/* Generated by Cython 0.18 on Wed Apr 20 18:43:34 2016 */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02040000
    #error Cython requires Python 2.4+.
#else
#include <stddef.h> /* For offsetof */
#ifndef offsetof
#define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
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  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
#define CYTHON_COMPILING_IN_PYPY 1
#define CYTHON_COMPILING_IN_CPYTHON 0
#else
#define CYTHON_COMPILING_IN_PYPY 0
#define CYTHON_COMPILING_IN_CPYTHON 1
#endif
#if PY_VERSION_HEX < 0x02050000
  typedef int Py_ssize_t;
  #define PY_SSIZE_T_MAX INT_MAX
  #define PY_SSIZE_T_MIN INT_MIN
  #define PY_FORMAT_SIZE_T ""
  #define CYTHON_FORMAT_SSIZE_T ""
  #define PyInt_FromSsize_t(z) PyInt_FromLong(z)
  #define PyInt_AsSsize_t(o)   __Pyx_PyInt_AsInt(o)
  #define PyNumber_Index(o)    ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \
                                (PyErr_Format(PyExc_TypeError, \
                                              "expected index value, got %.200s", Py_TYPE(o)->tp_name), \
                                 (PyObject*)0))
  #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \
                                  !PyComplex_Check(o))
  #define PyIndex_Check __Pyx_PyIndex_Check
  #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message)
  #define __PYX_BUILD_PY_SSIZE_T "i"
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  #define __PYX_BUILD_PY_SSIZE_T "n"
  #define CYTHON_FORMAT_SSIZE_T "z"
  #define __Pyx_PyIndex_Check PyIndex_Check
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#if PY_VERSION_HEX < 0x02060000
  #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt)
  #define Py_TYPE(ob)   (((PyObject*)(ob))->ob_type)
  #define Py_SIZE(ob)   (((PyVarObject*)(ob))->ob_size)
  #define PyVarObject_HEAD_INIT(type, size) \
          PyObject_HEAD_INIT(type) size,
  #define PyType_Modified(t)
  typedef struct {
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     PyObject *obj;
     Py_ssize_t len;
     Py_ssize_t itemsize;
     int readonly;
     int ndim;
     char *format;
     Py_ssize_t *shape;
     Py_ssize_t *strides;
     Py_ssize_t *suboffsets;
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  #define PyBUF_WRITABLE 0x0001
  #define PyBUF_FORMAT 0x0004
  #define PyBUF_ND 0x0008
  #define PyBUF_STRIDES (0x0010 | PyBUF_ND)
  #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES)
  #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES)
  #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES)
  #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES)
  #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE)
  #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE)
  typedef int (*getbufferproc)(PyObject *, Py_buffer *, int);
  typedef void (*releasebufferproc)(PyObject *, Py_buffer *);
#endif
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) \
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
#endif
#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6
  #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict")
#endif
#if PY_MAJOR_VERSION >= 3
  #define Py_TPFLAGS_CHECKTYPES 0
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3)
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ? \
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
#else
  #define CYTHON_PEP393_ENABLED 0
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#endif
#if PY_VERSION_HEX < 0x02060000
  #define PyBytesObject                PyStringObject
  #define PyBytes_Type                 PyString_Type
  #define PyBytes_Check                PyString_Check
  #define PyBytes_CheckExact           PyString_CheckExact
  #define PyBytes_FromString           PyString_FromString
  #define PyBytes_FromStringAndSize    PyString_FromStringAndSize
  #define PyBytes_FromFormat           PyString_FromFormat
  #define PyBytes_DecodeEscape         PyString_DecodeEscape
  #define PyBytes_AsString             PyString_AsString
  #define PyBytes_AsStringAndSize      PyString_AsStringAndSize
  #define PyBytes_Size                 PyString_Size
  #define PyBytes_AS_STRING            PyString_AS_STRING
  #define PyBytes_GET_SIZE             PyString_GET_SIZE
  #define PyBytes_Repr                 PyString_Repr
  #define PyBytes_Concat               PyString_Concat
  #define PyBytes_ConcatAndDel         PyString_ConcatAndDel
#endif
#if PY_VERSION_HEX < 0x02060000
  #define PySet_Check(obj)             PyObject_TypeCheck(obj, &PySet_Type)
  #define PyFrozenSet_Check(obj)       PyObject_TypeCheck(obj, &PyFrozenSet_Type)
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_VERSION_HEX < 0x03020000
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
#endif
#if (PY_MAJOR_VERSION < 3) || (PY_VERSION_HEX >= 0x03010300)
  #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b)
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value)
  #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b)
#else
  #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0)))
  #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1)))
  #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \
        (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \
        (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \
            (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1)))
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
#endif
#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),((char *)(n)))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),((char *)(n)))
#else
  #define __Pyx_GetAttrString(o,n)   PyObject_GetAttrString((o),(n))
  #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a))
  #define __Pyx_DelAttrString(o,n)   PyObject_DelAttrString((o),(n))
#endif
#if PY_VERSION_HEX < 0x02050000
  #define __Pyx_NAMESTR(n) ((char *)(n))
  #define __Pyx_DOCSTR(n)  ((char *)(n))
#else
  #define __Pyx_NAMESTR(n) (n)
  #define __Pyx_DOCSTR(n)  (n)
#endif


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

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

#if defined(WIN32) || defined(MS_WINDOWS)
#define _USE_MATH_DEFINES
#endif
#include <math.h>
#define __PYX_HAVE__assimulo__ode
#define __PYX_HAVE_API__assimulo__ode
#include "string.h"
#include "stdio.h"
#include "stdlib.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif

#ifndef CYTHON_INLINE
  #if defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif
#ifndef CYTHON_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 long n; const char* encoding; const char is_unicode; const char is_str; const char intern; } __Pyx_StringTabEntry; /*proto*/

#define __Pyx_PyBytes_FromUString(s) PyBytes_FromString((char*)s)
#define __Pyx_PyBytes_AsUString(s)   ((unsigned char*) PyBytes_AsString(s))
#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);
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*);
#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))


#ifdef __GNUC__
  /* Test for GCC > 2.95 */
  #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95))
    #define likely(x)   __builtin_expect(!!(x), 1)
    #define unlikely(x) __builtin_expect(!!(x), 0)
  #else /* __GNUC__ > 2 ... */
    #define likely(x)   (x)
    #define unlikely(x) (x)
  #endif /* __GNUC__ > 2 ... */
#else /* __GNUC__ */
  #define likely(x)   (x)
  #define unlikely(x) (x)
#endif /* __GNUC__ */
    
static PyObject *__pyx_m;
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[] = {
  "ode.pyx",
  "ode.pxd",
  "numpy.pxd",
  "type.pxd",
  "constants.pxi",
};

/* "numpy.pxd":723
 * # 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":724
 * 
 * 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":725
 * 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":726
 * 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":730
 * #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":731
 * 
 * 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":732
 * 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":733
 * 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":737
 * #ctypedef npy_uint128    uint128_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":738
 * 
 * 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":747
 * # 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":748
 * # 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":749
 * 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":751
 * 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":752
 * 
 * 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":753
 * 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":755
 * 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":756
 * 
 * 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":758
 * 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":759
 * 
 * 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":760
 * 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;
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
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/*--- Type declarations ---*/
struct __pyx_obj_8assimulo_3ode_ODE;

/* "numpy.pxd":762
 * 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":763
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 * ctypedef npy_cdouble     cdouble_t             # <<<<<<<<<<<<<<
 * ctypedef npy_clongdouble clongdouble_t
 * 
 */
typedef npy_cdouble __pyx_t_5numpy_cdouble_t;

/* "numpy.pxd":764
 * 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":766
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 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
struct __pyx_opt_args_8assimulo_3ode_3ODE_simulate;

/* "assimulo\ode.pxd":48
 *     cpdef log_event(self, double time, object event_info, int level)
 *     cpdef clear_logs(self)
 *     cpdef simulate(self, double tfinal, int ncp=*, object ncp_list=*)             # <<<<<<<<<<<<<<
 *     cpdef get_options(self)
 *     cpdef get_supports(self)
 */
struct __pyx_opt_args_8assimulo_3ode_3ODE_simulate {
  int __pyx_n;
  int ncp;
  PyObject *ncp_list;
};

/* "assimulo\ode.pxd":21
 * cimport numpy as N
 * 
 * cdef class ODE:             # <<<<<<<<<<<<<<
 *     cdef public dict options, solver_options, problem_info
 *     cdef public dict supports,
 */
struct __pyx_obj_8assimulo_3ode_ODE {
  PyObject_HEAD
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  PyObject *solver_options;
  PyObject *problem_info;
  PyObject *supports;
  PyObject *statistics;
  PyObject *event_data;
  PyObject *problem;
  PyObject *chattering_check;
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  double t0;
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  PyArrayObject *yd;
  PyArrayObject *p;
  PyArrayObject *y0;
  PyArrayObject *yd0;
  PyArrayObject *p0;
  PyArrayObject *sw0;
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  double time_integration_start;
  int time_limit_activated;
  double clock_start;
  PyObject *_event_info;
  PyObject *t_sol;
  PyObject *y_sol;
  PyObject *yd_sol;
  PyObject *p_sol;
  PyObject *sw;
};



/* "assimulo\ode.pyx":34
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 * 
 * cdef class ODE:             # <<<<<<<<<<<<<<
 *     """
 *     Base class for all our integrators.
 */

struct __pyx_vtabstruct_8assimulo_3ode_ODE {
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  PyObject *(*_reset_solution_variables)(struct __pyx_obj_8assimulo_3ode_ODE *);
  PyObject *(*get_elapsed_step_time)(struct __pyx_obj_8assimulo_3ode_ODE *, int __pyx_skip_dispatch);
  PyObject *(*_chattering_check)(struct __pyx_obj_8assimulo_3ode_ODE *, PyObject *, int __pyx_skip_dispatch);
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static PyObject *__Pyx_ImportModule(const char *name); /*proto*/

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

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

static void __Pyx_AddTraceback(const char *funcname, int c_line,
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static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/


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

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

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

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

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

/* Module declarations from '__builtin__' */

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

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

/* Module declarations from 'numpy' */

/* Module declarations from 'numpy' */
static PyTypeObject *__pyx_ptype_5numpy_dtype = 0;
static PyTypeObject *__pyx_ptype_5numpy_flatiter = 0;
static PyTypeObject *__pyx_ptype_5numpy_broadcast = 0;
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/* Module declarations from 'assimulo.ode' */
static PyTypeObject *__pyx_ptype_8assimulo_3ode_ODE = 0;
#define __Pyx_MODULE_NAME "assimulo.ode"
int __pyx_module_is_main_assimulo__ode = 0;

/* Implementation of 'assimulo.ode' */
static PyObject *__pyx_builtin_property;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_max;
static PyObject *__pyx_builtin_RuntimeError;
static int __pyx_pf_8assimulo_3ode_3ODE___init__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_problem); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2__call__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, double __pyx_v_tfinal, int __pyx_v_ncp, PyObject *__pyx_v_cpts); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_4simulate(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, double __pyx_v_tfinal, int __pyx_v_ncp, PyObject *__pyx_v_ncp_list); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_6_simulate(CYTHON_UNUSED struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_t0, CYTHON_UNUSED PyObject *__pyx_v_tfinal, CYTHON_UNUSED PyObject *__pyx_v_output_list, CYTHON_UNUSED PyObject *__pyx_v_REPORT_CONTINUOUSLY, CYTHON_UNUSED PyObject *__pyx_v_INTERPOLATE_OUTPUT, CYTHON_UNUSED PyObject *__pyx_v_TIME_EVENT); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_8initialize(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_10finalize(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_12_set_verbosity(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_verb); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_14_get_verbosity(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_16_set_time_limit(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_time_limit); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_18_get_time_limit(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_20_set_display_progress(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_display_progress); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_22_get_display_progress(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_24_set_report_continuously(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_report_continuously); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_26_get_report_continuously(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_28_set_number_threads(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_num_threads); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_30_get_number_threads(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_32_set_store_event_points(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_store_event_points); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_34_get_store_event_points(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_36_set_clock_step(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_clock_step); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_38_get_clock_step(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_40_set_backward(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_backward); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_42_get_backward(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_44log_message(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_message, int __pyx_v_level); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_46log_event(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, double __pyx_v_time, PyObject *__pyx_v_event_info, int __pyx_v_level); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_48clear_logs(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_50get_options(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_52get_supports(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_54get_statistics(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_56get_event_data(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_58print_event_data(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_60print_statistics(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_verbose); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_62get_elapsed_step_time(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_64_compact_atol(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_66_chattering_check(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_event_info); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_7options___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_7options_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_7options_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_14solver_options___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_14solver_options_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_14solver_options_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_12problem_info___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_12problem_info_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_12problem_info_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_8supports___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_8supports_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_8supports_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_10statistics___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_10statistics_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_10statistics_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_10event_data___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_10event_data_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_10event_data_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_7problem___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_7problem_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_7problem_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_16chattering_check___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_16chattering_check_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_16chattering_check_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_1t___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_1t_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2t0___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2t0_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_15display_counter___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_15display_counter_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_24chattering_clear_counter___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_24chattering_clear_counter_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_19chattering_ok_print___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_19chattering_ok_print_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_1y___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_1y_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_1y_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2yd___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2yd_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2yd_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_1p___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_1p_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_1p_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2y0___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2y0_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2y0_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_3yd0___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_3yd0_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_3yd0_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2p0___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2p0_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2p0_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_3sw0___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_3sw0_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_3sw0_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_11_event_info___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_11_event_info_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_11_event_info_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_5t_sol___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5t_sol_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5t_sol_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_5y_sol___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5y_sol_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5y_sol_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_6yd_sol___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_6yd_sol_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_6yd_sol_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_5p_sol___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5p_sol_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_5p_sol_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_8assimulo_3ode_3ODE_2sw___get__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2sw_2__set__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self, PyObject *__pyx_v_value); /* proto */
static int __pyx_pf_8assimulo_3ode_3ODE_2sw_4__del__(struct __pyx_obj_8assimulo_3ode_ODE *__pyx_v_self); /* 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 char __pyx_k_1[] = "sensitivity_calculations";
static char __pyx_k_2[] = "interpolated_sensitivity_output";
static char __pyx_k_3[] = "The problem needs to be a subclass of a Problem.";
static char __pyx_k_5[] = "y0 must be specified in the problem.";
static char __pyx_k_7[] = "Number of steps";
static char __pyx_k_9[] = "Number of function evaluations";
static char __pyx_k_11[] = "Number of Jacobian evaluations";
static char __pyx_k_13[] = "Number of Jacobian*vector evaluations";
static char __pyx_k_15[] = "Number of function eval. due to Jacobian eval.";
static char __pyx_k_17[] = "Number of error test failures";
static char __pyx_k_19[] = "Number of LU decompositions";
static char __pyx_k_21[] = "Number of nonlinear iterations";
static char __pyx_k_23[] = "Number of nonlinear convergence failures";
static char __pyx_k_25[] = "Number of state function evaluations";
static char __pyx_k_27[] = "Number of state events";
static char __pyx_k_29[] = "Number of time events";
static char __pyx_k_31[] = "Number of step events";
static char __pyx_k_33[] = "Number of pre-conditioner solves";
static char __pyx_k_35[] = "Number of pre-conditioner setups";
static char __pyx_k_37[] = "Number of sensitivity evaluations";
static char __pyx_k_39[] = "Number of function eval. due to sensitivity eval.";
static char __pyx_k_41[] = "Number of sensitivity nonlinear iterations";
static char __pyx_k_43[] = "Number of sensitivity nonlinear convergence failures";
static char __pyx_k_45[] = "Number of sensitivity error test failures";
static char __pyx_k_47[] = "Final time must be an integer or float.";
static char __pyx_k_49[] = "Final time {} must be greater than start time {}.\n Perhaps you should consider to reset the integration. If the intention is to integrate backwards, please use the backwards option.";
static char __pyx_k_50[] = "Number of communication points must be an integer";
static char __pyx_k_52[] = "Number of communication points must be a positive integer, setting ncp = 0.";
static char __pyx_k_53[] = "The current solver does not support state events (root functions). Disabling and continues.";
static char __pyx_k_54[] = "The current solver does not support step events (report continuously). Disabling step events and continues.";
static char __pyx_k_55[] = "The current solver does not support to report continuously. Setting report_continuously to False and continues.";
static char __pyx_k_56[] = "The current solver does not support interpolated output. Setting ncp to 0 and ncp_list to None and continues.";
static char __pyx_k_57[] = "The current solver does not support interpolated output together with state events. Setting ncp to 0 and ncp_list to None and continues.";
static char __pyx_k_58[] = "The problem contains step events: report_continuously is set to True";
static char __pyx_k_59[] = "Simulation interval    : ";
static char __pyx_k_60[] = " - ";
static char __pyx_k_61[] = " seconds.";
static char __pyx_k_62[] = "Elapsed simulation time: ";
static char __pyx_k_63[] = "Delay_Explicit_Problem";
static char __pyx_k_64[] = "SingPerturbed_Problem";
static char __pyx_k_65[] = "Verbosity must be an integer.";
static char __pyx_k_67[] = "The time limit must be positive or zero.";
static char __pyx_k_69[] = "Time, t = %e";
static char __pyx_k_70[] = "  Event info, ";
static char __pyx_k_71[] = "Number of events: ";
static char __pyx_k_73[] = "Final Run Statistics: %s ";
static char __pyx_k_74[] = "get_elapsed_step_time";
static char __pyx_k_75[] = "Warning: Possible chattering detected at t = %e in state event(s): ";
static char __pyx_k_76[] = "ndarray is not C contiguous";
static char __pyx_k_78[] = "ndarray is not Fortran contiguous";
static char __pyx_k_80[] = "Non-native byte order not supported";
static char __pyx_k_82[] = "unknown dtype code in numpy.pxd (%d)";
static char __pyx_k_83[] = "Format string allocated too short, see comment in numpy.pxd";
static char __pyx_k_86[] = "Format string allocated too short.";
static char __pyx_k_88[] = "*";
static char __pyx_k_89[] = "_get_display_progress";
static char __pyx_k_90[] = "_set_display_progress";
static char __pyx_k_91[] = "_get_report_continuously";
static char __pyx_k_92[] = "_set_report_continuously";
static char __pyx_k_93[] = "_get_store_event_points";
static char __pyx_k_94[] = "_set_store_event_points";
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__N[] = "N";
static char __pyx_k__O[] = "O";
static char __pyx_k__P[] = "P";
static char __pyx_k__Q[] = "Q";
static char __pyx_k__b[] = "b";
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__l[] = "l";
static char __pyx_k__q[] = "q";
static char __pyx_k__Zd[] = "Zd";
static char __pyx_k__Zf[] = "Zf";
static char __pyx_k__Zg[] = "Zg";
static char __pyx_k__p0[] = "p0";
static char __pyx_k__t0[] = "t0";
static char __pyx_k__y0[] = "y0";
static char __pyx_k__all[] = "all";
static char __pyx_k__dim[] = "dim";
static char __pyx_k__jac[] = "jac";
static char __pyx_k__max[] = "max";
static char __pyx_k__ncp[] = "ncp";
static char __pyx_k__neq[] = "neq";
static char __pyx_k__sw0[] = "sw0";
static char __pyx_k__LOUD[] = "LOUD";
static char __pyx_k__atol[] = "atol";
static char __pyx_k__bool[] = "bool";
static char __pyx_k__copy[] = "copy";
static char __pyx_k__cpts[] = "cpts";
static char __pyx_k__jacv[] = "jacv";
static char __pyx_k__name[] = "name";
static char __pyx_k__nlus[] = "nlus";
static char __pyx_k__sort[] = "sort";
static char __pyx_k__time[] = "time";
static char __pyx_k__type[] = "type";
static char __pyx_k__QUIET[] = "QUIET";
static char __pyx_k__array[] = "array";
static char __pyx_k__clock[] = "clock";
static char __pyx_k__dtype[] = "dtype";
static char __pyx_k__float[] = "float";
static char __pyx_k__level[] = "level";
static char __pyx_k__ndmin[] = "ndmin";
static char __pyx_k__nfcns[] = "nfcns";
static char __pyx_k__njacs[] = "njacs";
static char __pyx_k__numpy[] = "numpy";
static char __pyx_k__pylab[] = "pylab";
static char __pyx_k__range[] = "range";
static char __pyx_k__shape[] = "shape";
static char __pyx_k__where[] = "where";
static char __pyx_k__NORMAL[] = "NORMAL";
static char __pyx_k__SCREAM[] = "SCREAM";
static char __pyx_k__append[] = "append";
static char __pyx_k__format[] = "format";
static char __pyx_k__jaclag[] = "jaclag";
static char __pyx_k__nprecs[] = "nprecs";
static char __pyx_k__nsteps[] = "nsteps";
static char __pyx_k__tfinal[] = "tfinal";
static char __pyx_k__tolist[] = "tolist";
static char __pyx_k__WHISPER[] = "WHISPER";
static char __pyx_k__add_key[] = "add_key";
static char __pyx_k__dimRoot[] = "dimRoot";
static char __pyx_k__dimSens[] = "dimSens";
static char __pyx_k__jac_fcn[] = "jac_fcn";
static char __pyx_k__jac_nnz[] = "jac_nnz";
static char __pyx_k__message[] = "message";
static char __pyx_k__nnfails[] = "nnfails";
static char __pyx_k__nniters[] = "nniters";
static char __pyx_k__problem[] = "problem";
static char __pyx_k__support[] = "support";
static char __pyx_k__verbose[] = "verbose";
static char __pyx_k__ID_PY_OK[] = "ID_PY_OK";
static char __pyx_k____main__[] = "__main__";
static char __pyx_k____test__[] = "__test__";
static char __pyx_k__backward[] = "backward";
static char __pyx_k__finalize[] = "finalize";
static char __pyx_k__jacv_fcn[] = "jacv_fcn";
static char __pyx_k__linspace[] = "linspace";
static char __pyx_k__ncp_list[] = "ncp_list";
static char __pyx_k__nfcnjacs[] = "nfcnjacs";
static char __pyx_k__njacvecs[] = "njacvecs";
static char __pyx_k__property[] = "property";
static char __pyx_k__realtype[] = "realtype";
static char __pyx_k__rhs_sens[] = "rhs_sens";
static char __pyx_k__sens_fcn[] = "sens_fcn";
static char __pyx_k__simulate[] = "simulate";
static char __pyx_k__switches[] = "switches";
static char __pyx_k__MAX_VALUE[] = "MAX_VALUE";
static char __pyx_k__MIN_VALUE[] = "MIN_VALUE";
static char __pyx_k___simulate[] = "_simulate";
static char __pyx_k__exception[] = "exception";
static char __pyx_k__itertools[] = "itertools";
static char __pyx_k__log_event[] = "log_event";
static char __pyx_k__nerrfails[] = "nerrfails";
static char __pyx_k__nsensfcns[] = "nsensfcns";
static char __pyx_k__verbosity[] = "verbosity";
static char __pyx_k__ID_PY_FAIL[] = "ID_PY_FAIL";
static char __pyx_k__Statistics[] = "Statistics";
static char __pyx_k__TIME_EVENT[] = "TIME_EVENT";
static char __pyx_k__ValueError[] = "ValueError";
static char __pyx_k__clear_logs[] = "clear_logs";
static char __pyx_k__clock_step[] = "clock_step";
static char __pyx_k__event_info[] = "event_info";
static char __pyx_k__initialize[] = "initialize";
static char __pyx_k__jaclag_fcn[] = "jaclag_fcn";
static char __pyx_k__nstatefcns[] = "nstatefcns";
static char __pyx_k__prec_setup[] = "prec_setup";
static char __pyx_k__prec_solve[] = "prec_solve";
static char __pyx_k__time_limit[] = "time_limit";
static char __pyx_k__ID_PY_EVENT[] = "ID_PY_EVENT";
static char __pyx_k__get_options[] = "get_options";
static char __pyx_k__jac_fcn_nnz[] = "jac_fcn_nnz";
static char __pyx_k__log_message[] = "log_message";
static char __pyx_k__logical_and[] = "logical_and";
static char __pyx_k__nprecsetups[] = "nprecsetups";
static char __pyx_k__nsensnfails[] = "nsensnfails";
static char __pyx_k__nsensniters[] = "nsensniters";
static char __pyx_k__nstepevents[] = "nstepevents";
static char __pyx_k__ntimeevents[] = "ntimeevents";
static char __pyx_k__num_threads[] = "num_threads";
static char __pyx_k__output_list[] = "output_list";
static char __pyx_k__print_stats[] = "print_stats";
static char __pyx_k__step_events[] = "step_events";
static char __pyx_k__time_events[] = "time_events";
static char __pyx_k__RuntimeError[] = "RuntimeError";
static char __pyx_k__get_supports[] = "get_supports";
static char __pyx_k__nsensfcnfcns[] = "nsensfcnfcns";
static char __pyx_k__nstateevents[] = "nstateevents";
static char __pyx_k__state_events[] = "state_events";
static char __pyx_k__ID_PY_DISCARD[] = "ID_PY_DISCARD";
static char __pyx_k__ODE_Exception[] = "ODE_Exception";
static char __pyx_k___get_backward[] = "_get_backward";
static char __pyx_k___set_backward[] = "_set_backward";
static char __pyx_k__nsenserrfails[] = "nsenserrfails";
static char __pyx_k__ID_PY_COMPLETE[] = "ID_PY_COMPLETE";
static char __pyx_k___get_verbosity[] = "_get_verbosity";
static char __pyx_k___set_verbosity[] = "_set_verbosity";
static char __pyx_k__get_event_data[] = "get_event_data";
static char __pyx_k__get_statistics[] = "get_statistics";
static char __pyx_k___get_clock_step[] = "_get_clock_step";
static char __pyx_k___get_time_limit[] = "_get_time_limit";
static char __pyx_k___set_clock_step[] = "_set_clock_step";
static char __pyx_k___set_time_limit[] = "_set_time_limit";
static char __pyx_k__multiprocessing[] = "multiprocessing";
static char __pyx_k__Explicit_Problem[] = "Explicit_Problem";
static char __pyx_k__Implicit_Problem[] = "Implicit_Problem";
static char __pyx_k__display_progress[] = "display_progress";
static char __pyx_k__print_event_data[] = "print_event_data";
static char __pyx_k__print_statistics[] = "print_statistics";
static char __pyx_k__AssimuloException[] = "AssimuloException";
static char __pyx_k___chattering_check[] = "_chattering_check";
static char __pyx_k__INTERPOLATE_OUTPUT[] = "INTERPOLATE_OUTPUT";
static char __pyx_k__store_event_points[] = "store_event_points";
static char __pyx_k__REPORT_CONTINUOUSLY[] = "REPORT_CONTINUOUSLY";
static char __pyx_k___get_number_threads[] = "_get_number_threads";
static char __pyx_k___sensitivity_result[] = "_sensitivity_result";
static char __pyx_k___set_number_threads[] = "_set_number_threads";
static char __pyx_k__interpolated_output[] = "interpolated_output";
static char __pyx_k__report_continuously[] = "report_continuously";
static PyObject *__pyx_n_s_1;
static PyObject *__pyx_kp_s_11;
static PyObject *__pyx_kp_s_13;
static PyObject *__pyx_kp_s_15;
static PyObject *__pyx_kp_s_17;
static PyObject *__pyx_kp_s_19;
static PyObject *__pyx_n_s_2;
static PyObject *__pyx_kp_s_21;
static PyObject *__pyx_kp_s_23;
static PyObject *__pyx_kp_s_25;
static PyObject *__pyx_kp_s_27;
static PyObject *__pyx_kp_s_29;
static PyObject *__pyx_kp_s_3;
static PyObject *__pyx_kp_s_31;
static PyObject *__pyx_kp_s_33;
static PyObject *__pyx_kp_s_35;
static PyObject *__pyx_kp_s_37;
static PyObject *__pyx_kp_s_39;
static PyObject *__pyx_kp_s_41;
static PyObject *__pyx_kp_s_43;
static PyObject *__pyx_kp_s_45;
static PyObject *__pyx_kp_s_47;
static PyObject *__pyx_kp_s_49;
static PyObject *__pyx_kp_s_5;
static PyObject *__pyx_kp_s_50;
static PyObject *__pyx_kp_s_52;
static PyObject *__pyx_kp_s_53;
static PyObject *__pyx_kp_s_54;
static PyObject *__pyx_kp_s_55;
static PyObject *__pyx_kp_s_56;
static PyObject *__pyx_kp_s_57;
static PyObject *__pyx_kp_s_58;
static PyObject *__pyx_kp_s_59;
static PyObject *__pyx_kp_s_60;
static PyObject *__pyx_kp_s_61;
static PyObject *__pyx_kp_s_62;
static PyObject *__pyx_n_s_63;
static PyObject *__pyx_n_s_64;
static PyObject *__pyx_kp_s_65;
static PyObject *__pyx_kp_s_67;
static PyObject *__pyx_kp_s_69;
static PyObject *__pyx_kp_s_7;
static PyObject *__pyx_kp_s_70;
static PyObject *__pyx_kp_s_71;
static PyObject *__pyx_kp_s_73;
static PyObject *__pyx_n_s_74;
static PyObject *__pyx_kp_s_75;
static PyObject *__pyx_kp_u_76;
static PyObject *__pyx_kp_u_78;
static PyObject *__pyx_kp_u_80;
static PyObject *__pyx_kp_u_82;
static PyObject *__pyx_kp_u_83;
static PyObject *__pyx_kp_u_86;
static PyObject *__pyx_n_s_88;
static PyObject *__pyx_n_s_89;
static PyObject *__pyx_kp_s_9;
static PyObject *__pyx_n_s_90;
static PyObject *__pyx_n_s_91;
static PyObject *__pyx_n_s_92;
static PyObject *__pyx_n_s_93;
static PyObject *__pyx_n_s_94;
static PyObject *__pyx_n_s__AssimuloException;
static PyObject *__pyx_n_s__Explicit_Problem;
static PyObject *__pyx_n_s__ID_PY_COMPLETE;
static PyObject *__pyx_n_s__ID_PY_DISCARD;
static PyObject *__pyx_n_s__ID_PY_EVENT;
static PyObject *__pyx_n_s__ID_PY_FAIL;
static PyObject *__pyx_n_s__ID_PY_OK;
static PyObject *__pyx_n_s__INTERPOLATE_OUTPUT;
static PyObject *__pyx_n_s__Implicit_Problem;
static PyObject *__pyx_n_s__LOUD;
static PyObject *__pyx_n_s__MAX_VALUE;
static PyObject *__pyx_n_s__MIN_VALUE;
static PyObject *__pyx_n_s__N;
static PyObject *__pyx_n_s__NORMAL;
static PyObject *__pyx_n_s__ODE_Exception;
static PyObject *__pyx_n_s__P;
static PyObject *__pyx_n_s__QUIET;
static PyObject *__pyx_n_s__REPORT_CONTINUOUSLY;
static PyObject *__pyx_n_s__RuntimeError;
static PyObject *__pyx_n_s__SCREAM;
static PyObject *__pyx_n_s__Statistics;
static PyObject *__pyx_n_s__TIME_EVENT;
static PyObject *__pyx_n_s__ValueError;
static PyObject *__pyx_n_s__WHISPER;
static PyObject *__pyx_n_s____main__;
static PyObject *__pyx_n_s____test__;
static PyObject *__pyx_n_s___chattering_check;
static PyObject *__pyx_n_s___get_backward;
static PyObject *__pyx_n_s___get_clock_step;
static PyObject *__pyx_n_s___get_number_threads;
static PyObject *__pyx_n_s___get_time_limit;
static PyObject *__pyx_n_s___get_verbosity;
static PyObject *__pyx_n_s___sensitivity_result;
static PyObject *__pyx_n_s___set_backward;
static PyObject *__pyx_n_s___set_clock_step;
static PyObject *__pyx_n_s___set_number_threads;
static PyObject *__pyx_n_s___set_time_limit;
static PyObject *__pyx_n_s___set_verbosity;
static PyObject *__pyx_n_s___simulate;
static PyObject *__pyx_n_s__add_key;
static PyObject *__pyx_n_s__all;
static PyObject *__pyx_n_s__append;
static PyObject *__pyx_n_s__array;
static PyObject *__pyx_n_s__atol;
static PyObject *__pyx_n_s__backward;
static PyObject *__pyx_n_s__bool;
static PyObject *__pyx_n_s__clear_logs;
static PyObject *__pyx_n_s__clock;
static PyObject *__pyx_n_s__clock_step;
static PyObject *__pyx_n_s__copy;
static PyObject *__pyx_n_s__cpts;
static PyObject *__pyx_n_s__dim;
static PyObject *__pyx_n_s__dimRoot;
static PyObject *__pyx_n_s__dimSens;
static PyObject *__pyx_n_s__display_progress;
static PyObject *__pyx_n_s__dtype;
static PyObject *__pyx_n_s__event_info;
static PyObject *__pyx_n_s__exception;
static PyObject *__pyx_n_s__finalize;
static PyObject *__pyx_n_s__float;
static PyObject *__pyx_n_s__format;
static PyObject *__pyx_n_s__get_event_data;
static PyObject *__pyx_n_s__get_options;
static PyObject *__pyx_n_s__get_statistics;
static PyObject *__pyx_n_s__get_supports;
static PyObject *__pyx_n_s__initialize;
static PyObject *__pyx_n_s__interpolated_output;
static PyObject *__pyx_n_s__itertools;
static PyObject *__pyx_n_s__jac;
static PyObject *__pyx_n_s__jac_fcn;
static PyObject *__pyx_n_s__jac_fcn_nnz;
static PyObject *__pyx_n_s__jac_nnz;
static PyObject *__pyx_n_s__jaclag;
static PyObject *__pyx_n_s__jaclag_fcn;
static PyObject *__pyx_n_s__jacv;
static PyObject *__pyx_n_s__jacv_fcn;
static PyObject *__pyx_n_s__level;
static PyObject *__pyx_n_s__linspace;
static PyObject *__pyx_n_s__log_event;
static PyObject *__pyx_n_s__log_message;
static PyObject *__pyx_n_s__logical_and;
static PyObject *__pyx_n_s__max;
static PyObject *__pyx_n_s__message;
static PyObject *__pyx_n_s__multiprocessing;
static PyObject *__pyx_n_s__name;
static PyObject *__pyx_n_s__ncp;
static PyObject *__pyx_n_s__ncp_list;
static PyObject *__pyx_n_s__ndmin;
static PyObject *__pyx_n_s__neq;
static PyObject *__pyx_n_s__nerrfails;
static PyObject *__pyx_n_s__nfcnjacs;
static PyObject *__pyx_n_s__nfcns;
static PyObject *__pyx_n_s__njacs;
static PyObject *__pyx_n_s__njacvecs;
static PyObject *__pyx_n_s__nlus;
static PyObject *__pyx_n_s__nnfails;
static PyObject *__pyx_n_s__nniters;
static PyObject *__pyx_n_s__nprecs;
static PyObject *__pyx_n_s__nprecsetups;
static PyObject *__pyx_n_s__nsenserrfails;
static PyObject *__pyx_n_s__nsensfcnfcns;
static PyObject *__pyx_n_s__nsensfcns;
static PyObject *__pyx_n_s__nsensnfails;
static PyObject *__pyx_n_s__nsensniters;
static PyObject *__pyx_n_s__nstateevents;
static PyObject *__pyx_n_s__nstatefcns;
static PyObject *__pyx_n_s__nstepevents;
static PyObject *__pyx_n_s__nsteps;
static PyObject *__pyx_n_s__ntimeevents;
static PyObject *__pyx_n_s__num_threads;
static PyObject *__pyx_n_s__numpy;
static PyObject *__pyx_n_s__output_list;
static PyObject *__pyx_n_s__p0;
static PyObject *__pyx_n_s__prec_setup;
static PyObject *__pyx_n_s__prec_solve;
static PyObject *__pyx_n_s__print_event_data;
static PyObject *__pyx_n_s__print_statistics;
static PyObject *__pyx_n_s__print_stats;
static PyObject *__pyx_n_s__problem;
static PyObject *__pyx_n_s__property;
static PyObject *__pyx_n_s__pylab;
static PyObject *__pyx_n_s__range;
static PyObject *__pyx_n_s__realtype;
static PyObject *__pyx_n_s__report_continuously;
static PyObject *__pyx_n_s__rhs_sens;
static PyObject *__pyx_n_s__sens_fcn;
static PyObject *__pyx_n_s__shape;
static PyObject *__pyx_n_s__simulate;
static PyObject *__pyx_n_s__sort;
static PyObject *__pyx_n_s__state_events;
static PyObject *__pyx_n_s__step_events;
static PyObject *__pyx_n_s__store_event_points;
static PyObject *__pyx_n_s__support;
static PyObject *__pyx_n_s__sw0;
static PyObject *__pyx_n_s__switches;
static PyObject *__pyx_n_s__t0;
static PyObject *__pyx_n_s__tfinal;
static PyObject *__pyx_n_s__time;
static PyObject *__pyx_n_s__time_events;
static PyObject *__pyx_n_s__time_limit;
static PyObject *__pyx_n_s__tolist;
static PyObject *__pyx_n_s__type;
static PyObject *__pyx_n_s__verbose;
static PyObject *__pyx_n_s__verbosity;
static PyObject *__pyx_n_s__where;
static PyObject *__pyx_n_s__y0;
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_1;
static PyObject *__pyx_int_2;
static PyObject *__pyx_int_3;
static PyObject *__pyx_int_5;
static PyObject *__pyx_int_neg_1;
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  else {
    return __pyx_pw_8assimulo_3ode_3ODE_14solver_options_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_problem_info(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_12problem_info_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_problem_info(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_12problem_info_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_12problem_info_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_supports(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_8supports_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_supports(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_8supports_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_8supports_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_statistics(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_10statistics_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_statistics(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_10statistics_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_10statistics_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_event_data(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_10event_data_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_event_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_10event_data_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_10event_data_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_problem(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_7problem_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_problem(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_7problem_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_7problem_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_chattering_check(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_16chattering_check_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_chattering_check(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_16chattering_check_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_16chattering_check_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_t(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_1t_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_t(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_1t_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_t0(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_2t0_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_t0(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_2t0_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_display_counter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_15display_counter_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_display_counter(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_15display_counter_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_chattering_clear_counter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_24chattering_clear_counter_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_chattering_clear_counter(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_24chattering_clear_counter_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_chattering_ok_print(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_19chattering_ok_print_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_chattering_ok_print(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_19chattering_ok_print_3__set__(o, v);
  }
  else {
    PyErr_SetString(PyExc_NotImplementedError, "__del__");
    return -1;
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_y(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_1y_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_y(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_1y_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_1y_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_yd(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_2yd_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_yd(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_2yd_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_2yd_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_p(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_1p_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_p(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_1p_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_1p_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_y0(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_2y0_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_y0(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_2y0_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_2y0_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_yd0(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_3yd0_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_yd0(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_3yd0_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_3yd0_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_p0(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_2p0_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_p0(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_2p0_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_2p0_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_sw0(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_3sw0_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_sw0(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_3sw0_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_3sw0_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE__event_info(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_11_event_info_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE__event_info(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_11_event_info_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_11_event_info_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_t_sol(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_5t_sol_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_t_sol(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_5t_sol_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_5t_sol_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_y_sol(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_5y_sol_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_y_sol(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_5y_sol_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_5y_sol_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_yd_sol(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_6yd_sol_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_yd_sol(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_6yd_sol_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_6yd_sol_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_p_sol(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_5p_sol_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_p_sol(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_5p_sol_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_5p_sol_5__del__(o);
  }
}

static PyObject *__pyx_getprop_8assimulo_3ode_3ODE_sw(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_8assimulo_3ode_3ODE_2sw_1__get__(o);
}

static int __pyx_setprop_8assimulo_3ode_3ODE_sw(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) {
  if (v) {
    return __pyx_pw_8assimulo_3ode_3ODE_2sw_3__set__(o, v);
  }
  else {
    return __pyx_pw_8assimulo_3ode_3ODE_2sw_5__del__(o);
  }
}

static PyMethodDef __pyx_methods_8assimulo_3ode_ODE[] = {
  {__Pyx_NAMESTR("simulate"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_5simulate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_4simulate)},
  {__Pyx_NAMESTR("_simulate"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_7_simulate, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("initialize"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_9initialize, METH_NOARGS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("finalize"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_11finalize, METH_NOARGS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_set_verbosity"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_13_set_verbosity, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_verbosity"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_15_get_verbosity, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_14_get_verbosity)},
  {__Pyx_NAMESTR("_set_time_limit"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_17_set_time_limit, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_time_limit"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_19_get_time_limit, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_18_get_time_limit)},
  {__Pyx_NAMESTR("_set_display_progress"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_21_set_display_progress, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_display_progress"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_23_get_display_progress, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_22_get_display_progress)},
  {__Pyx_NAMESTR("_set_report_continuously"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_25_set_report_continuously, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_report_continuously"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_27_get_report_continuously, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_26_get_report_continuously)},
  {__Pyx_NAMESTR("_set_number_threads"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_29_set_number_threads, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_number_threads"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_31_get_number_threads, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_30_get_number_threads)},
  {__Pyx_NAMESTR("_set_store_event_points"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_33_set_store_event_points, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_store_event_points"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_35_get_store_event_points, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_34_get_store_event_points)},
  {__Pyx_NAMESTR("_set_clock_step"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_37_set_clock_step, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_clock_step"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_39_get_clock_step, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_38_get_clock_step)},
  {__Pyx_NAMESTR("_set_backward"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_41_set_backward, METH_O, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("_get_backward"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_43_get_backward, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_42_get_backward)},
  {__Pyx_NAMESTR("log_message"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_45log_message, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("log_event"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_47log_event, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)},
  {__Pyx_NAMESTR("clear_logs"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_49clear_logs, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_48clear_logs)},
  {__Pyx_NAMESTR("get_options"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_51get_options, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_50get_options)},
  {__Pyx_NAMESTR("get_supports"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_53get_supports, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_52get_supports)},
  {__Pyx_NAMESTR("get_statistics"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_55get_statistics, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_54get_statistics)},
  {__Pyx_NAMESTR("get_event_data"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_57get_event_data, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_56get_event_data)},
  {__Pyx_NAMESTR("print_event_data"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_59print_event_data, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_58print_event_data)},
  {__Pyx_NAMESTR("print_statistics"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_61print_statistics, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_60print_statistics)},
  {__Pyx_NAMESTR("get_elapsed_step_time"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_63get_elapsed_step_time, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_62get_elapsed_step_time)},
  {__Pyx_NAMESTR("_compact_atol"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_65_compact_atol, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_8assimulo_3ode_3ODE_64_compact_atol)},
  {__Pyx_NAMESTR("_chattering_check"), (PyCFunction)__pyx_pw_8assimulo_3ode_3ODE_67_chattering_check, METH_O, __Pyx_DOCSTR(0)},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_8assimulo_3ode_ODE[] = {
  {(char *)"options", __pyx_getprop_8assimulo_3ode_3ODE_options, __pyx_setprop_8assimulo_3ode_3ODE_options, 0, 0},
  {(char *)"solver_options", __pyx_getprop_8assimulo_3ode_3ODE_solver_options, __pyx_setprop_8assimulo_3ode_3ODE_solver_options, 0, 0},
  {(char *)"problem_info", __pyx_getprop_8assimulo_3ode_3ODE_problem_info, __pyx_setprop_8assimulo_3ode_3ODE_problem_info, 0, 0},
  {(char *)"supports", __pyx_getprop_8assimulo_3ode_3ODE_supports, __pyx_setprop_8assimulo_3ode_3ODE_supports, 0, 0},
  {(char *)"statistics", __pyx_getprop_8assimulo_3ode_3ODE_statistics, __pyx_setprop_8assimulo_3ode_3ODE_statistics, 0, 0},
  {(char *)"event_data", __pyx_getprop_8assimulo_3ode_3ODE_event_data, __pyx_setprop_8assimulo_3ode_3ODE_event_data, 0, 0},
  {(char *)"problem", __pyx_getprop_8assimulo_3ode_3ODE_problem, __pyx_setprop_8assimulo_3ode_3ODE_problem, 0, 0},
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  0, /*nb_subtract*/
  0, /*nb_multiply*/
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  0, /*nb_divide*/
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  0, /*nb_xor*/
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  #if PY_MAJOR_VERSION < 3
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  0, /*nb_hex*/
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  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_inplace_divide*/
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  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
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  0, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
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  0, /*nb_index*/
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};

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  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

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  0, /*mp_subscript*/
  0, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_ODE = {
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  0, /*bf_getreadbuffer*/
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  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
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  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
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  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
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  #if PY_VERSION_HEX >= 0x02060000
  0, /*bf_getbuffer*/
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};

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  0, /*tp_getattr*/
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  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
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  0, /*reserved*/
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  0, /*tp_getattro*/
  0, /*tp_setattro*/
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 *         self.statistics.add_key("njacs", "Number of Jacobian evaluations")
 *         self.statistics.add_key("njacvecs", "Number of Jacobian*vector evaluations")
 *         self.statistics.add_key("nfcnjacs", "Number of function eval. due to Jacobian eval.")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nerrfails", "Number of error test failures")
 *         self.statistics.add_key("nlus", "Number of LU decompositions")
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  /* "assimulo\ode.pyx":139
 *         self.statistics.add_key("njacvecs", "Number of Jacobian*vector evaluations")
 *         self.statistics.add_key("nfcnjacs", "Number of function eval. due to Jacobian eval.")
 *         self.statistics.add_key("nerrfails", "Number of error test failures")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nlus", "Number of LU decompositions")
 *         self.statistics.add_key("nniters", "Number of nonlinear iterations")
 */
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  /* "assimulo\ode.pyx":140
 *         self.statistics.add_key("nfcnjacs", "Number of function eval. due to Jacobian eval.")
 *         self.statistics.add_key("nerrfails", "Number of error test failures")
 *         self.statistics.add_key("nlus", "Number of LU decompositions")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nniters", "Number of nonlinear iterations")
 *         self.statistics.add_key("nnfails", "Number of nonlinear convergence failures")
 */
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  /* "assimulo\ode.pyx":141
 *         self.statistics.add_key("nerrfails", "Number of error test failures")
 *         self.statistics.add_key("nlus", "Number of LU decompositions")
 *         self.statistics.add_key("nniters", "Number of nonlinear iterations")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nnfails", "Number of nonlinear convergence failures")
 *         self.statistics.add_key("nstatefcns", "Number of state function evaluations")
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 *         self.statistics.add_key("nlus", "Number of LU decompositions")
 *         self.statistics.add_key("nniters", "Number of nonlinear iterations")
 *         self.statistics.add_key("nnfails", "Number of nonlinear convergence failures")             # <<<<<<<<<<<<<<
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 *         self.statistics.add_key("nniters", "Number of nonlinear iterations")
 *         self.statistics.add_key("nnfails", "Number of nonlinear convergence failures")
 *         self.statistics.add_key("nstatefcns", "Number of state function evaluations")             # <<<<<<<<<<<<<<
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  /* "assimulo\ode.pyx":144
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 *         self.statistics.add_key("nstatefcns", "Number of state function evaluations")
 *         self.statistics.add_key("nstateevents", "Number of state events")             # <<<<<<<<<<<<<<
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 *         self.statistics.add_key("ntimeevents", "Number of time events")             # <<<<<<<<<<<<<<
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  __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_30));

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 *         self.statistics.add_key("nstateevents", "Number of state events")
 *         self.statistics.add_key("ntimeevents", "Number of time events")
 *         self.statistics.add_key("nstepevents", "Number of step events")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nprecs", "Number of pre-conditioner solves")
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 *         self.statistics.add_key("ntimeevents", "Number of time events")
 *         self.statistics.add_key("nstepevents", "Number of step events")
 *         self.statistics.add_key("nprecs", "Number of pre-conditioner solves")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nprecsetups", "Number of pre-conditioner setups")
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 *         self.statistics.add_key("nstepevents", "Number of step events")
 *         self.statistics.add_key("nprecs", "Number of pre-conditioner solves")
 *         self.statistics.add_key("nprecsetups", "Number of pre-conditioner setups")             # <<<<<<<<<<<<<<
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 *         self.statistics.add_key("nprecs", "Number of pre-conditioner solves")
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 *         self.statistics.add_key("nsensfcns", "Number of sensitivity evaluations")             # <<<<<<<<<<<<<<
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 *         self.statistics.add_key("nsensfcns", "Number of sensitivity evaluations")
 *         self.statistics.add_key("nsensfcnfcns", "Number of function eval. due to sensitivity eval.")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nsensniters", "Number of sensitivity nonlinear iterations")
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  /* "assimulo\ode.pyx":151
 *         self.statistics.add_key("nsensfcns", "Number of sensitivity evaluations")
 *         self.statistics.add_key("nsensfcnfcns", "Number of function eval. due to sensitivity eval.")
 *         self.statistics.add_key("nsensniters", "Number of sensitivity nonlinear iterations")             # <<<<<<<<<<<<<<
 *         self.statistics.add_key("nsensnfails", "Number of sensitivity nonlinear convergence failures")
 *         self.statistics.add_key("nsenserrfails", "Number of sensitivity error test failures")
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 *         self.statistics.add_key("nsensniters", "Number of sensitivity nonlinear iterations")
 *         self.statistics.add_key("nsensnfails", "Number of sensitivity nonlinear convergence failures")             # <<<<<<<<<<<<<<
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 *         self.statistics.add_key("nsensnfails", "Number of sensitivity nonlinear convergence failures")
 *         self.statistics.add_key("nsenserrfails", "Number of sensitivity error test failures")             # <<<<<<<<<<<<<<
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    return (double)-1;
}

static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (!type) {
        PyErr_Format(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (Py_TYPE(obj) == type) return 1;
    }
    else {
        if (PyObject_TypeCheck(obj, type)) return 1;
    }
    PyErr_Format(PyExc_TypeError,
        "Argument '%s' has incorrect type (expected %s, got %s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
    return 0;
}

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 (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
        goto bad;
    #endif
    Py_INCREF(local_type);
    Py_INCREF(local_value);
    Py_INCREF(local_tb);
    *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;
    /* Make sure tstate is in a consistent state when we XDECREF
       these objects (DECREF may run arbitrary code). */
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static CYTHON_INLINE 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%s to unpack",
                 index, (index == 1) ? "" : "s");
}

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

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 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 = 0;
    py_import = __Pyx_GetAttrString(__pyx_b, "__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_VERSION_HEX >= 0x02050000
    {
        #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; /* try absolute import on failure */
        }
        #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
        }
    }
    #else
    if (level>0) {
        PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4.");
        goto bad;
    }
    module = PyObject_CallFunctionObjArgs(py_import,
        name, global_dict, empty_dict, list, NULL);
    #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 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 CYTHON_INLINE void __Pyx_RaiseImportError(PyObject *name) {
#if PY_MAJOR_VERSION < 3
    PyErr_Format(PyExc_ImportError, "cannot import name %.230s",
                 PyString_AsString(name));
#else
    PyErr_Format(PyExc_ImportError, "cannot import name %S", name);
#endif
}

#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 &&
                isspace(Py_CHARMASK(s[len-1])) &&
                s[len-1] != ' ')
                    PyFile_SoftSpace(f, 0);
        }
    }
    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 /* Python 3 has a print function */
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 = __Pyx_GetAttrString(__pyx_b, "print");
        if (!__pyx_print)
            return -1;
    }
    if (stream) {
        kwargs = PyDict_New();
        if (unlikely(!kwargs))
            return -1;
        if (unlikely(PyDict_SetItemString(kwargs, "file", stream) < 0))
            goto bad;
        if (!newline) {
            end_string = PyUnicode_FromStringAndSize(" ", 1);
            if (unlikely(!end_string))
                goto bad;
            if (PyDict_SetItemString(kwargs, "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_SetItemString(__pyx_print_kwargs, "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 /* Python 3 has a print function */
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

#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 unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) {
    const unsigned char neg_one = (unsigned char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned char" :
                    "value too large to convert to unsigned char");
            }
            return (unsigned char)-1;
        }
        return (unsigned char)val;
    }
    return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) {
    const unsigned short neg_one = (unsigned short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned short" :
                    "value too large to convert to unsigned short");
            }
            return (unsigned short)-1;
        }
        return (unsigned short)val;
    }
    return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) {
    const unsigned int neg_one = (unsigned int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(unsigned int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(unsigned int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to unsigned int" :
                    "value too large to convert to unsigned int");
            }
            return (unsigned int)-1;
        }
        return (unsigned int)val;
    }
    return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x);
}

static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) {
    const char neg_one = (char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to char" :
                    "value too large to convert to char");
            }
            return (char)-1;
        }
        return (char)val;
    }
    return (char)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) {
    const short neg_one = (short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to short" :
                    "value too large to convert to short");
            }
            return (short)-1;
        }
        return (short)val;
    }
    return (short)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) {
    const int neg_one = (int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to int" :
                    "value too large to convert to int");
            }
            return (int)-1;
        }
        return (int)val;
    }
    return (int)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) {
    const signed char neg_one = (signed char)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed char) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed char)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed char" :
                    "value too large to convert to signed char");
            }
            return (signed char)-1;
        }
        return (signed char)val;
    }
    return (signed char)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) {
    const signed short neg_one = (signed short)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed short) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed short)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed short" :
                    "value too large to convert to signed short");
            }
            return (signed short)-1;
        }
        return (signed short)val;
    }
    return (signed short)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) {
    const signed int neg_one = (signed int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(signed int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(signed int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to signed int" :
                    "value too large to convert to signed int");
            }
            return (signed int)-1;
        }
        return (signed int)val;
    }
    return (signed int)__Pyx_PyInt_AsSignedLong(x);
}

static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) {
    const int neg_one = (int)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (sizeof(int) < sizeof(long)) {
        long val = __Pyx_PyInt_AsLong(x);
        if (unlikely(val != (long)(int)val)) {
            if (!unlikely(val == -1 && PyErr_Occurred())) {
                PyErr_SetString(PyExc_OverflowError,
                    (is_unsigned && unlikely(val < 0)) ?
                    "can't convert negative value to int" :
                    "value too large to convert to int");
            }
            return (int)-1;
        }
        return (int)val;
    }
    return (int)__Pyx_PyInt_AsLong(x);
}

static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) {
    const unsigned long neg_one = (unsigned long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to unsigned long");
            return (unsigned long)-1;
        }
        return (unsigned long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to unsigned long");
                return (unsigned long)-1;
            }
            return (unsigned long)PyLong_AsUnsignedLong(x);
        } else {
            return (unsigned long)PyLong_AsLong(x);
        }
    } else {
        unsigned long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (unsigned long)-1;
        val = __Pyx_PyInt_AsUnsignedLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) {
    const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to unsigned PY_LONG_LONG");
            return (unsigned PY_LONG_LONG)-1;
        }
        return (unsigned PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to unsigned PY_LONG_LONG");
                return (unsigned PY_LONG_LONG)-1;
            }
            return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        unsigned PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (unsigned PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsUnsignedLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject* x) {
    const long neg_one = (long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to long");
            return (long)-1;
        }
        return (long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to long");
                return (long)-1;
            }
            return (long)PyLong_AsUnsignedLong(x);
        } else {
            return (long)PyLong_AsLong(x);
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long)-1;
        val = __Pyx_PyInt_AsLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) {
    const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to PY_LONG_LONG");
            return (PY_LONG_LONG)-1;
        }
        return (PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to PY_LONG_LONG");
                return (PY_LONG_LONG)-1;
            }
            return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) {
    const signed long neg_one = (signed long)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to signed long");
            return (signed long)-1;
        }
        return (signed long)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to signed long");
                return (signed long)-1;
            }
            return (signed long)PyLong_AsUnsignedLong(x);
        } else {
            return (signed long)PyLong_AsLong(x);
        }
    } else {
        signed long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (signed long)-1;
        val = __Pyx_PyInt_AsSignedLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) {
    const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_VERSION_HEX < 0x03000000
    if (likely(PyInt_Check(x))) {
        long val = PyInt_AS_LONG(x);
        if (is_unsigned && unlikely(val < 0)) {
            PyErr_SetString(PyExc_OverflowError,
                            "can't convert negative value to signed PY_LONG_LONG");
            return (signed PY_LONG_LONG)-1;
        }
        return (signed PY_LONG_LONG)val;
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
            if (unlikely(Py_SIZE(x) < 0)) {
                PyErr_SetString(PyExc_OverflowError,
                                "can't convert negative value to signed PY_LONG_LONG");
                return (signed PY_LONG_LONG)-1;
            }
            return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x);
        } else {
            return (signed PY_LONG_LONG)PyLong_AsLongLong(x);
        }
    } else {
        signed PY_LONG_LONG val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (signed PY_LONG_LONG)-1;
        val = __Pyx_PyInt_AsSignedLongLong(tmp);
        Py_DECREF(tmp);
        return val;
    }
}

static CYTHON_INLINE int __Pyx_StrEq(const char *s1, const char *s2) {
     while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
     return *s1 == *s2;
}

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);
        #if PY_VERSION_HEX < 0x02050000
        return PyErr_Warn(NULL, message);
        #else
        return PyErr_WarnEx(NULL, message, 1);
        #endif
    }
    return 0;
}

static int __Pyx_SetVtable(PyObject *dict, void *vtable) {
#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0)
    PyObject *ob = PyCapsule_New(vtable, 0, 0);
#else
    PyObject *ob = PyCObject_FromVoidPtr(vtable, 0);
#endif
    if (!ob)
        goto bad;
    if (PyDict_SetItemString(dict, "__pyx_vtable__", ob) < 0)
        goto bad;
    Py_DECREF(ob);
    return 0;
bad:
    Py_XDECREF(ob);
    return -1;
}

#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,
            "%s.%s 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 PY_VERSION_HEX < 0x02050000
        if (PyErr_Warn(NULL, warning) < 0) goto bad;
        #else
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
        #endif
    }
    else if ((size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%s.%s 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_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, 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,            /*int argcount,*/
        0,            /*int kwonlyargcount,*/
        0,            /*int nlocals,*/
        0,            /*int stacksize,*/
        0,            /*int flags,*/
        __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,      /*int firstlineno,*/
        __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;
    PyObject *py_globals = 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_globals = PyModule_GetDict(__pyx_m);
    if (!py_globals) goto bad;
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        py_globals,          /*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 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  /* Python 3+ has unicode identifiers */
        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 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_VERSION_HEX < 0x03000000
  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_VERSION_HEX < 0x03000000
  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_VERSION_HEX < 0x03000000
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%s__ returned non-%s (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 = 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) {
#if PY_VERSION_HEX < 0x02050000
   if (ival <= LONG_MAX)
       return PyInt_FromLong((long)ival);
   else {
       unsigned char *bytes = (unsigned char *) &ival;
       int one = 1; int little = (int)*(unsigned char*)&one;
       return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0);
   }
#else
   return PyInt_FromSize_t(ival);
#endif
}
static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) {
   unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x);
   if (unlikely(val == (unsigned PY_LONG_LONG)-1 && PyErr_Occurred())) {
       return (size_t)-1;
   } else if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) {
       PyErr_SetString(PyExc_OverflowError,
                       "value too large to convert to size_t");
       return (size_t)-1;
   }
   return (size_t)val;
}


#endif /* Py_PYTHON_H */
