas.lib", __pyx_m) < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Constants init code ---*/
  if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Global init code ---*/
  generic = Py_None; Py_INCREF(Py_None);
  strided = Py_None; Py_INCREF(Py_None);
  indirect = Py_None; Py_INCREF(Py_None);
  contiguous = Py_None; Py_INCREF(Py_None);
  indirect_contiguous = Py_None; Py_INCREF(Py_None);
  /*--- Variable export code ---*/
  /*--- Function export code ---*/
  /*--- Type init code ---*/
  if (PyType_Ready(&__pyx_type_6pandas_3lib__PandasNull) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib__PandasNull.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "_PandasNull", (PyObject *)&__pyx_type_6pandas_3lib__PandasNull) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib__PandasNull = &__pyx_type_6pandas_3lib__PandasNull;
  __pyx_vtabptr_6pandas_3lib_BlockPlacement = &__pyx_vtable_6pandas_3lib_BlockPlacement;
  __pyx_vtable_6pandas_3lib_BlockPlacement.iadd = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_BlockPlacement *, PyObject *))__pyx_f_6pandas_3lib_14BlockPlacement_iadd;
  __pyx_vtable_6pandas_3lib_BlockPlacement.copy = (struct __pyx_obj_6pandas_3lib_BlockPlacement *(*)(struct __pyx_obj_6pandas_3lib_BlockPlacement *))__pyx_f_6pandas_3lib_14BlockPlacement_copy;
  __pyx_vtable_6pandas_3lib_BlockPlacement._ensure_has_slice = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_BlockPlacement *))__pyx_f_6pandas_3lib_14BlockPlacement__ensure_has_slice;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_BlockPlacement) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_BlockPlacement.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_3lib_BlockPlacement.tp_dict, __pyx_vtabptr_6pandas_3lib_BlockPlacement) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "BlockPlacement", (PyObject *)&__pyx_type_6pandas_3lib_BlockPlacement) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1595; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_BlockPlacement = &__pyx_type_6pandas_3lib_BlockPlacement;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_Reducer) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_Reducer.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "Reducer", (PyObject *)&__pyx_type_6pandas_3lib_Reducer) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_Reducer = &__pyx_type_6pandas_3lib_Reducer;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_SeriesBinGrouper) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_SeriesBinGrouper.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "SeriesBinGrouper", (PyObject *)&__pyx_type_6pandas_3lib_SeriesBinGrouper) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_SeriesBinGrouper = &__pyx_type_6pandas_3lib_SeriesBinGrouper;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_SeriesGrouper) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_SeriesGrouper.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "SeriesGrouper", (PyObject *)&__pyx_type_6pandas_3lib_SeriesGrouper) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 291; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_SeriesGrouper = &__pyx_type_6pandas_3lib_SeriesGrouper;
  __pyx_vtabptr_6pandas_3lib_Slider = &__pyx_vtable_6pandas_3lib_Slider;
  __pyx_vtable_6pandas_3lib_Slider.advance = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_Slider *, Py_ssize_t, int __pyx_skip_dispatch))__pyx_f_6pandas_3lib_6Slider_advance;
  __pyx_vtable_6pandas_3lib_Slider.move = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_Slider *, int, int))__pyx_f_6pandas_3lib_6Slider_move;
  __pyx_vtable_6pandas_3lib_Slider.set_length = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_Slider *, Py_ssize_t, int __pyx_skip_dispatch))__pyx_f_6pandas_3lib_6Slider_set_length;
  __pyx_vtable_6pandas_3lib_Slider.reset = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_Slider *, int __pyx_skip_dispatch))__pyx_f_6pandas_3lib_6Slider_reset;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_Slider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_Slider.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_3lib_Slider.tp_dict, __pyx_vtabptr_6pandas_3lib_Slider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "Slider", (PyObject *)&__pyx_type_6pandas_3lib_Slider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 436; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_Slider = &__pyx_type_6pandas_3lib_Slider;
  __pyx_vtabptr_6pandas_3lib_BlockSlider = &__pyx_vtable_6pandas_3lib_BlockSlider;
  __pyx_vtable_6pandas_3lib_BlockSlider.move = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_BlockSlider *, int, int, int __pyx_skip_dispatch))__pyx_f_6pandas_3lib_11BlockSlider_move;
  __pyx_vtable_6pandas_3lib_BlockSlider.reset = (PyObject *(*)(struct __pyx_obj_6pandas_3lib_BlockSlider *))__pyx_f_6pandas_3lib_11BlockSlider_reset;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_BlockSlider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 540; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_BlockSlider.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_3lib_BlockSlider.tp_dict, __pyx_vtabptr_6pandas_3lib_BlockSlider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 540; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyObject_SetAttrString(__pyx_m, "BlockSlider", (PyObject *)&__pyx_type_6pandas_3lib_BlockSlider) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 540; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_BlockSlider = &__pyx_type_6pandas_3lib_BlockSlider;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_cache_readonly) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_cache_readonly.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "cache_readonly", (PyObject *)&__pyx_type_6pandas_3lib_cache_readonly) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_cache_readonly = &__pyx_type_6pandas_3lib_cache_readonly;
  if (PyType_Ready(&__pyx_type_6pandas_3lib_AxisProperty) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib_AxisProperty.tp_print = 0;
  if (PyObject_SetAttrString(__pyx_m, "AxisProperty", (PyObject *)&__pyx_type_6pandas_3lib_AxisProperty) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_6pandas_3lib_AxisProperty = &__pyx_type_6pandas_3lib_AxisProperty;
  if (PyType_Ready(&__pyx_type_6pandas_3lib___pyx_scope_struct__get_blkno_indexers) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib___pyx_scope_struct__get_blkno_indexers.tp_print = 0;
  __pyx_ptype_6pandas_3lib___pyx_scope_struct__get_blkno_indexers = &__pyx_type_6pandas_3lib___pyx_scope_struct__get_blkno_indexers;
  if (PyType_Ready(&__pyx_type_6pandas_3lib___pyx_scope_struct_1_genexpr) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1421; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib___pyx_scope_struct_1_genexpr.tp_print = 0;
  __pyx_ptype_6pandas_3lib___pyx_scope_struct_1_genexpr = &__pyx_type_6pandas_3lib___pyx_scope_struct_1_genexpr;
  if (PyType_Ready(&__pyx_type_6pandas_3lib___pyx_scope_struct_2_try_parse_dates) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib___pyx_scope_struct_2_try_parse_dates.tp_print = 0;
  __pyx_ptype_6pandas_3lib___pyx_scope_struct_2_try_parse_dates = &__pyx_type_6pandas_3lib___pyx_scope_struct_2_try_parse_dates;
  if (PyType_Ready(&__pyx_type_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time.tp_print = 0;
  __pyx_ptype_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time = &__pyx_type_6pandas_3lib___pyx_scope_struct_3_try_parse_date_and_time;
  if (PyType_Ready(&__pyx_type___pyx_array) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 99; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_array.tp_print = 0;
  __pyx_array_type = &__pyx_type___pyx_array;
  if (PyType_Ready(&__pyx_type___pyx_MemviewEnum) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 269; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_MemviewEnum.tp_print = 0;
  __pyx_MemviewEnum_type = &__pyx_type___pyx_MemviewEnum;
  __pyx_vtabptr_memoryview = &__pyx_vtable_memoryview;
  __pyx_vtable_memoryview.get_item_pointer = (char *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_get_item_pointer;
  __pyx_vtable_memoryview.is_slice = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_is_slice;
  __pyx_vtable_memoryview.setitem_slice_assignment = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_slice_assignment;
  __pyx_vtable_memoryview.setitem_slice_assign_scalar = (PyObject *(*)(struct __pyx_memoryview_obj *, struct __pyx_memoryview_obj *, PyObject *))__pyx_memoryview_setitem_slice_assign_scalar;
  __pyx_vtable_memoryview.setitem_indexed = (PyObject *(*)(struct __pyx_memoryview_obj *, PyObject *, PyObject *))__pyx_memoryview_setitem_indexed;
  __pyx_vtable_memoryview.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryview_convert_item_to_object;
  __pyx_vtable_memoryview.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryview_assign_item_from_object;
  if (PyType_Ready(&__pyx_type___pyx_memoryview) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_memoryview.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryview.tp_dict, __pyx_vtabptr_memoryview) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 302; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_memoryview_type = &__pyx_type___pyx_memoryview;
  __pyx_vtabptr__memoryviewslice = &__pyx_vtable__memoryviewslice;
  __pyx_vtable__memoryviewslice.__pyx_base = *__pyx_vtabptr_memoryview;
  __pyx_vtable__memoryviewslice.__pyx_base.convert_item_to_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *))__pyx_memoryviewslice_convert_item_to_object;
  __pyx_vtable__memoryviewslice.__pyx_base.assign_item_from_object = (PyObject *(*)(struct __pyx_memoryview_obj *, char *, PyObject *))__pyx_memoryviewslice_assign_item_from_object;
  __pyx_type___pyx_memoryviewslice.tp_base = __pyx_memoryview_type;
  if (PyType_Ready(&__pyx_type___pyx_memoryviewslice) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_type___pyx_memoryviewslice.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type___pyx_memoryviewslice.tp_dict, __pyx_vtabptr__memoryviewslice) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 922; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_memoryviewslice_type = &__pyx_type___pyx_memoryviewslice;
  /*--- Type import code ---*/
  __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 157; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 167; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 171; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 180; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 865; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", 
  #if CYTHON_COMPILING_IN_PYPY
  sizeof(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject),
  #endif
  0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_8datetime_date = __Pyx_ImportType("datetime", "date", sizeof(PyDateTime_Date), 0); if (unlikely(!__pyx_ptype_8datetime_date)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_8datetime_datetime = __Pyx_ImportType("datetime", "datetime", sizeof(PyDateTime_DateTime), 0); if (unlikely(!__pyx_ptype_8datetime_datetime)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 18; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_ptype_8datetime_timedelta = __Pyx_ImportType("datetime", "timedelta", sizeof(PyDateTime_Delta), 0); if (unlikely(!__pyx_ptype_8datetime_timedelta)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  /*--- Variable import code ---*/
  /*--- Function import code ---*/
  __pyx_t_1 = __Pyx_ImportModule("pandas.tslib"); if (!__pyx_t_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__Pyx_ImportFunction(__pyx_t_1, "convert_to_tsobject", (void (**)(void))&__pyx_f_6pandas_5tslib_convert_to_tsobject, "PyObject *(PyObject *, PyObject *, PyObject *)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (__Pyx_ImportFunction(__pyx_t_1, "convert_to_timedelta64", (void (**)(void))&__pyx_f_6pandas_5tslib_convert_to_timedelta64, "PyObject *(PyObject *, PyObject *, PyObject *)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  Py_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  /*--- Execution code ---*/

  /* "pandas/lib.pyx":3
 * cimport numpy as np
 * cimport cython
 * import numpy as np             # <<<<<<<<<<<<<<
 * 
 * from numpy cimport *
 */
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":7
 * from numpy cimport *
 * 
 * np.import_array()             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "numpy/arrayobject.h":
 */
  import_array();

  /* "pandas/lib.pyx":38
 * cimport cpython
 * 
 * isnan = np.isnan             # <<<<<<<<<<<<<<
 * cdef double NaN = <double> np.NaN
 * cdef double nan = NaN
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_isnan); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isnan, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 38; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":39
 * 
 * isnan = np.isnan
 * cdef double NaN = <double> np.NaN             # <<<<<<<<<<<<<<
 * cdef double nan = NaN
 * cdef double NAN = nan
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_NaN); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_2); if (unlikely((__pyx_t_4 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_6pandas_3lib_NaN = ((double)__pyx_t_4);

  /* "pandas/lib.pyx":40
 * isnan = np.isnan
 * cdef double NaN = <double> np.NaN
 * cdef double nan = NaN             # <<<<<<<<<<<<<<
 * cdef double NAN = nan
 * 
 */
  __pyx_v_6pandas_3lib_nan = __pyx_v_6pandas_3lib_NaN;

  /* "pandas/lib.pyx":41
 * cdef double NaN = <double> np.NaN
 * cdef double nan = NaN
 * cdef double NAN = nan             # <<<<<<<<<<<<<<
 * 
 * from datetime import datetime as pydatetime
 */
  __pyx_v_6pandas_3lib_NAN = __pyx_v_6pandas_3lib_nan;

  /* "pandas/lib.pyx":43
 * cdef double NAN = nan
 * 
 * from datetime import datetime as pydatetime             # <<<<<<<<<<<<<<
 * 
 * # this is our tseries.pxd
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_datetime); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pydatetime, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 43; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":49
 * 
 * from tslib cimport convert_to_tsobject, convert_to_timedelta64
 * import tslib             # <<<<<<<<<<<<<<
 * from tslib import NaT, Timestamp, Timedelta
 * 
 */
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_tslib, 0, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_tslib, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 49; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":50
 * from tslib cimport convert_to_tsobject, convert_to_timedelta64
 * import tslib
 * from tslib import NaT, Timestamp, Timedelta             # <<<<<<<<<<<<<<
 * 
 * cdef int64_t NPY_NAT = util.get_nat()
 */
  __pyx_t_3 = PyList_New(3); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_n_s_NaT);
  PyList_SET_ITEM(__pyx_t_3, 0, __pyx_n_s_NaT);
  __Pyx_GIVEREF(__pyx_n_s_NaT);
  __Pyx_INCREF(__pyx_n_s_Timestamp);
  PyList_SET_ITEM(__pyx_t_3, 1, __pyx_n_s_Timestamp);
  __Pyx_GIVEREF(__pyx_n_s_Timestamp);
  __Pyx_INCREF(__pyx_n_s_Timedelta);
  PyList_SET_ITEM(__pyx_t_3, 2, __pyx_n_s_Timedelta);
  __Pyx_GIVEREF(__pyx_n_s_Timedelta);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_tslib, __pyx_t_3, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_NaT); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_NaT, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Timestamp); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Timestamp, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Timedelta); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Timedelta, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 50; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":52
 * from tslib import NaT, Timestamp, Timedelta
 * 
 * cdef int64_t NPY_NAT = util.get_nat()             # <<<<<<<<<<<<<<
 * 
 * ctypedef unsigned char UChar
 */
  __pyx_v_6pandas_3lib_NPY_NAT = get_nat();

  /* "pandas/lib.pyx":70
 * 
 * # import datetime C API
 * PyDateTime_IMPORT             # <<<<<<<<<<<<<<
 * 
 * # initialize numpy
 */
  PyDateTime_IMPORT;

  /* "pandas/lib.pyx":73
 * 
 * # initialize numpy
 * import_array()             # <<<<<<<<<<<<<<
 * import_ufunc()
 * 
 */
  import_array();

  /* "pandas/lib.pyx":74
 * # initialize numpy
 * import_array()
 * import_ufunc()             # <<<<<<<<<<<<<<
 * 
 * def values_from_object(object o):
 */
  import_ufunc();

  /* "pandas/lib.pyx":76
 * import_ufunc()
 * 
 * def values_from_object(object o):             # <<<<<<<<<<<<<<
 *     """ return my values or the object if we are say an ndarray """
 *     cdef f
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_1values_from_object, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_values_from_object, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 76; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":110
 * 
 * 
 * def ismember_nans(float64_t[:] arr, set values, bint hasnans):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_5ismember_nans, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ismember_nans, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":125
 * 
 * 
 * def ismember(ndarray arr, set values):             # <<<<<<<<<<<<<<
 *     '''
 *     Checks whether
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_7ismember, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_ismember, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":154
 * # datetime / io related
 * 
 * cdef int _EPOCH_ORD = 719163             # <<<<<<<<<<<<<<
 * 
 * from datetime import date as pydate
 */
  __pyx_v_6pandas_3lib__EPOCH_ORD = 719163;

  /* "pandas/lib.pyx":156
 * cdef int _EPOCH_ORD = 719163
 * 
 * from datetime import date as pydate             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t gmtime(object date):
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_date);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_date);
  __Pyx_GIVEREF(__pyx_n_s_date);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_date); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pydate, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":177
 *     return gmtime(dt)
 * 
 * def array_to_timestamp(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[int64_t, ndim=1] result
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_13array_to_timestamp, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_array_to_timestamp, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 177; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":189
 *     return result
 * 
 * def time64_to_datetime(ndarray[int64_t, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     cdef int i, n
 *     cdef ndarray[object, ndim=1] result
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_15time64_to_datetime, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_time64_to_datetime, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/lib.pyx":207
 * # isnull / notnull related
 * 
 * cdef double INF = <double> np.inf             # <<<<<<<<<<<<<<
 * cdef double NEGINF = -INF
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_inf); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_4 = __pyx_PyFloat_AsDouble(__pyx_t_2); if (unlikely((__pyx_t_4 == (double)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 207; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_6pandas_3lib_INF = ((double)__pyx_t_4);

  /* "pandas/lib.pyx":208
 * 
 * cdef double INF = <double> np.inf
 * cdef double NEGINF = -INF             # <<<<<<<<<<<<<<
 * 
 * cpdef checknull(object val):
 */
  __pyx_v_6pandas_3lib_NEGINF = (-__pyx_v_6pandas_3lib_INF);

  /* "pandas/lib.pyx":238
 *         return util._checknull(val)
 * 
 * def isscalar(object val):             # <<<<<<<<<<<<<<
 *     """
 *     Return True if given value is scalar.
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_21isscalar, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isscalar, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 238; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":263
 * 
 * 
 * def item_from_zerodim(object val):             # <<<<<<<<<<<<<<
 *     """
 *     If the value is a zerodim array, return the item it contains.
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_23item_from_zerodim, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_item_from_zerodim, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 263; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":284
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_25isnullobj, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isnullobj, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 284; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":298
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj_old(ndarray[object] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, n
 *     cdef object val
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_27isnullobj_old, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isnullobj_old, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 298; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":312
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_29isnullobj2d, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isnullobj2d, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":328
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def isnullobj2d_old(ndarray[object, ndim=2] arr):             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t i, j, n, m
 *     cdef object val
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_31isnullobj2d_old, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_isnullobj2d_old, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":342
 *     return result.view(np.bool_)
 * 
 * def list_to_object_array(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Convert list to object ndarray. Seriously can't believe I had to write this
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_33list_to_object_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_list_to_object_array, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":362
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_35fast_unique, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_unique, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":383
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple(list arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         ndarray[object] buf
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_37fast_unique_multiple, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_unique_multiple, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 383; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":409
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list(list lists):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_39fast_unique_multiple_list, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_unique_multiple_list, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 409; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":435
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def fast_unique_multiple_list_gen(object gen):             # <<<<<<<<<<<<<<
 *     cdef:
 *         list buf
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_41fast_unique_multiple_list_gen, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_unique_multiple_list_gen, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":460
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def dicts_to_array(list dicts, list columns):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, k, n
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_43dicts_to_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_dicts_to_array, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":483
 *     return result
 * 
 * def fast_zip(list ndarrays):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_45fast_zip, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_zip, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 483; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":524
 *     return result
 * 
 * def get_reverse_indexer(ndarray[int64_t] indexer, Py_ssize_t length):             # <<<<<<<<<<<<<<
 *     """
 *     Reverse indexing operation.
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_47get_reverse_indexer, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_reverse_indexer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 524; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":551
 * 
 * 
 * def has_infs_f4(ndarray[float32_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_49has_infs_f4, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_has_infs_f4, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":565
 *     return False
 * 
 * def has_infs_f8(ndarray[float64_t] arr):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_51has_infs_f8, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_has_infs_f8, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 565; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":579
 *     return False
 * 
 * def convert_timestamps(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         object val, f, result
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_53convert_timestamps, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_convert_timestamps, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":602
 *     return out
 * 
 * def maybe_indices_to_slice(ndarray[int64_t] indices):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(indices)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_55maybe_indices_to_slice, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_maybe_indices_to_slice, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":615
 * 
 * 
 * def maybe_booleans_to_slice(ndarray[uint8_t] mask):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(mask)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_57maybe_booleans_to_slice, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_maybe_booleans_to_slice, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":646
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_compare(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_59scalar_compare, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_scalar_compare, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 646; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":704
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def array_equivalent_object(ndarray[object] left, ndarray[object] right):             # <<<<<<<<<<<<<<
 *     """ perform an element by element comparion on 1-d object arrays
 *         taking into account nan positions """
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_61array_equivalent_object, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_array_equivalent_object, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":729
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_compare(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     import operator
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_63vec_compare, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_vec_compare, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":781
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def scalar_binop(ndarray[object] values, object val, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_65scalar_binop, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_scalar_binop, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 781; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":803
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def vec_binop(ndarray[object] left, ndarray[object] right, object op):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(left)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_67vec_binop, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_vec_binop, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":830
 * 
 * 
 * def astype_intsafe(ndarray[object] arr, new_dtype):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(arr)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_69astype_intsafe, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_astype_intsafe, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 830; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":870
 *     return result
 * 
 * def clean_index_list(list obj):             # <<<<<<<<<<<<<<
 *     '''
 *     Utility used in pandas.core.index._ensure_index
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_75clean_index_list, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_clean_index_list, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":901
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def max_len_string_array(ndarray[object, ndim=1] arr):             # <<<<<<<<<<<<<<
 *     """ return the maximum size of elements in a 1-dim string array """
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_77max_len_string_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_max_len_string_array, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":921
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def string_array_replace_from_nan_rep(ndarray[object, ndim=1] arr, object nan_rep, object replace = None):             # <<<<<<<<<<<<<<
 *     """ replace the values in the array with replacement if they are nan_rep; return the same array """
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_79string_array_replace_from_nan_rep, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_string_array_replace_from_nan_re, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 921; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":936
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def write_csv_rows(list data, list data_index, int nlevels, list cols, object writer):             # <<<<<<<<<<<<<<
 * 
 *     cdef int N, j, i, ncols
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_81write_csv_rows, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_write_csv_rows, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 936; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":984
 * 
 * @cython.boundscheck(False)
 * def arrmap(ndarray[object] index, object func):             # <<<<<<<<<<<<<<
 *     cdef int length = index.shape[0]
 *     cdef int i = 0
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_83arrmap, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_arrmap, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 984; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":997
 * @cython.wraparound(False)
 * @cython.boundscheck(False)
 * def is_lexsorted(list list_of_arrays):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int i
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_85is_lexsorted, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_lexsorted, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 997; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1036
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def generate_bins_dt64(ndarray[int64_t] values, ndarray[int64_t] binner,             # <<<<<<<<<<<<<<
 *                        object closed='left', bint hasnans=0):
 *     """
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_87generate_bins_dt64, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_generate_bins_dt64, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1101
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset(ndarray[float64_t, ndim=2] values,             # <<<<<<<<<<<<<<
 *                     ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_89row_bool_subset, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_row_bool_subset, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1101; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1122
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def row_bool_subset_object(ndarray[object, ndim=2] values,             # <<<<<<<<<<<<<<
 *                            ndarray[uint8_t, cast=True] mask):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_91row_bool_subset_object, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_row_bool_subset_object, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1122; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1142
 * 
 * 
 * def group_count(ndarray[int64_t] values, Py_ssize_t size):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_93group_count, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_group_count, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1142; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1152
 *     return counts
 * 
 * def lookup_values(ndarray[object] values, dict mapping):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_95lookup_values, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_lookup_values, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1162
 * 
 * 
 * def count_level_1d(ndarray[uint8_t, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_97count_level_1d, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_count_level_1d, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1162; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1179
 * 
 * 
 * def count_level_2d(ndarray[uint8_t, ndim=2, cast=True] mask,             # <<<<<<<<<<<<<<
 *                    ndarray[int64_t] labels, Py_ssize_t max_bin):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_99count_level_2d, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_count_level_2d, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1208
 *         return 0
 * 
 * pandas_null = _PandasNull()             # <<<<<<<<<<<<<<
 * 
 * def fast_zip_fillna(list ndarrays, fill_value=pandas_null):
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_6pandas_3lib__PandasNull)), __pyx_empty_tuple, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pandas_null, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1208; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1210
 * pandas_null = _PandasNull()
 * 
 * def fast_zip_fillna(list ndarrays, fill_value=pandas_null):             # <<<<<<<<<<<<<<
 *     '''
 *     For zipping multiple ndarrays into an ndarray of tuples
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_pandas_null); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_k__10 = __pyx_t_2;
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_101fast_zip_fillna, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_zip_fillna, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1257
 *     return result
 * 
 * def duplicated(ndarray[object] values, take_last=False):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_103duplicated, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_duplicated, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1286
 *     return result.view(np.bool_)
 * 
 * def generate_slices(ndarray[int64_t] labels, Py_ssize_t ngroups):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, group_size, n, lab, start
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_105generate_slices, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_generate_slices, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1286; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1311
 * 
 * 
 * def indices_fast(object index, ndarray[int64_t] labels, list keys,             # <<<<<<<<<<<<<<
 *                  list sorted_labels):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_107indices_fast, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_indices_fast, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1311; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1354
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def get_blkno_indexers(int64_t[:] blknos, bint group=True):             # <<<<<<<<<<<<<<
 *     """
 *     Enumerate contiguous runs of integers in ndarray.
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_109get_blkno_indexers, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_blkno_indexers, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1519
 * 
 * 
 * cpdef slice_get_indices_ex(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX):             # <<<<<<<<<<<<<<
 *     """
 *     Get (start, stop, step, length) tuple for a slice.
 */
  __pyx_k__17 = PY_SSIZE_T_MAX;
  __pyx_k__17 = PY_SSIZE_T_MAX;

  /* "pandas/lib.pyx":1538
 * 
 * 
 * cpdef Py_ssize_t slice_len(slice slc, Py_ssize_t objlen=PY_SSIZE_T_MAX) except -1:             # <<<<<<<<<<<<<<
 *     """
 *     Get length of a bounded slice.
 */
  __pyx_k__19 = PY_SSIZE_T_MAX;
  __pyx_k__19 = PY_SSIZE_T_MAX;

  /* "pandas/lib.pyx":1562
 * 
 * 
 * def slice_getitem(slice slc not None, ind):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t s_start, s_stop, s_step, s_len
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_120slice_getitem, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_slice_getitem, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1651
 * 
 *     @property
 *     def as_slice(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is None:
 */
  __pyx_t_2 = __Pyx_GetNameInClass((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement, __pyx_n_s_as_slice); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1651; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "pandas/lib.pyx":1650
 *             return iter(self._as_array)
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def as_slice(self):
 *         cdef slice s = self._ensure_has_slice()
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_property, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1650; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement->tp_dict, __pyx_n_s_as_slice, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1651; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_6pandas_3lib_BlockPlacement);

  /* "pandas/lib.pyx":1659
 * 
 *     @property
 *     def indexer(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         if s is not None:
 */
  __pyx_t_2 = __Pyx_GetNameInClass((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement, __pyx_n_s_indexer); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1659; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "pandas/lib.pyx":1658
 *             return s
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def indexer(self):
 *         cdef slice s = self._ensure_has_slice()
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1658; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_property, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1658; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement->tp_dict, __pyx_n_s_indexer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1659; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_6pandas_3lib_BlockPlacement);

  /* "pandas/lib.pyx":1671
 * 
 *     @property
 *     def as_array(self):             # <<<<<<<<<<<<<<
 *         cdef Py_ssize_t start, stop, end, _
 *         if not self._has_array:
 */
  __pyx_t_2 = __Pyx_GetNameInClass((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement, __pyx_n_s_as_array); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1671; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "pandas/lib.pyx":1670
 *         return Int64Index(self.as_array, copy=False).isin(arr)
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def as_array(self):
 *         cdef Py_ssize_t start, stop, end, _
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1670; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_property, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1670; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement->tp_dict, __pyx_n_s_as_array, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1671; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_6pandas_3lib_BlockPlacement);

  /* "pandas/lib.pyx":1681
 * 
 *     @property
 *     def is_slice_like(self):             # <<<<<<<<<<<<<<
 *         cdef slice s = self._ensure_has_slice()
 *         return s is not None
 */
  __pyx_t_2 = __Pyx_GetNameInClass((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement, __pyx_n_s_is_slice_like); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);

  /* "pandas/lib.pyx":1680
 *         return self._as_array
 * 
 *     @property             # <<<<<<<<<<<<<<
 *     def is_slice_like(self):
 *         cdef slice s = self._ensure_has_slice()
 */
  __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_property, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem((PyObject *)__pyx_ptype_6pandas_3lib_BlockPlacement->tp_dict, __pyx_n_s_is_slice_like, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_ptype_6pandas_3lib_BlockPlacement);

  /* "pandas/src/reduce.pyx":3
 * #cython=False
 * from numpy cimport *
 * import numpy as np             # <<<<<<<<<<<<<<
 * 
 * from distutils.version import LooseVersion
 */
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":5
 * import numpy as np
 * 
 * from distutils.version import LooseVersion             # <<<<<<<<<<<<<<
 * 
 * is_numpy_prior_1_6_2 = LooseVersion(np.__version__) < '1.6.2'
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_LooseVersion);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_LooseVersion);
  __Pyx_GIVEREF(__pyx_n_s_LooseVersion);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_distutils_version, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_LooseVersion); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_LooseVersion, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/reduce.pyx":7
 * from distutils.version import LooseVersion
 * 
 * is_numpy_prior_1_6_2 = LooseVersion(np.__version__) < '1.6.2'             # <<<<<<<<<<<<<<
 * 
 * cdef class Reducer:
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_LooseVersion); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_version); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_5) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_6); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_7);
    PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_5); __Pyx_GIVEREF(__pyx_t_5); __pyx_t_5 = NULL;
    PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_t_6);
    __Pyx_GIVEREF(__pyx_t_6);
    __pyx_t_6 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = PyObject_RichCompare(__pyx_t_3, __pyx_kp_s_1_6_2, Py_LT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_numpy_prior_1_6_2, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":482
 *         self.buf.strides[0] = self.orig_stride
 * 
 * class InvalidApply(Exception):             # <<<<<<<<<<<<<<
 *     pass
 * 
 */
  __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_builtin_Exception);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_builtin_Exception);
  __Pyx_GIVEREF(__pyx_builtin_Exception);
  __pyx_t_3 = __Pyx_CalculateMetaclass(NULL, __pyx_t_2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_7 = __Pyx_Py3MetaclassPrepare(__pyx_t_3, __pyx_t_2, __pyx_n_s_InvalidApply, __pyx_n_s_InvalidApply, (PyObject *) NULL, __pyx_n_s_pandas_lib, (PyObject *) NULL); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_6 = __Pyx_Py3ClassCreate(__pyx_t_3, __pyx_n_s_InvalidApply, __pyx_t_2, __pyx_t_7, NULL, 0, 1); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_6);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_InvalidApply, __pyx_t_6) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 482; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":485
 *     pass
 * 
 * def apply_frame_axis0(object frame, object f, object names,             # <<<<<<<<<<<<<<
 *                       ndarray[int64_t] starts, ndarray[int64_t] ends):
 *     cdef:
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_122apply_frame_axis0, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_apply_frame_axis0, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 485; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/reduce.pyx":604
 *             arr.shape[1] = 0
 * 
 * def reduce(arr, f, axis=0, dummy=None, labels=None):             # <<<<<<<<<<<<<<
 *     """
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_124reduce, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_reduce, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 604; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":2
 * cimport util
 * from tslib import NaT             # <<<<<<<<<<<<<<
 * from datetime import datetime, timedelta
 * iNaT = util.get_nat()
 */
  __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_NaT);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_NaT);
  __Pyx_GIVEREF(__pyx_n_s_NaT);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_tslib, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_NaT); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_NaT, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":3
 * cimport util
 * from tslib import NaT
 * from datetime import datetime, timedelta             # <<<<<<<<<<<<<<
 * iNaT = util.get_nat()
 * 
 */
  __pyx_t_3 = PyList_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_n_s_datetime);
  PyList_SET_ITEM(__pyx_t_3, 0, __pyx_n_s_datetime);
  __Pyx_GIVEREF(__pyx_n_s_datetime);
  __Pyx_INCREF(__pyx_n_s_timedelta);
  PyList_SET_ITEM(__pyx_t_3, 1, __pyx_n_s_timedelta);
  __Pyx_GIVEREF(__pyx_n_s_timedelta);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_datetime, __pyx_t_3, -1); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":4
 * from tslib import NaT
 * from datetime import datetime, timedelta
 * iNaT = util.get_nat()             # <<<<<<<<<<<<<<
 * 
 * # core.common import for fast inference checks
 */
  __pyx_t_2 = __Pyx_PyInt_From_npy_int64(get_nat()); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_iNaT, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":7
 * 
 * # core.common import for fast inference checks
 * def is_float(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_float_object(obj)
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_126is_float, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_float, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":10
 *     return util.is_float_object(obj)
 * 
 * def is_integer(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(obj)
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_128is_integer, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_integer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":13
 *     return util.is_integer_object(obj)
 * 
 * def is_bool(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_bool_object(obj)
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_130is_bool, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_bool, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":16
 *     return util.is_bool_object(obj)
 * 
 * def is_complex(object obj):             # <<<<<<<<<<<<<<
 *     return util.is_complex_object(obj)
 * 
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_132is_complex, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_complex, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 16; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":19
 *     return util.is_complex_object(obj)
 * 
 * def is_period(object val):             # <<<<<<<<<<<<<<
 *     """ Return a boolean if this is a Period object """
 *     return util.is_period_object(val)
 */
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_134is_period, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_period, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 19; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":23
 *     return util.is_period_object(val)
 * 
 * _TYPE_MAP = {             # <<<<<<<<<<<<<<
 *     'int8': 'integer',
 *     'int16': 'integer',
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_int8, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_int16, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_int32, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_int64, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_i, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_uint8, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_uint16, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_uint32, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_uint64, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_u, __pyx_n_s_integer) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_float32, __pyx_n_s_floating) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_float64, __pyx_n_s_floating) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_f, __pyx_n_s_floating) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_complex128, __pyx_n_s_complex) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_c, __pyx_n_s_complex) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_string, __pyx_n_s_string) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_S, __pyx_n_s_string) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_unicode, __pyx_n_s_unicode) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_U, __pyx_n_s_unicode) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_bool_2, __pyx_n_s_boolean) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_b, __pyx_n_s_boolean) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_kp_s_datetime64_ns, __pyx_n_s_datetime64) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_M, __pyx_n_s_datetime64) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_kp_s_timedelta64_ns, __pyx_n_s_timedelta64) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_m, __pyx_n_s_timedelta64) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_TYPE_MAP, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/src/inference.pyx":52
 * 
 * # types only exist on certain platform
 * try:             # <<<<<<<<<<<<<<
 *     np.float128
 *     _TYPE_MAP['float128'] = 'floating'
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_10);
    /*try:*/ {

      /* "pandas/src/inference.pyx":53
 * # types only exist on certain platform
 * try:
 *     np.float128             # <<<<<<<<<<<<<<
 *     _TYPE_MAP['float128'] = 'floating'
 * except AttributeError:
 */
      __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L2_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_float128); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 53; __pyx_clineno = __LINE__; goto __pyx_L2_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/inference.pyx":54
 * try:
 *     np.float128
 *     _TYPE_MAP['float128'] = 'floating'             # <<<<<<<<<<<<<<
 * except AttributeError:
 *     pass
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L2_error;}
      __Pyx_GOTREF(__pyx_t_3);
      if (unlikely(PyObject_SetItem(__pyx_t_3, __pyx_n_s_float128, __pyx_n_s_floating) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L2_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    goto __pyx_L9_try_end;
    __pyx_L2_error:;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "pandas/src/inference.pyx":55
 *     np.float128
 *     _TYPE_MAP['float128'] = 'floating'
 * except AttributeError:             # <<<<<<<<<<<<<<
 *     pass
 * try:
 */
    __pyx_t_11 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
    if (__pyx_t_11) {
      PyErr_Restore(0,0,0);
      goto __pyx_L3_exception_handled;
    }
    goto __pyx_L4_except_error;
    __pyx_L4_except_error:;
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    goto __pyx_L1_error;
    __pyx_L3_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    __pyx_L9_try_end:;
  }

  /* "pandas/src/inference.pyx":57
 * except AttributeError:
 *     pass
 * try:             # <<<<<<<<<<<<<<
 *     np.complex256
 *     _TYPE_MAP['complex256'] = 'complex'
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_8);
    /*try:*/ {

      /* "pandas/src/inference.pyx":58
 *     pass
 * try:
 *     np.complex256             # <<<<<<<<<<<<<<
 *     _TYPE_MAP['complex256'] = 'complex'
 * except AttributeError:
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_complex256); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 58; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/src/inference.pyx":59
 * try:
 *     np.complex256
 *     _TYPE_MAP['complex256'] = 'complex'             # <<<<<<<<<<<<<<
 * except AttributeError:
 *     pass
 */
      __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
      __Pyx_GOTREF(__pyx_t_2);
      if (unlikely(PyObject_SetItem(__pyx_t_2, __pyx_n_s_complex256, __pyx_n_s_complex) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 59; __pyx_clineno = __LINE__; goto __pyx_L10_error;}
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    }
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    goto __pyx_L17_try_end;
    __pyx_L10_error:;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/src/inference.pyx":60
 *     np.complex256
 *     _TYPE_MAP['complex256'] = 'complex'
 * except AttributeError:             # <<<<<<<<<<<<<<
 *     pass
 * try:
 */
    __pyx_t_11 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
    if (__pyx_t_11) {
      PyErr_Restore(0,0,0);
      goto __pyx_L11_exception_handled;
    }
    goto __pyx_L12_except_error;
    __pyx_L12_except_error:;
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
    goto __pyx_L1_error;
    __pyx_L11_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
    __pyx_L17_try_end:;
  }

  /* "pandas/src/inference.pyx":62
 * except AttributeError:
 *     pass
 * try:             # <<<<<<<<<<<<<<
 *     np.float16
 *     _TYPE_MAP['float16'] = 'floating'
 */
  {
    __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_10);
    /*try:*/ {

      /* "pandas/src/inference.pyx":63
 *     pass
 * try:
 *     np.float16             # <<<<<<<<<<<<<<
 *     _TYPE_MAP['float16'] = 'floating'
 * except AttributeError:
 */
      __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L18_error;}
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_float16); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 63; __pyx_clineno = __LINE__; goto __pyx_L18_error;}
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/src/inference.pyx":64
 * try:
 *     np.float16
 *     _TYPE_MAP['float16'] = 'floating'             # <<<<<<<<<<<<<<
 * except AttributeError:
 *     pass
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_TYPE_MAP); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L18_error;}
      __Pyx_GOTREF(__pyx_t_3);
      if (unlikely(PyObject_SetItem(__pyx_t_3, __pyx_n_s_float16, __pyx_n_s_floating) < 0)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 64; __pyx_clineno = __LINE__; goto __pyx_L18_error;}
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    }
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
    goto __pyx_L25_try_end;
    __pyx_L18_error:;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "pandas/src/inference.pyx":65
 *     np.float16
 *     _TYPE_MAP['float16'] = 'floating'
 * except AttributeError:             # <<<<<<<<<<<<<<
 *     pass
 * 
 */
    __pyx_t_11 = PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
    if (__pyx_t_11) {
      PyErr_Restore(0,0,0);
      goto __pyx_L19_exception_handled;
    }
    goto __pyx_L20_except_error;
    __pyx_L20_except_error:;
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    goto __pyx_L1_error;
    __pyx_L19_exception_handled:;
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    __pyx_L25_try_end:;
  }

  /* "pandas/src/inference.pyx":68
 *     pass
 * 
 * def infer_dtype(object _values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_136infer_dtype, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_infer_dtype, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 68; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":173
 *     return 'mixed'
 * 
 * def infer_dtype_list(list values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_138infer_dtype_list, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_infer_dtype_list, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 173; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":179
 * 
 * 
 * def is_possible_datetimelike_array(object arr):             # <<<<<<<<<<<<<<
 *     # determine if we have a possible datetimelike (or null-like) array
 *     cdef:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_140is_possible_datetimelike_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_possible_datetimelike_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 179; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":226
 *     return PyDelta_Check(o) or util.is_timedelta64_object(o)
 * 
 * def is_bool_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_142is_bool_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_bool_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 226; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":247
 *         return False
 * 
 * def is_integer(object o):             # <<<<<<<<<<<<<<
 *     return util.is_integer_object(o)
 * 
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_144is_integer, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_integer, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":250
 *     return util.is_integer_object(o)
 * 
 * def is_integer_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_146is_integer_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_integer_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 250; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":271
 *         return False
 * 
 * def is_integer_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_148is_integer_float_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_integer_float_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 271; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":294
 *         return False
 * 
 * def is_float_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_150is_float_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_float_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 294; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":315
 *         return False
 * 
 * def is_string_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_152is_string_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_string_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 315; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":336
 *         return False
 * 
 * def is_unicode_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_154is_unicode_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_unicode_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":358
 * 
 * 
 * def is_datetime_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_156is_datetime_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_datetime_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 358; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":375
 *     return null_count != n
 * 
 * def is_datetime64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_158is_datetime64_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_datetime64_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 375; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":392
 *     return null_count != n
 * 
 * def is_timedelta_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_160is_timedelta_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_timedelta_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 392; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":407
 *     return null_count != n
 * 
 * def is_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     cdef int i, null_count = 0, n = len(values)
 *     cdef object v
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_162is_timedelta64_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_timedelta64_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 407; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":422
 *     return null_count != n
 * 
 * def is_timedelta_or_timedelta64_array(ndarray values):             # <<<<<<<<<<<<<<
 *     """ infer with timedeltas and/or nat/none """
 *     cdef int i, null_count = 0, n = len(values)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_164is_timedelta_or_timedelta64_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_timedelta_or_timedelta64_arra, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 422; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":438
 *     return null_count != n
 * 
 * def is_date_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_166is_date_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_date_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":447
 *     return True
 * 
 * def is_time_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     if n == 0:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_168is_time_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_time_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 447; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":456
 *     return True
 * 
 * def is_period(object o):             # <<<<<<<<<<<<<<
 *     from pandas import Period
 *     return isinstance(o,Period)
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_170is_period, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_period, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 456; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":460
 *     return isinstance(o,Period)
 * 
 * def is_period_array(ndarray[object] values):             # <<<<<<<<<<<<<<
 *     cdef int i, n = len(values)
 *     from pandas.tseries.period import Period
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_172is_period_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_is_period_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 460; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":475
 *     inline int floatify(object, double *result) except -1
 * 
 * cdef double fINT64_MAX = <double> INT64_MAX             # <<<<<<<<<<<<<<
 * cdef double fINT64_MIN = <double> INT64_MIN
 * 
 */
  __pyx_v_6pandas_3lib_fINT64_MAX = ((double)INT64_MAX);

  /* "pandas/src/inference.pyx":476
 * 
 * cdef double fINT64_MAX = <double> INT64_MAX
 * cdef double fINT64_MIN = <double> INT64_MIN             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_v_6pandas_3lib_fINT64_MIN = ((double)INT64_MIN);

  /* "pandas/src/inference.pyx":479
 * 
 * 
 * def maybe_convert_numeric(object[:] values, set na_values,             # <<<<<<<<<<<<<<
 *                           bint convert_empty=True, bint coerce_numeric=False):
 *     '''
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_174maybe_convert_numeric, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_maybe_convert_numeric, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 479; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":560
 * 
 * 
 * def maybe_convert_objects(ndarray[object] objects, bint try_float=0,             # <<<<<<<<<<<<<<
 *                           bint safe=0, bint convert_datetime=0,
 *                           bint convert_timedelta=0):
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_176maybe_convert_objects, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_maybe_convert_objects, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 560; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":726
 * 
 * 
 * def convert_sql_column(x):             # <<<<<<<<<<<<<<
 *     return maybe_convert_objects(x, try_float=1)
 * 
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_178convert_sql_column, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_convert_sql_column, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 726; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":729
 *     return maybe_convert_objects(x, try_float=1)
 * 
 * def try_parse_dates(ndarray[object] values, parser=None,             # <<<<<<<<<<<<<<
 *                     dayfirst=False,default=None):
 *     cdef:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_180try_parse_dates, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_try_parse_dates, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 729; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":777
 *     return result
 * 
 * def try_parse_date_and_time(ndarray[object] dates, ndarray[object] times,             # <<<<<<<<<<<<<<
 *                             date_parser=None, time_parser=None,
 *                             dayfirst=False,default=None):
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_182try_parse_date_and_time, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_try_parse_date_and_time, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 777; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":831
 * 
 * 
 * def try_parse_year_month_day(ndarray[object] years, ndarray[object] months,             # <<<<<<<<<<<<<<
 *                              ndarray[object] days):
 *     cdef:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_184try_parse_year_month_day, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_try_parse_year_month_day, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":849
 *     return result
 * 
 * def try_parse_datetime_components(ndarray[object] years,             # <<<<<<<<<<<<<<
 *                                   ndarray[object] months,
 *                                   ndarray[object] days,
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_186try_parse_datetime_components, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_try_parse_datetime_components, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":885
 *     return result
 * 
 * def sanitize_objects(ndarray[object] values, set na_values,             # <<<<<<<<<<<<<<
 *                      convert_empty=True):
 *     cdef:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_188sanitize_objects, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_sanitize_objects, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":908
 *     return na_count
 * 
 * def maybe_convert_bool(ndarray[object] arr,             # <<<<<<<<<<<<<<
 *                        true_values=None, false_values=None):
 *     cdef:
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_190maybe_convert_bool, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_maybe_convert_bool, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 908; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":957
 * 
 * 
 * def map_infer_mask(ndarray arr, object f, ndarray[uint8_t] mask,             # <<<<<<<<<<<<<<
 *                    bint convert=1):
 *     '''
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_192map_infer_mask, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_map_infer_mask, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 957; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":999
 *     return result
 * 
 * def map_infer(ndarray arr, object f, bint convert=1):             # <<<<<<<<<<<<<<
 *     '''
 *     Substitute for np.vectorize with pandas-friendly dtype inference
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_194map_infer, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_map_infer, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 999; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":1038
 * 
 * 
 * def to_object_array(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_196to_object_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_to_object_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":1062
 *     return result
 * 
 * def tuples_to_object_array(ndarray[object] tuples):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_198tuples_to_object_array, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_tuples_to_object_array, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1062; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":1078
 *     return result
 * 
 * def to_object_array_tuples(list rows):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, j, n, k, tmp
 */
  __pyx_t_3 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_200to_object_array_tuples, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_to_object_array_tuples, __pyx_t_3) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/src/inference.pyx":1109
 * 
 * 
 * def fast_multiget(dict mapping, ndarray keys, default=np.nan):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(keys)
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_nan); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_k__57 = __pyx_t_2;
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;
  __pyx_t_2 = PyCFunction_NewEx(&__pyx_mdef_6pandas_3lib_202fast_multiget, NULL, __pyx_n_s_pandas_lib); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_fast_multiget, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 1109; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/lib.pyx":1
 * cimport numpy as np             # <<<<<<<<<<<<<<
 * cimport cython
 * import numpy as np
 */
  __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_t_2, __pyx_kp_u_item_from_zerodim_line_263, __pyx_kp_u_If_the_value_is_a_zerodim_array) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "View.MemoryView":203
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_array_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 *     def __dealloc__(array self):
 */
  __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_array_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_array_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 203; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_array_type);

  /* "View.MemoryView":276
 *         return self.name
 * 
 * cdef generic = Enum("<strided and direct or indirect>")             # <<<<<<<<<<<<<<
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_MemviewEnum_type)), __pyx_tuple__258, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 276; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(generic);
  __Pyx_DECREF_SET(generic, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":277
 * 
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default             # <<<<<<<<<<<<<<
 * cdef indirect = Enum("<strided and indirect>")
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_MemviewEnum_type)), __pyx_tuple__259, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(strided);
  __Pyx_DECREF_SET(strided, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":278
 * cdef generic = Enum("<strided and direct or indirect>")
 * cdef strided = Enum("<strided and direct>") # default
 * cdef indirect = Enum("<strided and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_MemviewEnum_type)), __pyx_tuple__260, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 278; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(indirect);
  __Pyx_DECREF_SET(indirect, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":281
 * 
 * 
 * cdef contiguous = Enum("<contiguous and direct>")             # <<<<<<<<<<<<<<
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_MemviewEnum_type)), __pyx_tuple__261, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 281; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(contiguous);
  __Pyx_DECREF_SET(contiguous, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":282
 * 
 * cdef contiguous = Enum("<contiguous and direct>")
 * cdef indirect_contiguous = Enum("<contiguous and indirect>")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __Pyx_PyObject_Call(((PyObject *)((PyObject *)__pyx_MemviewEnum_type)), __pyx_tuple__262, NULL); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_XGOTREF(indirect_contiguous);
  __Pyx_DECREF_SET(indirect_contiguous, __pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_2);
  __pyx_t_2 = 0;

  /* "View.MemoryView":496
 *         info.obj = self
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_memoryview_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 496; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_memoryview_type);

  /* "View.MemoryView":953
 *             return self.from_object
 * 
 *     __pyx_getbuffer = capsule(<void *> &__pyx_memoryview_getbuffer, "getbuffer(obj, view, flags)")             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = __pyx_capsule_create(((void *)(&__pyx_memoryview_getbuffer)), __pyx_k_getbuffer_obj_view_flags); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_memoryviewslice_type->tp_dict, __pyx_n_s_pyx_getbuffer, __pyx_t_2) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 953; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  PyType_Modified(__pyx_memoryviewslice_type);

  /* "View.MemoryView":1361
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
 * cdef void _slice_assign_scalar(char *data, Py_ssize_t *shape,             # <<<<<<<<<<<<<<
 *                               Py_ssize_t *strides, int ndim,
 *                               size_t itemsize, void *item) nogil:
 */

  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  if (__pyx_m) {
    if (__pyx_d) {
      __Pyx_AddTraceback("init pandas.lib", __pyx_clineno, __pyx_lineno, __pyx_filename);
      Py_DECREF(__pyx_d); __pyx_d = 0;
    }
    Py_DECREF(__pyx_m); __pyx_m = 0;
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init pandas.lib");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if PY_MAJOR_VERSION < 3
  return;
  #else
  return __pyx_m;
  #endif
}

/* Runtime support code */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule((char *)modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
    if (unlikely(!result)) {
        PyErr_Format(PyExc_NameError,
#if PY_MAJOR_VERSION >= 3
            "name '%U' is not defined", name);
#else
            "name '%.200s' is not defined", PyString_AS_STRING(name));
#endif
    }
    return result;
}

static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_COMPILING_IN_CPYTHON
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError))
            goto bad;
        PyErr_Clear();
        r = d;
        Py_INCREF(d);
    }
    return r;
bad:
    return NULL;
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = func->ob_type->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = PyCFunction_GET_FUNCTION(func);
    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
        }
    }
    return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject* args = PyTuple_Pack(1, arg);
    return (likely(args)) ? __Pyx_PyObject_Call(func, args, NULL) : NULL;
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (PyErr_ExceptionMatches(PyExc_OverflowError))
                        PyErr_Clear();
                    else
                        return NULL;
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
}
static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (likely(Py_TYPE(obj) == type)) return 1;
        #if PY_MAJOR_VERSION == 2
        else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(PyObject_TypeCheck(obj, type))) return 1;
    }
    __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
    return 0;
}

static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON
    result = PyDict_GetItem(__pyx_d, name);
    if (likely(result)) {
        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(PyObject_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
  unsigned int n = 1;
  return *(unsigned char*)(&n) != 0;
}
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t < '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static CYTHON_INLINE PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number;
    int ndim = ctx->head->field->type->ndim;
;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
      case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if (ctx->enc_type == *ts && got_Z == ctx->is_complex &&
            ctx->enc_packmode == ctx->new_packmode) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}
static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static CYTHON_INLINE int __Pyx_GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_SetString(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_Restore(type, value, tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(type, value, tb);
#endif
}

static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (!buf) {
        PyErr_SetString(PyExc_ValueError,
            "buf is NULL.");
        goto fail;
    } else if (memviewslice->memview || memviewslice->data) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) {
    va_list vargs;
    char msg[200];
    va_start(vargs, fmt);
#ifdef HAVE_STDARG_PROTOTYPES
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    Py_FatalError(msg);
    va_end(vargs);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview || (PyObject *) memview == Py_None)
        return;
    if (__pyx_get_slice_count(memview) < 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (first_time) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview ) {
        return;
    } else if ((PyObject *) memview == Py_None) {
        memslice->memview = NULL;
        return;
    }
    if (__pyx_get_slice_count(memview) <= 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (last_time) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
}

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

static CYTHON_INLINE int __Pyx_IterFinish(void) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    PyObject* exc_type = tstate->curexc_type;
    if (unlikely(exc_type)) {
        if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) {
            PyObject *exc_value, *exc_tb;
            exc_value = tstate->curexc_value;
            exc_tb = tstate->curexc_traceback;
            tstate->curexc_type = 0;
            tstate->curexc_value = 0;
            tstate->curexc_traceback = 0;
            Py_DECREF(exc_type);
            Py_XDECREF(exc_value);
            Py_XDECREF(exc_tb);
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#else
    if (unlikely(PyErr_Occurred())) {
        if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) {
            PyErr_Clear();
            return 0;
        } else {
            return -1;
        }
    }
    return 0;
#endif
}

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
#else
    PyErr_GetExcInfo(type, value, tb);
#endif
}
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(type, value, tb);
#endif
}

#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    if (PyType_Check(type)) {
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
            goto raise_error;
        }
    }
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                if (PyObject_IsSubclass(instance_class, type)) {
                    type = instance_class;
                } else {
                    instance_class = NULL;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
#if PY_VERSION_HEX >= 0x03030000
    if (cause) {
#else
    if (cause && cause != Py_None) {
#endif
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
        PyThreadState *tstate = PyThreadState_GET();
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (!j) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o));
        if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
            PyObject* old = PyList_GET_ITEM(o, n);
            Py_INCREF(v);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            return 1;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_ass_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (PyErr_ExceptionMatches(PyExc_OverflowError))
                        PyErr_Clear();
                    else
                        return -1;
                }
            }
            return m->sq_ass_item(o, i, v);
        }
    }
#else
#if CYTHON_COMPILING_IN_PYPY
    if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) {
#else
    if (is_list || PySequence_Check(o)) {
#endif
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
}

static CYTHON_INLINE int __Pyx_mod_int(int a, int b) {
    int r = a % b;
    r += ((r != 0) & ((r ^ b) < 0)) * b;
    return r;
}

static CYTHON_INLINE int __Pyx_PyObject_SetSlice(
        PyObject* obj, PyObject* value, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_ass_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (PyErr_ExceptionMatches(PyExc_OverflowError))
                    PyErr_Clear();
                else
                    goto bad;
            }
        }
        return ms->sq_ass_slice(obj, cstart, cstop, value);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_ass_subscript))
#endif
    {
        int result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_COMPILING_IN_CPYTHON
        result = mp->mp_ass_subscript(obj, py_slice, value);
#else
        result = value ? PyObject_SetItem(obj, py_slice, value) : PyObject_DelItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object does not support slice %.10s",
        Py_TYPE(obj)->tp_name, value ? "assignment" : "deletion");
bad:
    return -1;
}

static CYTHON_INLINE long __Pyx_mod_long(long a, long b) {
    long r = a % b;
    r += ((r != 0) & ((r ^ b) < 0)) * b;
    return r;
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx_crop_slice(Py_ssize_t* _start, Py_ssize_t* _stop, Py_ssize_t* _length) {
    Py_ssize_t start = *_start, stop = *_stop, length = *_length;
    if (start < 0) {
        start += length;
        if (start < 0)
            start = 0;
    }
    if (stop < 0)
        stop += length;
    else if (stop > length)
        stop = length;
    *_length = stop - start;
    *_start = start;
    *_stop = stop;
}
static CYTHON_INLINE void __Pyx_copy_object_array(PyObject** CYTHON_RESTRICT src, PyObject** CYTHON_RESTRICT dest, Py_ssize_t length) {
    PyObject *v;
    Py_ssize_t i;
    for (i = 0; i < length; i++) {
        v = dest[i] = src[i];
        Py_INCREF(v);
    }
}
static CYTHON_INLINE PyObject* __Pyx_PyList_GetSlice(
            PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
    PyObject* dest;
    Py_ssize_t length = PyList_GET_SIZE(src);
    __Pyx_crop_slice(&start, &stop, &length);
    if (unlikely(length <= 0))
        return PyList_New(0);
    dest = PyList_New(length);
    if (unlikely(!dest))
        return NULL;
    __Pyx_copy_object_array(
        ((PyListObject*)src)->ob_item + start,
        ((PyListObject*)dest)->ob_item,
        length);
    return dest;
}
static CYTHON_INLINE PyObject* __Pyx_PyTuple_GetSlice(
            PyObject* src, Py_ssize_t start, Py_ssize_t stop) {
    PyObject* dest;
    Py_ssize_t length = PyTuple_GET_SIZE(src);
    __Pyx_crop_slice(&start, &stop, &length);
    if (unlikely(length <= 0))
        return PyTuple_New(0);
    dest = PyTuple_New(length);
    if (unlikely(!dest))
        return NULL;
    __Pyx_copy_object_array(
        ((PyTupleObject*)src)->ob_item + start,
        ((PyTupleObject*)dest)->ob_item,
        length);
    return dest;
}
#endif

static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (PyErr_ExceptionMatches(PyExc_OverflowError))
                    PyErr_Clear();
                else
                    goto bad;
            }
        }
        return ms->sq_slice(obj, cstart, cstop);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_subscript))
#endif
    {
        PyObject* result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_COMPILING_IN_CPYTHON
        result = mp->mp_subscript(obj, py_slice);
#else
        result = PyObject_GetItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
bad:
    return NULL;
}

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *args;
            PyObject *function = PyMethod_GET_FUNCTION(method);
            args = PyTuple_New(2);
            if (unlikely(!args)) goto bad;
            Py_INCREF(self);
            PyTuple_SET_ITEM(args, 0, self);
            Py_INCREF(arg);
            PyTuple_SET_ITEM(args, 1, arg);
            Py_INCREF(function);
            Py_DECREF(method); method = NULL;
            result = __Pyx_PyObject_Call(function, args, NULL);
            Py_DECREF(args);
            Py_DECREF(function);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallOneArg(method, arg);
bad:
    Py_XDECREF(method);
    return result;
}

static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
    if (likely(PyList_CheckExact(L))) {
        if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
    } else {
        PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x);
        if (unlikely(!retval))
            return -1;
        Py_DECREF(retval);
    }
    return 0;
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = *type;
    tstate->exc_value = *value;
    tstate->exc_traceback = *tb;
#else
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
#endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}

static double __Pyx__PyObject_AsDouble(PyObject* obj) {
    PyObject* float_value;
#if CYTHON_COMPILING_IN_PYPY
    float_value = PyNumber_Float(obj);
#else
    PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number;
    if (likely(nb) && likely(nb->nb_float)) {
        float_value = nb->nb_float(obj);
        if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) {
            PyErr_Format(PyExc_TypeError,
                "__float__ returned non-float (type %.200s)",
                Py_TYPE(float_value)->tp_name);
            Py_DECREF(float_value);
            goto bad;
        }
    } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) {
#if PY_MAJOR_VERSION >= 3
        float_value = PyFloat_FromString(obj);
#else
        float_value = PyFloat_FromString(obj, 0);
#endif
    } else {
        PyObject* args = PyTuple_New(1);
        if (unlikely(!args)) goto bad;
        PyTuple_SET_ITEM(args, 0, obj);
        float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0);
        PyTuple_SET_ITEM(args, 0, 0);
        Py_DECREF(args);
    }
#endif
    if (likely(float_value)) {
        double value = PyFloat_AS_DOUBLE(float_value);
        Py_DECREF(float_value);
        return value;
    }
bad:
    return (double)-1;
}

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    Py_DECREF(res);
    return 0;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
#ifndef PY_WRITE_RESTRICTED
#define PY_WRITE_RESTRICTED WRITE_RESTRICTED
#endif
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyMem_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return PyMethod_New(func,
                            type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
#if CYTHON_COMPILING_IN_PYPY
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    Py_ssize_t size;
    switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) {
    case METH_VARARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0)
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 0)
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 1)
                return (*meth)(self, PyTuple_GET_ITEM(arg, 0));
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
#else
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
	return PyCFunction_Call(func, arg, kw);
}
#endif
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_Call,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __Pyx_CyFunction_init(void) {
#if !CYTHON_COMPILING_IN_PYPY
    __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
#endif
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (__pyx_CyFunctionType == NULL) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyMem_Malloc(size);
    if (!m->defaults)
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        length = strlen(cstring);
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    length = stop - start;
    if (unlikely(length <= 0))
        return PyUnicode_FromUnicode(NULL, 0);
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
    long q = a / b;
    long r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItem(dict, __pyx_n_s_pyx_vtable, ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

static PyObject *__Pyx_GetNameInClass(PyObject *nmspace, PyObject *name) {
    PyObject *result;
    result = __Pyx_PyObject_GetAttrStr(nmspace, name);
    if (!result)
        result = __Pyx_GetModuleGlobalName(name);
    return result;
}

static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
    Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases);
    for (i=0; i < nbases; i++) {
        PyTypeObject *tmptype;
        PyObject *tmp = PyTuple_GET_ITEM(bases, i);
        tmptype = Py_TYPE(tmp);
#if PY_MAJOR_VERSION < 3
        if (tmptype == &PyClass_Type)
            continue;
#endif
        if (!metaclass) {
            metaclass = tmptype;
            continue;
        }
        if (PyType_IsSubtype(metaclass, tmptype))
            continue;
        if (PyType_IsSubtype(tmptype, metaclass)) {
            metaclass = tmptype;
            continue;
        }
        PyErr_SetString(PyExc_TypeError,
                        "metaclass conflict: "
                        "the metaclass of a derived class "
                        "must be a (non-strict) subclass "
                        "of the metaclasses of all its bases");
        return NULL;
    }
    if (!metaclass) {
#if PY_MAJOR_VERSION < 3
        metaclass = &PyClass_Type;
#else
        metaclass = &PyType_Type;
#endif
    }
    Py_INCREF((PyObject*) metaclass);
    return (PyObject*) metaclass;
}

static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
                                           PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
    PyObject *ns;
    if (metaclass) {
        PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare);
        if (prep) {
            PyObject *pargs = PyTuple_Pack(2, name, bases);
            if (unlikely(!pargs)) {
                Py_DECREF(prep);
                return NULL;
            }
            ns = PyObject_Call(prep, pargs, mkw);
            Py_DECREF(prep);
            Py_DECREF(pargs);
        } else {
            if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError)))
                return NULL;
            PyErr_Clear();
            ns = PyDict_New();
        }
    } else {
        ns = PyDict_New();
    }
    if (unlikely(!ns))
        return NULL;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad;
    if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc_2, doc) < 0)) goto bad;
    return ns;
bad:
    Py_DECREF(ns);
    return NULL;
}
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
                                      PyObject *dict, PyObject *mkw,
                                      int calculate_metaclass, int allow_py2_metaclass) {
    PyObject *result, *margs;
    PyObject *owned_metaclass = NULL;
    if (allow_py2_metaclass) {
        owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass);
        if (owned_metaclass) {
            metaclass = owned_metaclass;
        } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
            PyErr_Clear();
        } else {
            return NULL;
        }
    }
    if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
        metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
        Py_XDECREF(owned_metaclass);
        if (unlikely(!metaclass))
            return NULL;
        owned_metaclass = metaclass;
    }
    margs = PyTuple_Pack(3, name, bases, dict);
    if (unlikely(!margs)) {
        result = NULL;
    } else {
        result = PyObject_Call(metaclass, margs, mkw);
        Py_DECREF(margs);
    }
    Py_XDECREF(owned_metaclass);
    return result;
}

static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = (start + end) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    py_code = __pyx_find_code_object(c_line ? c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        __pyx_d,      /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    py_frame->f_lineno = py_line;
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(int) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(int) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)       \
    {                                                                     \
        func_type value = func_value;                                     \
        if (sizeof(target_type) < sizeof(func_type)) {                    \
            if (unlikely(value != (func_type) (target_type) value)) {     \
                func_type zero = 0;                                       \
                if (is_unsigned && unlikely(value < zero))                \
                    goto raise_neg_overflow;                              \
                else                                                      \
                    goto raise_overflow;                                  \
            }                                                             \
        }                                                                 \
        return (target_type) value;                                       \
    }

#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(int) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x))
            } else if (sizeof(int) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


                static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_VERSION_HEX < 0x03030000
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                #if PY_VERSION_HEX < 0x03030000
                PyObject *py_level = PyInt_FromLong(1);
                if (!py_level)
                    goto bad;
                module = PyObject_CallFunctionObjArgs(py_import,
                    name, global_dict, empty_dict, list, py_level, NULL);
                Py_DECREF(py_level);
                #else
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                #endif
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_VERSION_HEX < 0x03030000
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_VERSION_HEX < 0x03030000
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

static int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
    int i;
    if (!a || !b)
        return 0;
    if (a == b)
        return 1;
    if (a->size != b->size || a->typegroup != b->typegroup ||
            a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
        if (a->typegroup == 'H' || b->typegroup == 'H') {
            return a->size == b->size;
        } else {
            return 0;
        }
    }
    if (a->ndim) {
        for (i = 0; i < a->ndim; i++)
            if (a->arraysize[i] != b->arraysize[i])
                return 0;
    }
    if (a->typegroup == 'S') {
        if (a->flags != b->flags)
            return 0;
        if (a->fields || b->fields) {
            if (!(a->fields && b->fields))
                return 0;
            for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
                __Pyx_StructField *field_a = a->fields + i;
                __Pyx_StructField *field_b = b->fields + i;
                if (field_a->offset != field_b->offset ||
                    !__pyx_typeinfo_cmp(field_a->type, field_b->type))
                    return 0;
            }
            return !a->fields[i].type && !b->fields[i].type;
        }
    }
    return 1;
}

static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
    if (buf->shape[dim] <= 1)
        return 1;
    if (buf->strides) {
        if (spec & __Pyx_MEMVIEW_CONTIG) {
            if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
                if (buf->strides[dim] != sizeof(void *)) {
                    PyErr_Format(PyExc_ValueError,
                                 "Buffer is not indirectly contiguous "
                                 "in dimension %d.", dim);
                    goto fail;
                }
            } else if (buf->strides[dim] != buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
        if (spec & __Pyx_MEMVIEW_FOLLOW) {
            Py_ssize_t stride = buf->strides[dim];
            if (stride < 0)
                stride = -stride;
            if (stride < buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
    } else {
        if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not contiguous in "
                         "dimension %d", dim);
            goto fail;
        } else if (spec & (__Pyx_MEMVIEW_PTR)) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not indirect in "
                         "dimension %d", dim);
            goto fail;
        } else if (buf->suboffsets) {
            PyErr_SetString(PyExc_ValueError,
                            "Buffer exposes suboffsets but no strides");
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec)
{
    if (spec & __Pyx_MEMVIEW_DIRECT) {
        if (buf->suboffsets && buf->suboffsets[dim] >= 0) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer not compatible with direct access "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    if (spec & __Pyx_MEMVIEW_PTR) {
        if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer is not indirectly accessible "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
    int i;
    if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = 0; i < ndim; i++) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1)
            {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not fortran contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = ndim - 1; i >- 1; i--) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not C contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    }
    return 1;
fail:
    return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj)
{
    struct __pyx_memoryview_obj *memview, *new_memview;
    __Pyx_RefNannyDeclarations
    Py_buffer *buf;
    int i, spec = 0, retval = -1;
    __Pyx_BufFmt_Context ctx;
    int from_memoryview = __pyx_memoryview_check(original_obj);
    __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
    if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
                                                            original_obj)->typeinfo)) {
        memview = (struct __pyx_memoryview_obj *) original_obj;
        new_memview = NULL;
    } else {
        memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                            original_obj, buf_flags, 0, dtype);
        new_memview = memview;
        if (unlikely(!memview))
            goto fail;
    }
    buf = &memview->view;
    if (buf->ndim != ndim) {
        PyErr_Format(PyExc_ValueError,
                "Buffer has wrong number of dimensions (expected %d, got %d)",
                ndim, buf->ndim);
        goto fail;
    }
    if (new_memview) {
        __Pyx_BufFmt_Init(&ctx, stack, dtype);
        if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
    }
    if ((unsigned) buf->itemsize != dtype->size) {
        PyErr_Format(PyExc_ValueError,
                     "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) "
                     "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
                     buf->itemsize,
                     (buf->itemsize > 1) ? "s" : "",
                     dtype->name,
                     dtype->size,
                     (dtype->size > 1) ? "s" : "");
        goto fail;
    }
    for (i = 0; i < ndim; i++) {
        spec = axes_specs[i];
        if (!__pyx_check_strides(buf, i, ndim, spec))
            goto fail;
        if (!__pyx_check_suboffsets(buf, i, ndim, spec))
            goto fail;
    }
    if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
                                         new_memview != NULL) == -1)) {
        goto fail;
    }
    retval = 0;
    goto no_fail;
fail:
    Py_XDECREF(new_memview);
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_float64_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *x) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_int64) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_int64, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_int64) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(npy_int64) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int64) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(npy_int64, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(npy_int64) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int64) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_int64 val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_int64) -1;
        }
    } else {
        npy_int64 val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (npy_int64) -1;
        val = __Pyx_PyInt_As_npy_int64(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_int64");
    return (npy_int64) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_int64");
    return (npy_int64) -1;
}

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(npy_int64) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int64) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(npy_int64) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(npy_int64) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int64) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(npy_int64),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_object(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_object, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

static PyObject *__pyx_memview_get_nn___pyx_t_5numpy_float64_t(const char *itemp) {
    return (PyObject *) PyFloat_FromDouble(*(__pyx_t_5numpy_float64_t *) itemp);
}
static int __pyx_memview_set_nn___pyx_t_5numpy_float64_t(const char *itemp, PyObject *obj) {
    __pyx_t_5numpy_float64_t value = __pyx_PyFloat_AsDouble(obj);
    if ((value == (npy_float64)-1) && PyErr_Occurred())
        return 0;
    *(__pyx_t_5numpy_float64_t *) itemp = value;
    return 1;
}

static CYTHON_INLINE npy_uint8 __Pyx_PyInt_As_npy_uint8(PyObject *x) {
    const npy_uint8 neg_one = (npy_uint8) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_uint8) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_uint8, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_uint8) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_uint8, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(npy_uint8) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_uint8) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(npy_uint8, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_uint8,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(npy_uint8, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(npy_uint8) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(npy_uint8, long, PyLong_AsLong(x))
            } else if (sizeof(npy_uint8) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(npy_uint8, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_uint8 val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_uint8) -1;
        }
    } else {
        npy_uint8 val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (npy_uint8) -1;
        val = __Pyx_PyInt_As_npy_uint8(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_uint8");
    return (npy_uint8) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_uint8");
    return (npy_uint8) -1;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(long) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(long) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_Py_intptr_t(Py_intptr_t value) {
    const Py_intptr_t neg_one = (Py_intptr_t) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(Py_intptr_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(Py_intptr_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(Py_intptr_t) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(Py_intptr_t),
                                     little, !is_unsigned);
    }
}

static PyObject *__pyx_memview_get_object(const char *itemp) {
    PyObject *result = *(PyObject **) itemp;
    Py_INCREF(result);
    return result;
}
static int __pyx_memview_set_object(const char *itemp, PyObject *obj) {
    Py_INCREF(obj);
    Py_DECREF(*(PyObject **) itemp);
    *(PyObject **) itemp = obj;
    return 1;
}

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        double denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(a, a);
                    case 3:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, a);
                    case 4:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_abs(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

static __pyx_t_double_complex __Pyx_PyComplex_As___pyx_t_double_complex(PyObject* o) {
    Py_complex cval;
#if CYTHON_COMPILING_IN_CPYTHON
    if (PyComplex_CheckExact(o))
        cval = ((PyComplexObject *)o)->cval;
    else
#endif
        cval = PyComplex_AsCComplex(o);
    return __pyx_t_double_complex_from_parts(
               (double)cval.real,
               (double)cval.imag);
}

static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *x) {
    const npy_int32 neg_one = (npy_int32) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_int32) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_int32, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_int32) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(npy_int32) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int32) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(npy_int32, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(npy_int32) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int32) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_int32 val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_int32) -1;
        }
    } else {
        npy_int32 val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (npy_int32) -1;
        val = __Pyx_PyInt_As_npy_int32(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_int32");
    return (npy_int32) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_int32");
    return (npy_int32) -1;
}

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        float denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(a, a);
                    case 3:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, a);
                    case 4:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_absf(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value) {
    const ptrdiff_t neg_one = (ptrdiff_t) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(ptrdiff_t) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(ptrdiff_t) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(ptrdiff_t) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(ptrdiff_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(ptrdiff_t) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(ptrdiff_t),
                                     little, !is_unsigned);
    }
}

static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice *mvs,
                             char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs->memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs->suboffsets[index] >= 0 || mvs->strides[index] != itemsize)
            return 0;
        itemsize *= mvs->shape[index];
    }
    return 1;
}

static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (from_mvs->suboffsets[i] >= 0) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF(new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF(array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
    PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, NULL);
#else
    cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
    return cobj;
}

static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
    const char neg_one = (char) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(char, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(char, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(char) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(char, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(char, long, PyLong_AsLong(x))
            } else if (sizeof(char) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(char, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            char val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (char) -1;
        }
    } else {
        char val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyInt_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(long) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x))
            } else if (sizeof(long) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

static PyObject *__Pyx_Generator_Next(PyObject *self);
static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Generator_Close(PyObject *self);
static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args);
static PyTypeObject *__pyx_GeneratorType = 0;
#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
#if 1 || PY_VERSION_HEX < 0x030300B0
static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (unlikely(et != PyExc_StopIteration) &&
            unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) {
            if (!ev) {
                Py_INCREF(Py_None);
                ev = Py_None;
            }
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = ev;
            return 0;
        }
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = PyObject_GetAttr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PyObject_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
#endif
static CYTHON_INLINE
void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) {
    PyObject *exc_type = self->exc_type;
    PyObject *exc_value = self->exc_value;
    PyObject *exc_traceback = self->exc_traceback;
    self->exc_type = NULL;
    self->exc_value = NULL;
    self->exc_traceback = NULL;
    Py_XDECREF(exc_type);
    Py_XDECREF(exc_value);
    Py_XDECREF(exc_traceback);
}
static CYTHON_INLINE
int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) {
    if (unlikely(gen->is_running)) {
        PyErr_SetString(PyExc_ValueError,
                        "generator already executing");
        return 1;
    }
    return 0;
}
static CYTHON_INLINE
PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) {
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            PyErr_SetString(PyExc_TypeError,
                            "can't send non-None value to a "
                            "just-started generator");
            return NULL;
        }
    }
    if (unlikely(self->resume_label == -1)) {
        PyErr_SetNone(PyExc_StopIteration);
        return NULL;
    }
    if (value) {
#if CYTHON_COMPILING_IN_PYPY
#else
        if (self->exc_traceback) {
            PyThreadState *tstate = PyThreadState_GET();
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_XINCREF(tstate->frame);
            assert(f->f_back == NULL);
            f->f_back = tstate->frame;
        }
#endif
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
    } else {
        __Pyx_Generator_ExceptionClear(self);
    }
    self->is_running = 1;
    retval = self->body((PyObject *) self, value);
    self->is_running = 0;
    if (retval) {
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
#if CYTHON_COMPILING_IN_PYPY
#else
        if (self->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_CLEAR(f->f_back);
        }
#endif
    } else {
        __Pyx_Generator_ExceptionClear(self);
    }
    return retval;
}
static CYTHON_INLINE
PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Generator_Undelegate(gen);
    __Pyx_PyGen_FetchStopIterationValue(&val);
    ret = __Pyx_Generator_SendEx(gen, val);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        ret = Py_TYPE(yf)->tp_iternext(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Generator_FinishDelegation(gen);
    }
    return __Pyx_Generator_SendEx(gen, Py_None);
}
static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Send(yf, value);
        } else {
            if (value == Py_None)
                ret = PyIter_Next(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Generator_FinishDelegation(gen);
    }
    return __Pyx_Generator_SendEx(gen, value);
}
static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Generator_Close(yf);
        if (!retval)
            return -1;
    } else {
        PyObject *meth;
        gen->is_running = 1;
        meth = PyObject_GetAttr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!retval)
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Close(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Generator_CloseIter(gen, yf);
        __Pyx_Generator_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Generator_SendEx(gen, NULL);
    if (retval) {
        Py_DECREF(retval);
        PyErr_SetString(PyExc_RuntimeError,
                        "generator ignored GeneratorExit");
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (!raised_exception
        || raised_exception == PyExc_StopIteration
        || raised_exception == PyExc_GeneratorExit
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
    {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject *typ;
    PyObject *tb = NULL;
    PyObject *val = NULL;
    PyObject *yf = gen->yieldfrom;
    if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
        return NULL;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
            int err = __Pyx_Generator_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Generator_Undelegate(gen);
            if (err < 0)
                return __Pyx_Generator_SendEx(gen, NULL);
            goto throw_here;
        }
        gen->is_running = 1;
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Throw(yf, args);
        } else {
            PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Generator_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            ret = PyObject_CallObject(meth, args);
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Generator_FinishDelegation(gen);
        }
        return ret;
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Generator_SendEx(gen, NULL);
}
static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    Py_VISIT(gen->exc_type);
    Py_VISIT(gen->exc_value);
    Py_VISIT(gen->exc_traceback);
    return 0;
}
static int __Pyx_Generator_clear(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    Py_CLEAR(gen->exc_type);
    Py_CLEAR(gen->exc_value);
    Py_CLEAR(gen->exc_traceback);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    return 0;
}
static void __Pyx_Generator_dealloc(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label > 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1
        if (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (self->ob_refcnt > 0)
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
    __Pyx_Generator_clear(self);
    PyObject_GC_Del(gen);
}
static void __Pyx_Generator_del(PyObject *self) {
    PyObject *res;
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    if (gen->resume_label <= 0)
        return ;
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt == 0);
    self->ob_refcnt = 1;
#endif
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
    res = __Pyx_Generator_Close(self);
    if (res == NULL)
        PyErr_WriteUnraisable(self);
    else
        Py_DECREF(res);
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt > 0);
    if (--self->ob_refcnt == 0) {
        return;
    }
    {
        Py_ssize_t refcnt = self->ob_refcnt;
        _Py_NewReference(self);
        self->ob_refcnt = refcnt;
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(self->ob_type) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Generator_get_name(__pyx_GeneratorObject *self)
{
    Py_INCREF(self->gi_name);
    return self->gi_name;
}
static int
__Pyx_Generator_set_name(__pyx_GeneratorObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Generator_get_qualname(__pyx_GeneratorObject *self)
{
    Py_INCREF(self->gi_qualname);
    return self->gi_qualname;
}
static int
__Pyx_Generator_set_qualname(__pyx_GeneratorObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Generator_get_name, (setter)__Pyx_Generator_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Generator_get_qualname, (setter)__Pyx_Generator_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_GeneratorObject, is_running), READONLY, NULL},
    {0, 0, 0, 0, 0}
};
static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Generator_Send, METH_O, 0},
    {"throw", (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0},
    {"close", (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0},
    {0, 0, 0, 0}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "generator",
    sizeof(__pyx_GeneratorObject),
    0,
    (destructor) __Pyx_Generator_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Generator_traverse,
    0,
    0,
    offsetof(__pyx_GeneratorObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#else
    __Pyx_Generator_del,
#endif
    0,
#if PY_VERSION_HEX >= 0x030400a1
    __Pyx_Generator_del,
#endif
};
static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
                                                  PyObject *closure, PyObject *name, PyObject *qualname) {
    __pyx_GeneratorObject *gen =
        PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type);
    if (gen == NULL)
        return NULL;
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    gen->exc_type = NULL;
    gen->exc_value = NULL;
    gen->exc_traceback = NULL;
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    PyObject_GC_Track(gen);
    return gen;
}
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (__pyx_GeneratorType == NULL) {
        return -1;
    }
    return 0;
}

static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

#ifndef __PYX_HAVE_RT_ImportModule
#define __PYX_HAVE_RT_ImportModule
static PyObject *__Pyx_ImportModule(const char *name) {
    PyObject *py_name = 0;
    PyObject *py_module = 0;
    py_name = __Pyx_PyIdentifier_FromString(name);
    if (!py_name)
        goto bad;
    py_module = PyImport_Import(py_name);
    Py_DECREF(py_name);
    return py_module;
bad:
    Py_XDECREF(py_name);
    return 0;
}
#endif

#ifndef __PYX_HAVE_RT_ImportType
#define __PYX_HAVE_RT_ImportType
static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name,
    size_t size, int strict)
{
    PyObject *py_module = 0;
    PyObject *result = 0;
    PyObject *py_name = 0;
    char warning[200];
    Py_ssize_t basicsize;
#ifdef Py_LIMITED_API
    PyObject *py_basicsize;
#endif
    py_module = __Pyx_ImportModule(module_name);
    if (!py_module)
        goto bad;
    py_name = __Pyx_PyIdentifier_FromString(class_name);
    if (!py_name)
        goto bad;
    result = PyObject_GetAttr(py_module, py_name);
    Py_DECREF(py_name);
    py_name = 0;
    Py_DECREF(py_module);
    py_module = 0;
    if (!result)
        goto bad;
    if (!PyType_Check(result)) {
        PyErr_Format(PyExc_TypeError,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (!strict && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility",
            module_name, class_name);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    else if ((size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s has the wrong size, try recompiling",
            module_name, class_name);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

#ifndef __PYX_HAVE_RT_ImportFunction
#define __PYX_HAVE_RT_ImportFunction
static int __Pyx_ImportFunction(PyObject *module, const char *funcname, void (**f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, funcname);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C function %.200s",
                PyModule_GetName(module), funcname);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    tmp.p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), funcname, sig, desc);
        goto bad;
    }
    tmp.p = PyCObject_AsVoidPtr(cobj);}
#endif
    *f = tmp.fp;
    if (!(*f))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
#if PY_VERSION_HEX < 0x03030000
        char* defenc_c;
        PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
        if (!defenc) return NULL;
        defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        {
            char* end = defenc_c + PyBytes_GET_SIZE(defenc);
            char* c;
            for (c = defenc_c; c < end; c++) {
                if ((unsigned char) (*c) >= 128) {
                    PyUnicode_AsASCIIString(o);
                    return NULL;
                }
            }
        }
#endif
        *length = PyBytes_GET_SIZE(defenc);
        return defenc_c;
#else
        if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (PyUnicode_IS_ASCII(o)) {
            *length = PyUnicode_GET_LENGTH(o);
            return PyUnicode_AsUTF8(o);
        } else {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
#else
        return PyUnicode_AsUTF8AndSize(o, length);
#endif
#endif
    } else
#endif
#if !CYTHON_COMPILING_IN_PYPY
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
  PyNumberMethods *m;
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (PyInt_Check(x) || PyLong_Check(x))
#else
  if (PyLong_Check(x))
#endif
    return Py_INCREF(x), x;
  m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b)))
      return PyInt_AS_LONG(b);
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
     #if CYTHON_USE_PYLONG_INTERNALS
       switch (Py_SIZE(b)) {
       case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0];
       case  0: return 0;
       case  1: return ((PyLongObject*)b)->ob_digit[0];
       }
     #endif
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
