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  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
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#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
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  #define PyIntObject                  PyLongObject
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  #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
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#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
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#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
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#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
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#ifndef CYTHON_INLINE
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    #define CYTHON_INLINE __inline__
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    #define CYTHON_INLINE __inline
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    #define CYTHON_INLINE inline
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    #define CYTHON_INLINE
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#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
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    #define CYTHON_RESTRICT
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#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
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  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
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#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)
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  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
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#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
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#endif

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__pandas__parser
#define __PYX_HAVE_API__pandas__parser
#include "string.h"
#include "stdio.h"
#include "stdlib.h"
#include "pythread.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include "numpy_helper.h"
#include "khash_python.h"
#include "headers/stdint.h"
#include "headers/portable.h"
#include "errno.h"
#include "parser/tokenizer.h"
#include "parser/io.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/parser.pyx",
  "pandas/src/util.pxd",
  "pandas/src/numpy.pxd",
  "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;


/* "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;
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#if CYTHON_CCOMPLEX
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/*--- Type declarations ---*/
struct __pyx_obj_6pandas_6parser_TextReader;

/* "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;

/* "pandas/parser.pyx":244
 * 
 * 
 * cdef class TextReader:             # <<<<<<<<<<<<<<
 *     '''
 * 
 */
struct __pyx_obj_6pandas_6parser_TextReader {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_6parser_TextReader *__pyx_vtab;
  parser_t *parser;
  PyObject *file_handle;
  PyObject *na_fvalues;
  int na_filter;
  int verbose;
  int has_usecols;
  int has_mi_columns;
  int parser_start;
  PyObject *clocks;
  char *c_encoding;
  int leading_cols;
  int table_width;
  int skip_footer;
  int buffer_lines;
  PyObject *allow_leading_cols;
  PyObject *delimiter;
  PyObject *converters;
  PyObject *delim_whitespace;
  PyObject *na_values;
  PyObject *true_values;
  PyObject *false_values;
  PyObject *memory_map;
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  PyObject *header;
  PyObject *orig_header;
  PyObject *names;
  PyObject *header_start;
  PyObject *header_end;
  PyObject *index_col;
  PyObject *low_memory;
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  PyObject *use_unsigned;
  PyObject *dtype;
  PyObject *encoding;
  PyObject *compression;
  PyObject *mangle_dupe_cols;
  PyObject *tupleize_cols;
  PyObject *noconvert;
  PyObject *usecols;
};



struct __pyx_vtabstruct_6pandas_6parser_TextReader {
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  PyObject *(*_setup_parser_source)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_get_header)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_implicit_index_count)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_read_low_memory)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_tokenize_rows)(struct __pyx_obj_6pandas_6parser_TextReader *, size_t);
  PyObject *(*_read_rows)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, int);
  PyObject *(*_start_clock)(struct __pyx_obj_6pandas_6parser_TextReader *);
  PyObject *(*_end_clock)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *);
  PyObject *(*_convert_tokens)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, int, int, PyObject *, int, kh_str_t *, PyObject *);
  PyObject *(*_convert_with_dtype)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, Py_ssize_t, int, int, int, int, kh_str_t *, PyObject *);
  PyObject *(*_string_convert)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, int, int, int, kh_str_t *);
  PyObject *(*_get_na_list)(struct __pyx_obj_6pandas_6parser_TextReader *, PyObject *, PyObject *);
  PyObject *(*_free_na_set)(struct __pyx_obj_6pandas_6parser_TextReader *, kh_str_t *);
  PyObject *(*_get_column_name)(struct __pyx_obj_6pandas_6parser_TextReader *, Py_ssize_t, Py_ssize_t);
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static struct __pyx_vtabstruct_6pandas_6parser_TextReader *__pyx_vtabptr_6pandas_6parser_TextReader;
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static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, PyObject* attr_name) {
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static PyObject *__Pyx_GetBuiltinName(PyObject *name);

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

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
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static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
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static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw);
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static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb);

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

static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);

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

#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
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static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func);
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static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) {
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static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

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

#define __Pyx_GetItemInt(o, i, type, is_signed, to_py_func, is_list, wraparound, boundscheck) \
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static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
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static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j);
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
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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);

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

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static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed);

#if PY_MAJOR_VERSION < 3
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static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb);
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static PyObject *__pyx_f_6pandas_6parser_10TextReader__make_skiprow_set(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__setup_parser_source(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_source); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__get_header(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__implicit_index_count(CYTHON_UNUSED struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__read_low_memory(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__tokenize_rows(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, size_t __pyx_v_nrows); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__read_rows(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows, int __pyx_v_trim); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__start_clock(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__end_clock(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_what); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_6parser_10TextReader__convert_tokens(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, Py_ssize_t __pyx_v_i, int __pyx_v_start, int __pyx_v_end, PyObject *__pyx_v_name, int __pyx_v_na_filter, kh_str_t *__pyx_v_na_hashset, PyObject *__pyx_v_na_flist); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__convert_with_dtype(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_dtype, Py_ssize_t __pyx_v_i, int __pyx_v_start, int __pyx_v_end, int __pyx_v_na_filter, int __pyx_v_user_dtype, kh_str_t *__pyx_v_na_hashset, PyObject *__pyx_v_na_flist); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__string_convert(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, Py_ssize_t __pyx_v_i, int __pyx_v_start, int __pyx_v_end, int __pyx_v_na_filter, kh_str_t *__pyx_v_na_hashset); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__get_na_list(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_name); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__free_na_set(CYTHON_UNUSED struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, kh_str_t *__pyx_v_table); /* proto*/
static PyObject *__pyx_f_6pandas_6parser_10TextReader__get_column_name(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, Py_ssize_t __pyx_v_i, Py_ssize_t __pyx_v_nused); /* proto*/

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

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

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/* Module declarations from 'util' */

/* Module declarations from 'khash' */

/* Module declarations from 'pandas.parser' */
static PyTypeObject *__pyx_ptype_6pandas_6parser_TextReader = 0;
static int __pyx_v_6pandas_6parser_PY3;
static double __pyx_v_6pandas_6parser_INF;
static double __pyx_v_6pandas_6parser_NEGINF;
static PyObject *__pyx_v_6pandas_6parser__true_values = 0;
static PyObject *__pyx_v_6pandas_6parser__false_values = 0;
static char *__pyx_v_6pandas_6parser_cinf;
static char *__pyx_v_6pandas_6parser_cneginf;
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static PyObject *__pyx_f_6pandas_6parser_raise_parser_error(PyObject *, parser_t *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__apply_converter(PyObject *, parser_t *, int, int, int, char *); /*proto*/
static PyObject *__pyx_f_6pandas_6parser__fill_structured_column(char *, char *, int, int, int, int); /*proto*/
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#define __Pyx_MODULE_NAME "pandas.parser"
int __pyx_module_is_main_pandas__parser = 0;

/* Implementation of 'pandas.parser' */
static PyObject *__pyx_builtin_NameError;
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static PyObject *__pyx_builtin_RuntimeError;
static int __pyx_pf_6pandas_6parser_10TextReader___cinit__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_source, PyObject *__pyx_v_delimiter, PyObject *__pyx_v_header, CYTHON_UNUSED PyObject *__pyx_v_header_start, CYTHON_UNUSED PyObject *__pyx_v_header_end, PyObject *__pyx_v_index_col, PyObject *__pyx_v_names, PyObject *__pyx_v_memory_map, PyObject *__pyx_v_tokenize_chunksize, PyObject *__pyx_v_delim_whitespace, PyObject *__pyx_v_compression, PyObject *__pyx_v_converters, PyObject *__pyx_v_as_recarray, PyObject *__pyx_v_skipinitialspace, PyObject *__pyx_v_escapechar, PyObject *__pyx_v_doublequote, PyObject *__pyx_v_quotechar, PyObject *__pyx_v_quoting, PyObject *__pyx_v_lineterminator, PyObject *__pyx_v_encoding, PyObject *__pyx_v_comment, PyObject *__pyx_v_decimal, PyObject *__pyx_v_thousands, PyObject *__pyx_v_dtype, PyObject *__pyx_v_usecols, PyObject *__pyx_v_error_bad_lines, PyObject *__pyx_v_warn_bad_lines, PyObject *__pyx_v_na_filter, PyObject *__pyx_v_na_values, PyObject *__pyx_v_na_fvalues, PyObject *__pyx_v_true_values, PyObject *__pyx_v_false_values, PyObject *__pyx_v_compact_ints, PyObject *__pyx_v_allow_leading_cols, PyObject *__pyx_v_use_unsigned, PyObject *__pyx_v_low_memory, CYTHON_UNUSED PyObject *__pyx_v_buffer_lines, PyObject *__pyx_v_skiprows, PyObject *__pyx_v_skip_footer, PyObject *__pyx_v_verbose, PyObject *__pyx_v_mangle_dupe_cols, PyObject *__pyx_v_tupleize_cols, PyObject *__pyx_v_float_precision, PyObject *__pyx_v_skip_blank_lines); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_2__init__(CYTHON_UNUSED struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_args, CYTHON_UNUSED PyObject *__pyx_v_kwards); /* proto */
static void __pyx_pf_6pandas_6parser_10TextReader_4__dealloc__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_6set_error_bad_lines(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, int __pyx_v_status); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8read(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10debug_print(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12set_noconvert(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_14remove_noconvert(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16_convert_column_data(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_rows, PyObject *__pyx_v_upcast_na, CYTHON_UNUSED PyObject *__pyx_v_footer); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_18_get_converter(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12leading_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12leading_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11table_width___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11table_width_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11skip_footer___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11skip_footer_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12buffer_lines___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12buffer_lines_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_18allow_leading_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9delimiter___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9delimiter_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9delimiter_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10converters___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10converters_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10converters_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16delim_whitespace_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9na_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9na_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9na_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11true_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11true_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11true_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12false_values___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12false_values_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12false_values_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10memory_map___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10memory_map_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10memory_map_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11as_recarray___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11as_recarray_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11as_recarray_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_6header___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_6header_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_6header_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11orig_header___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11orig_header_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11orig_header_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_5names___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5names_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5names_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12header_start___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12header_start_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12header_start_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10header_end___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10header_end_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10header_end_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9index_col___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9index_col_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9index_col_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_10low_memory___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10low_memory_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_10low_memory_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8skiprows___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8skiprows_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8skiprows_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12compact_ints___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12compact_ints_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12compact_ints_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_12use_unsigned___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12use_unsigned_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_12use_unsigned_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_5dtype___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5dtype_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_5dtype_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_8encoding___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8encoding_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_8encoding_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_11compression___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11compression_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_11compression_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_16mangle_dupe_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_13tupleize_cols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_9noconvert___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9noconvert_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_9noconvert_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10TextReader_7usecols___get__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_7usecols_2__set__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_6pandas_6parser_10TextReader_7usecols_4__del__(struct __pyx_obj_6pandas_6parser_TextReader *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser__ensure_encoded(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lst); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_2_is_file_like(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_4_maybe_upcast(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_6downcast_int64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, int __pyx_v_use_unsigned); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_8_concatenate_chunks(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_chunks); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_10_compute_na_values(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_12_to_structured_array(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_columns, PyObject *__pyx_v_names); /* proto */
static PyObject *__pyx_pf_6pandas_6parser_14_maybe_encode(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_values); /* 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 PyObject *__pyx_tp_new_6pandas_6parser_TextReader(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static char __pyx_k_[] = ",";
static char __pyx_k_B[] = "B";
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_O[] = "O";
static char __pyx_k_Q[] = "Q";
static char __pyx_k_S[] = "S";
static char __pyx_k_U[] = "U";
static char __pyx_k_a[] = "a";
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_k[] = "k";
static char __pyx_k_l[] = "l";
static char __pyx_k_n[] = "n";
static char __pyx_k_q[] = "q";
static char __pyx_k_u[] = "u";
static char __pyx_k_x[] = "x";
static char __pyx_k_NA[] = "NA";
static char __pyx_k_O8[] = "|O8";
static char __pyx_k_Zd[] = "Zd";
static char __pyx_k_Zf[] = "Zf";
static char __pyx_k_Zg[] = "Zg";
static char __pyx_k__3[] = "\"";
static char __pyx_k__4[] = ".";
static char __pyx_k_b1[] = "|b1";
static char __pyx_k_dt[] = "dt";
static char __pyx_k_f8[] = "f8";
static char __pyx_k_i8[] = "i8";
static char __pyx_k_io[] = "io";
static char __pyx_k_mn[] = "mn";
static char __pyx_k_mx[] = "mx";
static char __pyx_k_np[] = "np";
static char __pyx_k_os[] = "os";
static char __pyx_k_rb[] = "rb";
static char __pyx_k_NaN[] = "NaN";
static char __pyx_k_S_d[] = "|S%d";
static char __pyx_k__16[] = "";
static char __pyx_k__35[] = " ";
static char __pyx_k__45[] = "*";
static char __pyx_k_arr[] = "arr";
static char __pyx_k_buf[] = "buf";
static char __pyx_k_bz2[] = "bz2";
static char __pyx_k_d_2[] = "d";
static char __pyx_k_doc[] = "__doc__";
static char __pyx_k_end[] = "end";
static char __pyx_k_get[] = "get";
static char __pyx_k_inf[] = "inf";
static char __pyx_k_lib[] = "lib";
static char __pyx_k_lst[] = "lst";
static char __pyx_k_max[] = "max";
static char __pyx_k_min[] = "min";
static char __pyx_k_nan[] = "nan";
static char __pyx_k_obj[] = "obj";
static char __pyx_k_ord[] = "ord";
static char __pyx_k_pop[] = "pop";
static char __pyx_k_s_d[] = "%s.%d";
static char __pyx_k_str[] = "str";
static char __pyx_k_sys[] = "sys";
static char __pyx_k_typ[] = "_typ";
static char __pyx_k_val[] = "val";
static char __pyx_k_NA_2[] = "#NA";
static char __pyx_k_NULL[] = "NULL";
static char __pyx_k_TRUE[] = "TRUE";
static char __pyx_k_True[] = "True";
static char __pyx_k_arrs[] = "arrs";
static char __pyx_k_bool[] = "bool_";
static char __pyx_k_f8_2[] = "<f8";
static char __pyx_k_file[] = "file";
static char __pyx_k_gzip[] = "gzip";
static char __pyx_k_high[] = "high";
static char __pyx_k_i8_2[] = "<i8";
static char __pyx_k_int8[] = "int8";
static char __pyx_k_join[] = "join";
static char __pyx_k_keys[] = "keys";
static char __pyx_k_main[] = "__main__";
static char __pyx_k_mask[] = "mask";
static char __pyx_k_name[] = "name";
static char __pyx_k_path[] = "path";
static char __pyx_k_read[] = "read";
static char __pyx_k_recs[] = "recs";
static char __pyx_k_rows[] = "rows";
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_view[] = "view";
static char __pyx_k_warn[] = "warn";
static char __pyx_k_1_IND[] = "-1.#IND";
static char __pyx_k_FALSE[] = "FALSE";
static char __pyx_k_False[] = "False";
static char __pyx_k_chunk[] = "chunk";
static char __pyx_k_descr[] = "descr";
static char __pyx_k_dtype[] = "dtype";
static char __pyx_k_empty[] = "empty";
static char __pyx_k_false[] = "false";
static char __pyx_k_flags[] = "flags";
static char __pyx_k_iinfo[] = "iinfo";
static char __pyx_k_inf_2[] = "-inf";
static char __pyx_k_int16[] = "int16";
static char __pyx_k_int32[] = "int32";
static char __pyx_k_int64[] = "int64";
static char __pyx_k_lower[] = "lower";
static char __pyx_k_names[] = "names";
static char __pyx_k_numpy[] = "numpy";
static char __pyx_k_print[] = "print";
static char __pyx_k_range[] = "range";
static char __pyx_k_uint8[] = "uint8";
static char __pyx_k_utf_8[] = "utf-8";
static char __pyx_k_1_QNAN[] = "1.#QNAN";
static char __pyx_k_append[] = "append";
static char __pyx_k_astype[] = "astype";
static char __pyx_k_chunks[] = "chunks";
static char __pyx_k_column[] = "column";
static char __pyx_k_dtypes[] = "dtypes";
static char __pyx_k_elsize[] = "elsize";
static char __pyx_k_encode[] = "encode";
static char __pyx_k_exists[] = "exists";
static char __pyx_k_fields[] = "fields";
static char __pyx_k_fnames[] = "fnames";
static char __pyx_k_footer[] = "footer";
static char __pyx_k_header[] = "header";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_length[] = "length";
static char __pyx_k_mask_2[] = "_mask";
static char __pyx_k_module[] = "__module__";
static char __pyx_k_object[] = "object";
static char __pyx_k_offset[] = "offset";
static char __pyx_k_period[] = "period";
static char __pyx_k_remove[] = "remove";
static char __pyx_k_result[] = "result";
static char __pyx_k_source[] = "source";
static char __pyx_k_stderr[] = "stderr";
static char __pyx_k_strict[] = "strict";
static char __pyx_k_stride[] = "stride";
static char __pyx_k_uint16[] = "uint16";
static char __pyx_k_uint32[] = "uint32";
static char __pyx_k_uint64[] = "uint64";
static char __pyx_k_values[] = "values";
static char __pyx_k_1_IND_2[] = "1.#IND";
static char __pyx_k_BZ2File[] = "BZ2File";
static char __pyx_k_IOError[] = "IOError";
static char __pyx_k_N_A_N_A[] = "#N/A N/A";
static char __pyx_k_builtin[] = "__builtin__";
static char __pyx_k_columns[] = "columns";
static char __pyx_k_comment[] = "comment";
static char __pyx_k_decimal[] = "decimal";
static char __pyx_k_fileobj[] = "fileobj";
static char __pyx_k_float64[] = "float64";
static char __pyx_k_integer[] = "integer";
static char __pyx_k_nfields[] = "nfields";
static char __pyx_k_owndata[] = "owndata";
static char __pyx_k_prepare[] = "__prepare__";
static char __pyx_k_putmask[] = "putmask";
static char __pyx_k_quoting[] = "quoting";
static char __pyx_k_usecols[] = "usecols";
static char __pyx_k_verbose[] = "verbose";
static char __pyx_k_1_QNAN_2[] = "-1.#QNAN";
static char __pyx_k_GzipFile[] = "GzipFile";
static char __pyx_k_encoding[] = "encoding";
static char __pyx_k_int8info[] = "int8info";
static char __pyx_k_itemsize[] = "itemsize";
static char __pyx_k_na_count[] = "na_count";
static char __pyx_k_na_value[] = "na_value";
static char __pyx_k_object_2[] = "object_";
static char __pyx_k_qualname[] = "__qualname__";
static char __pyx_k_skiprows[] = "skiprows";
static char __pyx_k_warnings[] = "warnings";
static char __pyx_k_Exception[] = "Exception";
static char __pyx_k_NA_VALUES[] = "_NA_VALUES";
static char __pyx_k_NameError[] = "NameError";
static char __pyx_k_TypeError[] = "TypeError";
static char __pyx_k_Unnamed_d[] = "Unnamed: %d";
static char __pyx_k_delimiter[] = "delimiter";
static char __pyx_k_enumerate[] = "enumerate";
static char __pyx_k_index_col[] = "index_col";
static char __pyx_k_int16info[] = "int16info";
static char __pyx_k_int32info[] = "int32info";
static char __pyx_k_int64info[] = "int64info";
static char __pyx_k_io_common[] = "io.common";
static char __pyx_k_metaclass[] = "__metaclass__";
static char __pyx_k_na_filter[] = "na_filter";
static char __pyx_k_na_values[] = "na_values";
static char __pyx_k_quotechar[] = "quotechar";
static char __pyx_k_s_C_error[] = "%s. C error: ";
static char __pyx_k_thousands[] = "thousands";
static char __pyx_k_uint8info[] = "uint8info";
static char __pyx_k_upcast_na[] = "upcast_na";
static char __pyx_k_IndexError[] = "IndexError";
static char __pyx_k_ValueError[] = "ValueError";
static char __pyx_k_basestring[] = "basestring";
static char __pyx_k_converters[] = "converters";
static char __pyx_k_escapechar[] = "escapechar";
static char __pyx_k_field_type[] = "field_type";
static char __pyx_k_header_end[] = "header_end";
static char __pyx_k_low_memory[] = "low_memory";
static char __pyx_k_memory_map[] = "memory_map";
static char __pyx_k_na_fvalues[] = "na_fvalues";
static char __pyx_k_pandas_lib[] = "pandas.lib";
static char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static char __pyx_k_round_trip[] = "round_trip";
static char __pyx_k_s_len_of_d[] = "[%s], len of %d,";
static char __pyx_k_uint16info[] = "uint16info";
static char __pyx_k_uint32info[] = "uint32info";
static char __pyx_k_uint64info[] = "uint64info";
static char __pyx_k_as_recarray[] = "as_recarray";
static char __pyx_k_common_type[] = "common_type";
static char __pyx_k_compression[] = "compression";
static char __pyx_k_concatenate[] = "concatenate";
static char __pyx_k_doublequote[] = "doublequote";
static char __pyx_k_skip_footer[] = "skip_footer";
static char __pyx_k_true_values[] = "true_values";
static char __pyx_k_CParserError[] = "CParserError";
static char __pyx_k_DtypeWarning[] = "DtypeWarning";
static char __pyx_k_RuntimeError[] = "RuntimeError";
static char __pyx_k_Tokenization[] = "Tokenization";
static char __pyx_k_buffer_lines[] = "buffer_lines";
static char __pyx_k_compact_ints[] = "compact_ints";
static char __pyx_k_false_values[] = "false_values";
static char __pyx_k_header_start[] = "header_start";
static char __pyx_k_is_file_like[] = "_is_file_like";
static char __pyx_k_maybe_encode[] = "_maybe_encode";
static char __pyx_k_maybe_upcast[] = "_maybe_upcast";
static char __pyx_k_s_took_2f_ms[] = "%s took: %.2f ms";
static char __pyx_k_use_unsigned[] = "use_unsigned";
static char __pyx_k_version_info[] = "version_info";
static char __pyx_k_OverflowError[] = "OverflowError";
static char __pyx_k_StopIteration[] = "StopIteration";
static char __pyx_k_TextIOWrapper[] = "TextIOWrapper";
static char __pyx_k_get_converter[] = "_get_converter";
static char __pyx_k_pandas_parser[] = "pandas.parser";
static char __pyx_k_tupleize_cols[] = "tupleize_cols";
static char __pyx_k_warning_names[] = "warning_names";
static char __pyx_k_BufferedReader[] = "BufferedReader";
static char __pyx_k_downcast_int64[] = "downcast_int64";
static char __pyx_k_ensure_encoded[] = "_ensure_encoded";
static char __pyx_k_lineterminator[] = "lineterminator";
static char __pyx_k_warn_bad_lines[] = "warn_bad_lines";
static char __pyx_k_Type_conversion[] = "Type conversion";
static char __pyx_k_error_bad_lines[] = "error_bad_lines";
static char __pyx_k_float_precision[] = "float_precision";
static char __pyx_k_warning_columns[] = "warning_columns";
static char __pyx_k_warning_message[] = "warning_message";
static char __pyx_k_delim_whitespace[] = "delim_whitespace";
static char __pyx_k_find_common_type[] = "find_common_type";
static char __pyx_k_mangle_dupe_cols[] = "mangle_dupe_cols";
static char __pyx_k_skip_blank_lines[] = "skip_blank_lines";
static char __pyx_k_skipinitialspace[] = "skipinitialspace";
static char __pyx_k_DEFAULT_CHUNKSIZE[] = "DEFAULT_CHUNKSIZE";
static char __pyx_k_compute_na_values[] = "_compute_na_values";
static char __pyx_k_Unnamed_d_level__d[] = "Unnamed: %d_level_%d";
static char __pyx_k_allow_leading_cols[] = "allow_leading_cols";
static char __pyx_k_concatenate_chunks[] = "_concatenate_chunks";
static char __pyx_k_tokenize_chunksize[] = "tokenize_chunksize";
static char __pyx_k_NotImplementedError[] = "NotImplementedError";
static char __pyx_k_convert_column_data[] = "_convert_column_data";
static char __pyx_k_index_out_of_bounds[] = "index out of bounds";
static char __pyx_k_to_structured_array[] = "_to_structured_array";
static char __pyx_k_no_error_message_set[] = "no error message set";
static char __pyx_k_Error_tokenizing_data[] = "Error tokenizing data";
static char __pyx_k_File_s_does_not_exist[] = "File %s does not exist";
static char __pyx_k_Parser_memory_cleanup[] = "Parser memory cleanup";
static char __pyx_k_getfilesystemencoding[] = "getfilesystemencoding";
static char __pyx_k_maybe_convert_objects[] = "maybe_convert_objects";
static char __pyx_k_Unable_to_parse_column_d[] = "Unable to parse column %d";
static char __pyx_k_Must_be_all_encoded_bytes[] = "Must be all encoded bytes";
static char __pyx_k_Columns_s_have_mixed_types[] = "Columns (%s) have mixed types.";
static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
static char __pyx_k_Integer_column_has_NA_values[] = "Integer column has NA values";
static char __pyx_k_Initializing_from_file_failed[] = "Initializing from file failed";
static char __pyx_k_No_columns_to_parse_from_file[] = "No columns to parse from file";
static char __pyx_k_Conversion_to_structured_array[] = "Conversion to structured array";
static char __pyx_k_Expected_file_path_name_or_file[] = "Expected file path name or file-like object, got %s type";
static char __pyx_k_Only_length_1_escapes_supported[] = "Only length-1 escapes  supported";
static char __pyx_k_Only_length_1_thousands_markers[] = "Only length-1 thousands markers supported";
static char __pyx_k_Unrecognized_compression_type_s[] = "Unrecognized compression type: %s";
static char __pyx_k_Users_jreback_pandas_pandas_par[] = "/Users/jreback/pandas/pandas/parser.pyx";
static char __pyx_k_skip_footer_can_only_be_used_to[] = "skip_footer can only be used to read the whole file";
static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
static char __pyx_k_Cannot_handle_open_unicode_files[] = "Cannot handle open unicode files (yet)";
static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd";
static char __pyx_k_Initializing_parser_from_file_li[] = "Initializing parser from file-like object failed";
static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
static char __pyx_k_Only_length_1_comment_characters[] = "Only length-1 comment characters supported";
static char __pyx_k_Only_length_1_decimal_markers_su[] = "Only length-1 decimal markers supported";
static char __pyx_k_Only_length_1_line_terminators_s[] = "Only length-1 line terminators supported";
static char __pyx_k_Passed_header_names_mismatches_u[] = "Passed header names mismatches usecols";
static char __pyx_k_Passed_header_s_but_only_d_lines[] = "Passed header=%s but only %d lines in file";
static char __pyx_k_Python_cannot_read_bz2_from_open[] = "Python cannot read bz2 from open file handle";
static char __pyx_k_Specify_dtype_option_on_import_o[] = "Specify dtype option on import or set low_memory=False.";
static char __pyx_k_Too_many_columns_specified_expec[] = "Too many columns specified: expected %s and found %s";
static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
static char __pyx_k_only_length_1_separators_exclude[] = "only length-1 separators excluded right now";
static char __pyx_k_the_dtype_s_is_not_supported_for[] = "the dtype %s is not supported for parsing";
static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
static char __pyx_k_the_dtype_s_is_not_supported_for_2[] = "the dtype %s is not supported for parsing, pass this column using parse_dates instead";
static PyObject *__pyx_kp_b_;
static PyObject *__pyx_kp_s_;
static PyObject *__pyx_kp_b_1_IND;
static PyObject *__pyx_kp_b_1_IND_2;
static PyObject *__pyx_kp_b_1_QNAN;
static PyObject *__pyx_kp_b_1_QNAN_2;
static PyObject *__pyx_n_s_BZ2File;
static PyObject *__pyx_n_s_BufferedReader;
static PyObject *__pyx_n_s_CParserError;
static PyObject *__pyx_kp_s_Cannot_handle_open_unicode_files;
static PyObject *__pyx_kp_s_Columns_s_have_mixed_types;
static PyObject *__pyx_kp_s_Conversion_to_structured_array;
static PyObject *__pyx_n_s_DEFAULT_CHUNKSIZE;
static PyObject *__pyx_n_s_DtypeWarning;
static PyObject *__pyx_kp_s_Error_tokenizing_data;
static PyObject *__pyx_n_s_Exception;
static PyObject *__pyx_kp_s_Expected_file_path_name_or_file;
static PyObject *__pyx_n_b_FALSE;
static PyObject *__pyx_n_b_False;
static PyObject *__pyx_kp_s_File_s_does_not_exist;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
static PyObject *__pyx_n_s_GzipFile;
static PyObject *__pyx_n_s_IOError;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Initializing_from_file_failed;
static PyObject *__pyx_kp_s_Initializing_parser_from_file_li;
static PyObject *__pyx_kp_s_Integer_column_has_NA_values;
static PyObject *__pyx_n_s_M;
static PyObject *__pyx_kp_s_Must_be_all_encoded_bytes;
static PyObject *__pyx_n_b_NA;
static PyObject *__pyx_n_s_NA;
static PyObject *__pyx_kp_b_NA_2;
static PyObject *__pyx_n_s_NA_VALUES;
static PyObject *__pyx_n_b_NULL;
static PyObject *__pyx_kp_b_N_A_N_A;
static PyObject *__pyx_n_b_NaN;
static PyObject *__pyx_n_s_NameError;
static PyObject *__pyx_kp_s_No_columns_to_parse_from_file;
static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_s_O;
static PyObject *__pyx_kp_s_O8;
static PyObject *__pyx_kp_s_Only_length_1_comment_characters;
static PyObject *__pyx_kp_s_Only_length_1_decimal_markers_su;
static PyObject *__pyx_kp_s_Only_length_1_escapes_supported;
static PyObject *__pyx_kp_s_Only_length_1_line_terminators_s;
static PyObject *__pyx_kp_s_Only_length_1_thousands_markers;
static PyObject *__pyx_n_s_OverflowError;
static PyObject *__pyx_kp_s_Parser_memory_cleanup;
static PyObject *__pyx_kp_s_Passed_header_names_mismatches_u;
static PyObject *__pyx_kp_s_Passed_header_s_but_only_d_lines;
static PyObject *__pyx_kp_s_Python_cannot_read_bz2_from_open;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_n_s_S;
static PyObject *__pyx_kp_s_S_d;
static PyObject *__pyx_kp_s_Specify_dtype_option_on_import_o;
static PyObject *__pyx_n_s_StopIteration;
static PyObject *__pyx_n_b_TRUE;
static PyObject *__pyx_n_s_TextIOWrapper;
static PyObject *__pyx_n_s_Tokenization;
static PyObject *__pyx_kp_s_Too_many_columns_specified_expec;
static PyObject *__pyx_n_b_True;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Type_conversion;
static PyObject *__pyx_n_s_U;
static PyObject *__pyx_kp_s_Unable_to_parse_column_d;
static PyObject *__pyx_kp_s_Unnamed_d;
static PyObject *__pyx_kp_s_Unnamed_d_level__d;
static PyObject *__pyx_kp_s_Unrecognized_compression_type_s;
static PyObject *__pyx_kp_s_Users_jreback_pandas_pandas_par;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_b__16;
static PyObject *__pyx_kp_s__16;
static PyObject *__pyx_kp_b__3;
static PyObject *__pyx_kp_s__35;
static PyObject *__pyx_kp_b__4;
static PyObject *__pyx_n_s__45;
static PyObject *__pyx_n_s_a;
static PyObject *__pyx_n_s_allow_leading_cols;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_arr;
static PyObject *__pyx_n_s_arrs;
static PyObject *__pyx_n_s_as_recarray;
static PyObject *__pyx_n_s_astype;
static PyObject *__pyx_n_s_b;
static PyObject *__pyx_kp_s_b1;
static PyObject *__pyx_n_s_basestring;
static PyObject *__pyx_n_s_bool;
static PyObject *__pyx_n_s_buf;
static PyObject *__pyx_n_s_buffer_lines;
static PyObject *__pyx_n_s_builtin;
static PyObject *__pyx_n_s_bz2;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_s_chunk;
static PyObject *__pyx_n_s_chunks;
static PyObject *__pyx_n_s_column;
static PyObject *__pyx_n_s_columns;
static PyObject *__pyx_n_s_comment;
static PyObject *__pyx_n_s_common_type;
static PyObject *__pyx_n_s_compact_ints;
static PyObject *__pyx_n_s_compression;
static PyObject *__pyx_n_s_compute_na_values;
static PyObject *__pyx_n_s_concatenate;
static PyObject *__pyx_n_s_concatenate_chunks;
static PyObject *__pyx_n_s_convert_column_data;
static PyObject *__pyx_n_s_converters;
static PyObject *__pyx_kp_s_d;
static PyObject *__pyx_n_s_decimal;
static PyObject *__pyx_n_s_delim_whitespace;
static PyObject *__pyx_n_s_delimiter;
static PyObject *__pyx_n_s_descr;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_doublequote;
static PyObject *__pyx_n_s_downcast_int64;
static PyObject *__pyx_n_s_dt;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dtypes;
static PyObject *__pyx_n_s_elsize;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_encoding;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_ensure_encoded;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error_bad_lines;
static PyObject *__pyx_n_s_escapechar;
static PyObject *__pyx_n_s_exists;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_n_s_f8;
static PyObject *__pyx_kp_s_f8_2;
static PyObject *__pyx_n_b_false;
static PyObject *__pyx_n_s_false_values;
static PyObject *__pyx_n_s_field_type;
static PyObject *__pyx_n_s_fields;
static PyObject *__pyx_n_s_file;
static PyObject *__pyx_n_s_fileobj;
static PyObject *__pyx_n_s_find_common_type;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_float64;
static PyObject *__pyx_n_s_float_precision;
static PyObject *__pyx_n_s_fnames;
static PyObject *__pyx_n_s_footer;
static PyObject *__pyx_n_s_get;
static PyObject *__pyx_n_s_get_converter;
static PyObject *__pyx_n_s_getfilesystemencoding;
static PyObject *__pyx_n_s_gzip;
static PyObject *__pyx_n_s_header;
static PyObject *__pyx_n_s_header_end;
static PyObject *__pyx_n_s_header_start;
static PyObject *__pyx_n_s_high;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_i8;
static PyObject *__pyx_kp_s_i8_2;
static PyObject *__pyx_n_s_iinfo;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_index_col;
static PyObject *__pyx_kp_s_index_out_of_bounds;
static PyObject *__pyx_n_s_inf;
static PyObject *__pyx_n_s_int16;
static PyObject *__pyx_n_s_int16info;
static PyObject *__pyx_n_s_int32;
static PyObject *__pyx_n_s_int32info;
static PyObject *__pyx_n_s_int64;
static PyObject *__pyx_n_s_int64info;
static PyObject *__pyx_n_s_int8;
static PyObject *__pyx_n_s_int8info;
static PyObject *__pyx_n_s_integer;
static PyObject *__pyx_n_s_io;
static PyObject *__pyx_n_s_io_common;
static PyObject *__pyx_n_s_is_file_like;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_n_s_join;
static PyObject *__pyx_n_s_k;
static PyObject *__pyx_n_s_keys;
static PyObject *__pyx_n_s_length;
static PyObject *__pyx_n_s_lib;
static PyObject *__pyx_n_s_lineterminator;
static PyObject *__pyx_n_s_low_memory;
static PyObject *__pyx_n_s_lower;
static PyObject *__pyx_n_s_lst;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_mangle_dupe_cols;
static PyObject *__pyx_n_s_mask;
static PyObject *__pyx_n_s_mask_2;
static PyObject *__pyx_n_s_max;
static PyObject *__pyx_n_s_maybe_convert_objects;
static PyObject *__pyx_n_s_maybe_encode;
static PyObject *__pyx_n_s_maybe_upcast;
static PyObject *__pyx_n_s_memory_map;
static PyObject *__pyx_n_s_metaclass;
static PyObject *__pyx_n_s_min;
static PyObject *__pyx_n_s_mn;
static PyObject *__pyx_n_s_module;
static PyObject *__pyx_n_s_mx;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_n_s_na_count;
static PyObject *__pyx_n_s_na_filter;
static PyObject *__pyx_n_s_na_fvalues;
static PyObject *__pyx_n_s_na_value;
static PyObject *__pyx_n_s_na_values;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_names;
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  }
  if (p->usecols) {
    e = (*v)(p->usecols, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_6parser_TextReader(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_6parser_TextReader *p = (struct __pyx_obj_6pandas_6parser_TextReader *)o;
  tmp = ((PyObject*)p->file_handle);
  p->file_handle = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->na_fvalues);
  p->na_fvalues = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->clocks);
  p->clocks = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->allow_leading_cols);
  p->allow_leading_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->delimiter);
  p->delimiter = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->converters);
  p->converters = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->delim_whitespace);
  p->delim_whitespace = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->na_values);
  p->na_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->true_values);
  p->true_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->false_values);
  p->false_values = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->memory_map);
  p->memory_map = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->as_recarray);
  p->as_recarray = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header);
  p->header = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->orig_header);
  p->orig_header = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->names);
  p->names = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header_start);
  p->header_start = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->header_end);
  p->header_end = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->index_col);
  p->index_col = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->low_memory);
  p->low_memory = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->skiprows);
  p->skiprows = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->compact_ints);
  p->compact_ints = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->use_unsigned);
  p->use_unsigned = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dtype);
  p->dtype = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->encoding);
  p->encoding = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->compression);
  p->compression = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->mangle_dupe_cols);
  p->mangle_dupe_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->tupleize_cols);
  p->tupleize_cols = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->noconvert);
  p->noconvert = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->usecols);
  p->usecols = ((PyObject*)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_leading_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12leading_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_leading_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12leading_cols_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_table_width(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11table_width_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_table_width(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11table_width_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_skip_footer(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11skip_footer_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_skip_footer(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11skip_footer_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_buffer_lines(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12buffer_lines_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_buffer_lines(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12buffer_lines_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_allow_leading_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_allow_leading_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_18allow_leading_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_delimiter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_delimiter(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9delimiter_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_converters(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10converters_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_converters(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10converters_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10converters_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_delim_whitespace(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_delim_whitespace(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_16delim_whitespace_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_na_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9na_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_na_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9na_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9na_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_true_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11true_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_true_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11true_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11true_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_false_values(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12false_values_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_false_values(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12false_values_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12false_values_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_memory_map(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_memory_map(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10memory_map_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_as_recarray(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_as_recarray(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11as_recarray_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_6header_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_6header_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_6header_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_orig_header(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_orig_header(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11orig_header_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_names(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_5names_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_names(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_5names_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_5names_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header_start(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12header_start_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header_start(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12header_start_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12header_start_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_header_end(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10header_end_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_header_end(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10header_end_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10header_end_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_index_col(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9index_col_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_index_col(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9index_col_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9index_col_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_low_memory(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_low_memory(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_10low_memory_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_skiprows(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_skiprows(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_8skiprows_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_compact_ints(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_compact_ints(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12compact_ints_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_use_unsigned(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_use_unsigned(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_12use_unsigned_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_dtype(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_5dtype_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_dtype(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_5dtype_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_5dtype_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_encoding(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_8encoding_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_encoding(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_8encoding_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_8encoding_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_compression(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_11compression_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_compression(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_11compression_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_11compression_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_mangle_dupe_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_mangle_dupe_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_16mangle_dupe_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_tupleize_cols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_tupleize_cols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_13tupleize_cols_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_noconvert(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_noconvert(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_3__set__(o, v);
  }
  else {
    return __pyx_pw_6pandas_6parser_10TextReader_9noconvert_5__del__(o);
  }
}

static PyObject *__pyx_getprop_6pandas_6parser_10TextReader_usecols(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_6parser_10TextReader_7usecols_1__get__(o);
}

static int __pyx_setprop_6pandas_6parser_10TextReader_usecols(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_6pandas_6parser_10TextReader_7usecols_3__set__(o, v);
  }
  else {
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}

static PyMethodDef __pyx_methods_6pandas_6parser_TextReader[] = {
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  {"read", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_9read, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_6parser_10TextReader_8read},
  {"debug_print", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_11debug_print, METH_NOARGS, 0},
  {"set_noconvert", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_13set_noconvert, METH_O, 0},
  {"remove_noconvert", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_15remove_noconvert, METH_O, 0},
  {"_convert_column_data", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_17_convert_column_data, METH_VARARGS|METH_KEYWORDS, 0},
  {"_get_converter", (PyCFunction)__pyx_pw_6pandas_6parser_10TextReader_19_get_converter, METH_VARARGS|METH_KEYWORDS, 0},
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};

static struct PyGetSetDef __pyx_getsets_6pandas_6parser_TextReader[] = {
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  {(char *)"skip_footer", __pyx_getprop_6pandas_6parser_10TextReader_skip_footer, __pyx_setprop_6pandas_6parser_10TextReader_skip_footer, 0, 0},
  {(char *)"buffer_lines", __pyx_getprop_6pandas_6parser_10TextReader_buffer_lines, __pyx_setprop_6pandas_6parser_10TextReader_buffer_lines, 0, 0},
  {(char *)"allow_leading_cols", __pyx_getprop_6pandas_6parser_10TextReader_allow_leading_cols, __pyx_setprop_6pandas_6parser_10TextReader_allow_leading_cols, 0, 0},
  {(char *)"delimiter", __pyx_getprop_6pandas_6parser_10TextReader_delimiter, __pyx_setprop_6pandas_6parser_10TextReader_delimiter, 0, 0},
  {(char *)"converters", __pyx_getprop_6pandas_6parser_10TextReader_converters, __pyx_setprop_6pandas_6parser_10TextReader_converters, 0, 0},
  {(char *)"delim_whitespace", __pyx_getprop_6pandas_6parser_10TextReader_delim_whitespace, __pyx_setprop_6pandas_6parser_10TextReader_delim_whitespace, 0, 0},
  {(char *)"na_values", __pyx_getprop_6pandas_6parser_10TextReader_na_values, __pyx_setprop_6pandas_6parser_10TextReader_na_values, 0, 0},
  {(char *)"true_values", __pyx_getprop_6pandas_6parser_10TextReader_true_values, __pyx_setprop_6pandas_6parser_10TextReader_true_values, 0, 0},
  {(char *)"false_values", __pyx_getprop_6pandas_6parser_10TextReader_false_values, __pyx_setprop_6pandas_6parser_10TextReader_false_values, 0, 0},
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  {(char *)"as_recarray", __pyx_getprop_6pandas_6parser_10TextReader_as_recarray, __pyx_setprop_6pandas_6parser_10TextReader_as_recarray, 0, 0},
  {(char *)"header", __pyx_getprop_6pandas_6parser_10TextReader_header, __pyx_setprop_6pandas_6parser_10TextReader_header, 0, 0},
  {(char *)"orig_header", __pyx_getprop_6pandas_6parser_10TextReader_orig_header, __pyx_setprop_6pandas_6parser_10TextReader_orig_header, 0, 0},
  {(char *)"names", __pyx_getprop_6pandas_6parser_10TextReader_names, __pyx_setprop_6pandas_6parser_10TextReader_names, 0, 0},
  {(char *)"header_start", __pyx_getprop_6pandas_6parser_10TextReader_header_start, __pyx_setprop_6pandas_6parser_10TextReader_header_start, 0, 0},
  {(char *)"header_end", __pyx_getprop_6pandas_6parser_10TextReader_header_end, __pyx_setprop_6pandas_6parser_10TextReader_header_end, 0, 0},
  {(char *)"index_col", __pyx_getprop_6pandas_6parser_10TextReader_index_col, __pyx_setprop_6pandas_6parser_10TextReader_index_col, 0, 0},
  {(char *)"low_memory", __pyx_getprop_6pandas_6parser_10TextReader_low_memory, __pyx_setprop_6pandas_6parser_10TextReader_low_memory, 0, 0},
  {(char *)"skiprows", __pyx_getprop_6pandas_6parser_10TextReader_skiprows, __pyx_setprop_6pandas_6parser_10TextReader_skiprows, 0, 0},
  {(char *)"compact_ints", __pyx_getprop_6pandas_6parser_10TextReader_compact_ints, __pyx_setprop_6pandas_6parser_10TextReader_compact_ints, 0, 0},
  {(char *)"use_unsigned", __pyx_getprop_6pandas_6parser_10TextReader_use_unsigned, __pyx_setprop_6pandas_6parser_10TextReader_use_unsigned, 0, 0},
  {(char *)"dtype", __pyx_getprop_6pandas_6parser_10TextReader_dtype, __pyx_setprop_6pandas_6parser_10TextReader_dtype, 0, 0},
  {(char *)"encoding", __pyx_getprop_6pandas_6parser_10TextReader_encoding, __pyx_setprop_6pandas_6parser_10TextReader_encoding, 0, 0},
  {(char *)"compression", __pyx_getprop_6pandas_6parser_10TextReader_compression, __pyx_setprop_6pandas_6parser_10TextReader_compression, 0, 0},
  {(char *)"mangle_dupe_cols", __pyx_getprop_6pandas_6parser_10TextReader_mangle_dupe_cols, __pyx_setprop_6pandas_6parser_10TextReader_mangle_dupe_cols, 0, 0},
  {(char *)"tupleize_cols", __pyx_getprop_6pandas_6parser_10TextReader_tupleize_cols, __pyx_setprop_6pandas_6parser_10TextReader_tupleize_cols, 0, 0},
  {(char *)"noconvert", __pyx_getprop_6pandas_6parser_10TextReader_noconvert, __pyx_setprop_6pandas_6parser_10TextReader_noconvert, 0, 0},
  {(char *)"usecols", __pyx_getprop_6pandas_6parser_10TextReader_usecols, __pyx_setprop_6pandas_6parser_10TextReader_usecols, 0, 0},
  {0, 0, 0, 0, 0}
};

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            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 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;
}

#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

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
}

#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 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 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 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 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 CYTHON_INLINE int __Pyx_CheckKeywordStrings(
    PyObject *kwdict,
    const char* function_name,
    int kw_allowed)
{
    PyObject* key = 0;
    Py_ssize_t pos = 0;
#if CYTHON_COMPILING_IN_PYPY
    if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0))
        goto invalid_keyword;
    return 1;
#else
    while (PyDict_Next(kwdict, &pos, &key, 0)) {
        #if PY_MAJOR_VERSION < 3
        if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key)))
        #endif
            if (unlikely(!PyUnicode_Check(key)))
                goto invalid_keyword_type;
    }
    if ((!kw_allowed) && unlikely(key))
        goto invalid_keyword;
    return 1;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    return 0;
#endif
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
    return 0;
}

#if !CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyBytes_Join(PyObject* sep, PyObject* values) {
    return PyObject_CallMethodObjArgs(sep, __pyx_n_s_join, values, NULL);
}
#endif

static PyObject* __Pyx_PyDict_GetItemDefault(PyObject* d, PyObject* key, PyObject* default_value) {
    PyObject* value;
#if PY_MAJOR_VERSION >= 3
    value = PyDict_GetItemWithError(d, key);
    if (unlikely(!value)) {
        if (unlikely(PyErr_Occurred()))
            return NULL;
        value = default_value;
    }
    Py_INCREF(value);
#else
    if (PyString_CheckExact(key) || PyUnicode_CheckExact(key) || PyInt_CheckExact(key)) {
        value = PyDict_GetItem(d, key);
        if (unlikely(!value)) {
            value = default_value;
        }
        Py_INCREF(value);
    } else {
        if (default_value == Py_None)
            default_value = NULL;
        value = PyObject_CallMethodObjArgs(
            d, __pyx_n_s_get, key, default_value, NULL);
    }
#endif
    return value;
}

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
}

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 PyObject* __Pyx__PyObject_PopIndex(PyObject* L, PyObject* py_ix) {
    PyObject *r;
    if (unlikely(!py_ix)) return NULL;
    r = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_pop, py_ix);
    Py_DECREF(py_ix);
    return r;
}
static PyObject* __Pyx__PyList_PopIndex(PyObject* L, Py_ssize_t ix) {
#if CYTHON_COMPILING_IN_CPYTHON
    Py_ssize_t size = PyList_GET_SIZE(L);
    if (likely(size > (((PyListObject*)L)->allocated >> 1))) {
        Py_ssize_t cix = ix;
        if (cix < 0) {
            cix += size;
        }
        if (likely(0 <= cix && cix < size)) {
            PyObject* v = PyList_GET_ITEM(L, cix);
            Py_SIZE(L) -= 1;
            size -= 1;
            memmove(&PyList_GET_ITEM(L, cix), &PyList_GET_ITEM(L, cix+1), (size_t)(size-cix)*sizeof(PyObject*));
            return v;
        }
    }
#endif
    return __Pyx__PyObject_PopIndex(L, PyInt_FromSsize_t(ix));
}

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

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 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 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 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 PyObject* __Pyx_PyDict_Values(PyObject* d) {
    if (PY_MAJOR_VERSION >= 3)
        return __Pyx_PyObject_CallMethod1((PyObject*)&PyDict_Type, __pyx_n_s_values, d);
    else
        return PyDict_Values(d);
}

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 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;
}

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
}

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_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 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, 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);
    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 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 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 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 size_t __Pyx_PyInt_As_size_t(PyObject *x) {
    const size_t neg_one = (size_t) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(size_t) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(size_t, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (size_t) 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(size_t, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(size_t) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(size_t, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(size_t) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(size_t, 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(size_t,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(size_t, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(size_t) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(size_t, long, PyLong_AsLong(x))
            } else if (sizeof(size_t) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(size_t, 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
            size_t 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 (size_t) -1;
        }
    } else {
        size_t val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (size_t) -1;
        val = __Pyx_PyInt_As_size_t(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to size_t");
    return (size_t) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to size_t");
    return (size_t) -1;
}

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static PyObject *__Pyx_GetStdout(void) {
    PyObject *f = PySys_GetObject((char *)"stdout");
    if (!f) {
        PyErr_SetString(PyExc_RuntimeError, "lost sys.stdout");
    }
    return f;
}
static int __Pyx_Print(PyObject* f, PyObject *arg_tuple, int newline) {
    int i;
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    for (i=0; i < PyTuple_GET_SIZE(arg_tuple); i++) {
        PyObject* v;
        if (PyFile_SoftSpace(f, 1)) {
            if (PyFile_WriteString(" ", f) < 0)
                goto error;
        }
        v = PyTuple_GET_ITEM(arg_tuple, i);
        if (PyFile_WriteObject(v, f, Py_PRINT_RAW) < 0)
            goto error;
        if (PyString_Check(v)) {
            char *s = PyString_AsString(v);
            Py_ssize_t len = PyString_Size(v);
            if (len > 0) {
                switch (s[len-1]) {
                    case ' ': break;
                    case '\f': case '\r': case '\n': case '\t': case '\v':
                        PyFile_SoftSpace(f, 0);
                        break;
                    default:  break;
                }
            }
        }
    }
    if (newline) {
        if (PyFile_WriteString("\n", f) < 0)
            goto error;
        PyFile_SoftSpace(f, 0);
    }
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
}
#else
static int __Pyx_Print(PyObject* stream, PyObject *arg_tuple, int newline) {
    PyObject* kwargs = 0;
    PyObject* result = 0;
    PyObject* end_string;
    if (unlikely(!__pyx_print)) {
        __pyx_print = PyObject_GetAttr(__pyx_b, __pyx_n_s_print);
        if (!__pyx_print)
            return -1;
    }
    if (stream) {
        kwargs = PyDict_New();
        if (unlikely(!kwargs))
            return -1;
        if (unlikely(PyDict_SetItem(kwargs, __pyx_n_s_file, stream) < 0))
            goto bad;
        if (!newline) {
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                goto bad;
            if (PyDict_SetItem(kwargs, __pyx_n_s_end, end_string) < 0) {
                Py_DECREF(end_string);
                goto bad;
            }
            Py_DECREF(end_string);
        }
    } else if (!newline) {
        if (unlikely(!__pyx_print_kwargs)) {
            __pyx_print_kwargs = PyDict_New();
            if (unlikely(!__pyx_print_kwargs))
                return -1;
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                return -1;
            if (PyDict_SetItem(__pyx_print_kwargs, __pyx_n_s_end, end_string) < 0) {
                Py_DECREF(end_string);
                return -1;
            }
            Py_DECREF(end_string);
        }
        kwargs = __pyx_print_kwargs;
    }
    result = PyObject_Call(__pyx_print, arg_tuple, kwargs);
    if (unlikely(kwargs) && (kwargs != __pyx_print_kwargs))
        Py_DECREF(kwargs);
    if (!result)
        return -1;
    Py_DECREF(result);
    return 0;
bad:
    if (kwargs != __pyx_print_kwargs)
        Py_XDECREF(kwargs);
    return -1;
}
#endif

#if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION < 3
static int __Pyx_PrintOne(PyObject* f, PyObject *o) {
    if (!f) {
        if (!(f = __Pyx_GetStdout()))
            return -1;
    }
    Py_INCREF(f);
    if (PyFile_SoftSpace(f, 0)) {
        if (PyFile_WriteString(" ", f) < 0)
            goto error;
    }
    if (PyFile_WriteObject(o, f, Py_PRINT_RAW) < 0)
        goto error;
    if (PyFile_WriteString("\n", f) < 0)
        goto error;
    Py_DECREF(f);
    return 0;
error:
    Py_DECREF(f);
    return -1;
    /* the line below is just to avoid C compiler
     * warnings about unused functions */
    return __Pyx_Print(f, NULL, 0);
}
#else
static int __Pyx_PrintOne(PyObject* stream, PyObject *o) {
    int res;
    PyObject* arg_tuple = PyTuple_Pack(1, o);
    if (unlikely(!arg_tuple))
        return -1;
    res = __Pyx_Print(stream, arg_tuple, 1);
    Py_DECREF(arg_tuple);
    return res;
}
#endif

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_char(char value) {
    const char neg_one = (char) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(char) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(char) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(char) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(char) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(char) <= 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(char),
                                     little, !is_unsigned);
    }
}

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;
}

#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

#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 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 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 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

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 */
