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#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
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  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
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#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
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  #define PyInt_FromSize_t             PyLong_FromSize_t
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  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
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#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
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#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
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  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
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#ifndef CYTHON_INLINE
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    #define CYTHON_INLINE __inline
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    #define CYTHON_INLINE inline
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    #define CYTHON_INLINE
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#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
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    #define CYTHON_RESTRICT
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#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  /* Initialize NaN. The sign is irrelevant, an exponent with all bits 1 and
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  return value;
}
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#ifdef __cplusplus
template<typename T>
void __Pyx_call_destructor(T* x) {
    x->~T();
}
#endif


#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_TrueDivide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceTrueDivide(x,y)
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  #define __Pyx_PyNumber_Divide(x,y)         PyNumber_Divide(x,y)
  #define __Pyx_PyNumber_InPlaceDivide(x,y)  PyNumber_InPlaceDivide(x,y)
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#ifndef __PYX_EXTERN_C
  #ifdef __cplusplus
    #define __PYX_EXTERN_C extern "C"
  #else
    #define __PYX_EXTERN_C extern
  #endif
#endif

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

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#endif

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

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


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

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

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


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


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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* "numpy.pxd":764
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
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  #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
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
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#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif


/*--- Type declarations ---*/
struct __pyx_obj_6pandas_5tslib__Timestamp;
struct __pyx_obj_6pandas_5tslib__NaT;
struct __pyx_obj_6pandas_5tslib__TSObject;
struct __pyx_obj_6pandas_5tslib__Timedelta;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE;
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr;

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

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

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

/* "numpy.pxd":770
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
struct __pyx_opt_args_6pandas_5tslib_resolution;

/* "pandas/tslib.pyx":3855
 * # period accessors
 * 
 * ctypedef int (*accessor)(int64_t ordinal, int freq) except INT32_MIN             # <<<<<<<<<<<<<<
 * 
 * def get_period_field(int code, int64_t value, int freq):
 */
typedef int (*__pyx_t_6pandas_5tslib_accessor)(__pyx_t_5numpy_int64_t, int);

/* "pandas/tslib.pyx":3928
 *     return ordinals
 * 
 * cpdef resolution(ndarray[int64_t] stamps, tz=None):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, n = len(stamps)
 */
struct __pyx_opt_args_6pandas_5tslib_resolution {
  int __pyx_n;
  PyObject *tz;
};

/* "pandas/tslib.pyx":713
 * # (see Timestamp class above). This will serve as a C extension type that
 * # shadows the python class, where we do any heavy lifting.
 * cdef class _Timestamp(datetime):             # <<<<<<<<<<<<<<
 *     cdef readonly:
 *         int64_t value, nanosecond
 */
struct __pyx_obj_6pandas_5tslib__Timestamp {
  PyDateTime_DateTime __pyx_base;
  struct __pyx_vtabstruct_6pandas_5tslib__Timestamp *__pyx_vtab;
  __pyx_t_5numpy_int64_t value;
  __pyx_t_5numpy_int64_t nanosecond;
  PyObject *offset;
};


/* "pandas/tslib.pyx":887
 * 
 * 
 * cdef class _NaT(_Timestamp):             # <<<<<<<<<<<<<<
 * 
 *     def __hash__(_NaT self):
 */
struct __pyx_obj_6pandas_5tslib__NaT {
  struct __pyx_obj_6pandas_5tslib__Timestamp __pyx_base;
};


/* "pandas/tslib.pyx":942
 * 
 * # lightweight C object to hold datetime & int64 pair
 * cdef class _TSObject:             # <<<<<<<<<<<<<<
 *     cdef:
 *         pandas_datetimestruct dts      # pandas_datetimestruct
 */
struct __pyx_obj_6pandas_5tslib__TSObject {
  PyObject_HEAD
  pandas_datetimestruct dts;
  __pyx_t_5numpy_int64_t value;
  PyObject *tzinfo;
};


/* "pandas/tslib.pyx":1478
 * # shadows the python class, where we do any heavy lifting.
 * 
 * cdef class _Timedelta(timedelta):             # <<<<<<<<<<<<<<
 * 
 *     cdef readonly:
 */
struct __pyx_obj_6pandas_5tslib__Timedelta {
  PyDateTime_Delta __pyx_base;
  struct __pyx_vtabstruct_6pandas_5tslib__Timedelta *__pyx_vtab;
  __pyx_t_5numpy_int64_t value;
  PyObject *freq;
  int is_populated;
  __pyx_t_5numpy_int64_t _sign;
  __pyx_t_5numpy_int64_t _d;
  __pyx_t_5numpy_int64_t _h;
  __pyx_t_5numpy_int64_t _m;
  __pyx_t_5numpy_int64_t _s;
  __pyx_t_5numpy_int64_t _ms;
  __pyx_t_5numpy_int64_t _us;
  __pyx_t_5numpy_int64_t _ns;
};


/* "pandas/tslib.pyx":1946
 *         return self.value/float(other.value)
 * 
 *     def _make_invalid(opstr):             # <<<<<<<<<<<<<<
 * 
 *         def _invalid(other):
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid {
  PyObject_HEAD
  PyObject *__pyx_v_opstr;
};


/* "pandas/tslib.pyx":1960
 *     __rfloordiv__ = _make_invalid('__rfloordiv__')
 * 
 *     def _op_unary_method(func, name):             # <<<<<<<<<<<<<<
 * 
 *         def f(self):
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method {
  PyObject_HEAD
  PyObject *__pyx_v_func;
};


/* "pandas/tslib.pyx":4216
 *     """Handle conversion from format directives to regexes."""
 * 
 *     def __init__(self, locale_time=None):             # <<<<<<<<<<<<<<
 *         """Create keys/values.
 * 
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ {
  PyObject_HEAD
  PyObject *__pyx_v_self;
};


/* "pandas/tslib.pyx":4249
 *             'b': self.__seqToRE(self.locale_time.a_month[1:], 'b'),
 *             'p': self.__seqToRE(self.locale_time.am_pm, 'p'),
 *             'Z': self.__seqToRE((tz for tz_names in self.locale_time.timezone             # <<<<<<<<<<<<<<
 *                                         for tz in tz_names),
 *                                 'Z'),
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr {
  PyObject_HEAD
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *__pyx_outer_scope;
  PyObject *__pyx_v_tz;
  PyObject *__pyx_v_tz_names;
  PyObject *__pyx_t_0;
  PyObject *__pyx_t_1;
  Py_ssize_t __pyx_t_2;
  PyObject *(*__pyx_t_3)(PyObject *);
  Py_ssize_t __pyx_t_4;
  PyObject *(*__pyx_t_5)(PyObject *);
};


/* "pandas/tslib.pyx":4258
 *         base.__setitem__('X', self.pattern(self.locale_time.LC_time))
 * 
 *     def __seqToRE(self, to_convert, directive):             # <<<<<<<<<<<<<<
 *         """Convert a list to a regex string for matching a directive.
 * 
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE {
  PyObject_HEAD
  PyObject *__pyx_v_to_convert;
};


/* "pandas/tslib.pyx":4273
 *         else:
 *             return ''
 *         regex = '|'.join(re_escape(stuff) for stuff in to_convert)             # <<<<<<<<<<<<<<
 *         regex = '(?P<%s>%s' % (directive, regex)
 *         return '%s)' % regex
 */
struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr {
  PyObject_HEAD
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *__pyx_outer_scope;
  PyObject *__pyx_v_stuff;
  PyObject *__pyx_t_0;
  Py_ssize_t __pyx_t_1;
  PyObject *(*__pyx_t_2)(PyObject *);
};



/* "pandas/tslib.pyx":713
 * # (see Timestamp class above). This will serve as a C extension type that
 * # shadows the python class, where we do any heavy lifting.
 * cdef class _Timestamp(datetime):             # <<<<<<<<<<<<<<
 *     cdef readonly:
 *         int64_t value, nanosecond
 */

struct __pyx_vtabstruct_6pandas_5tslib__Timestamp {
  int (*_compare_outside_nanorange)(struct __pyx_obj_6pandas_5tslib__Timestamp *, PyDateTime_DateTime *, int);
  int (*_assert_tzawareness_compat)(struct __pyx_obj_6pandas_5tslib__Timestamp *, PyObject *);
  PyDateTime_DateTime *(*to_datetime)(struct __pyx_obj_6pandas_5tslib__Timestamp *, int __pyx_skip_dispatch);
  PyObject *(*_get_field)(struct __pyx_obj_6pandas_5tslib__Timestamp *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*_get_start_end_field)(struct __pyx_obj_6pandas_5tslib__Timestamp *, PyObject *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5tslib__Timestamp *__pyx_vtabptr_6pandas_5tslib__Timestamp;


/* "pandas/tslib.pyx":887
 * 
 * 
 * cdef class _NaT(_Timestamp):             # <<<<<<<<<<<<<<
 * 
 *     def __hash__(_NaT self):
 */

struct __pyx_vtabstruct_6pandas_5tslib__NaT {
  struct __pyx_vtabstruct_6pandas_5tslib__Timestamp __pyx_base;
};
static struct __pyx_vtabstruct_6pandas_5tslib__NaT *__pyx_vtabptr_6pandas_5tslib__NaT;


/* "pandas/tslib.pyx":1478
 * # shadows the python class, where we do any heavy lifting.
 * 
 * cdef class _Timedelta(timedelta):             # <<<<<<<<<<<<<<
 * 
 *     cdef readonly:
 */

struct __pyx_vtabstruct_6pandas_5tslib__Timedelta {
  PyDateTime_Delta *(*to_pytimedelta)(struct __pyx_obj_6pandas_5tslib__Timedelta *, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5tslib__Timedelta *__pyx_vtabptr_6pandas_5tslib__Timedelta;
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static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

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

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

static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \
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static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact,
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static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
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static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
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static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

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static void __Pyx_RaiseBufferIndexError(int axis);

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

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

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

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

#include <string.h>

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

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

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

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

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

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

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

static CYTHON_INLINE __pyx_t_5numpy_int64_t __Pyx_mod___pyx_t_5numpy_int64_t(__pyx_t_5numpy_int64_t, __pyx_t_5numpy_int64_t); /* proto */

#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

static void __Pyx_RaiseBufferFallbackError(void);

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

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

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname);

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

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

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

#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000
static CYTHON_INLINE PyObject* __Pyx_PyObject_LookupSpecial(PyObject* obj, PyObject* attr_name) {
    PyObject *res;
    PyTypeObject *tp = Py_TYPE(obj);
#if PY_MAJOR_VERSION < 3
    if (unlikely(PyInstance_Check(obj)))
        return __Pyx_PyObject_GetAttrStr(obj, attr_name);
#endif
    res = _PyType_Lookup(tp, attr_name);
    if (likely(res)) {
        descrgetfunc f = Py_TYPE(res)->tp_descr_get;
        if (!f) {
            Py_INCREF(res);
        } else {
            res = f(res, obj, (PyObject *)tp);
        }
    } else {
        PyErr_SetObject(PyExc_AttributeError, attr_name);
    }
    return res;
}
#else
#define __Pyx_PyObject_LookupSpecial(o,n) __Pyx_PyObject_GetAttrStr(o,n)
#endif

static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

static CYTHON_INLINE int __Pyx_IterFinish(void);

static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

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

static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);

static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2,
                                             int is_tuple, int has_known_size, int decref_tuple);

static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_is_dict);
static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos,
                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict);

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

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

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

#define __Pyx_BufPtrStrided2d(type, buf, i0, s0, i1, s1) (type)((char*)buf + i0 * s0 + i1 * s1)
static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __Pyx_div___pyx_t_5numpy_int64_t(__pyx_t_5numpy_int64_t, __pyx_t_5numpy_int64_t); /* proto */

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

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

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

static CYTHON_INLINE int __Pyx_PyList_Extend(PyObject* L, PyObject* v) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject* none = _PyList_Extend((PyListObject*)L, v);
    if (unlikely(!none))
        return -1;
    Py_DECREF(none);
    return 0;
#else
    return PyList_SetSlice(L, PY_SSIZE_T_MAX, PY_SSIZE_T_MAX, v);
#endif
}

static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it) {
    if (it) {
        PyObject* result;
        if (PyFrozenSet_CheckExact(it)) {
            Py_INCREF(it);
            return it;
        }
        result = PyFrozenSet_New(it);
        if (unlikely(!result))
            return NULL;
        if (likely(PySet_GET_SIZE(result)))
            return result;
        Py_DECREF(result);
    }
    #if CYTHON_COMPILING_IN_CPYTHON
    return PyFrozenSet_Type.tp_new(&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
    #else
    return PyObject_Call((PyObject*)&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
    #endif
}

#if PY_MAJOR_VERSION < 3
#define __Pyx_PyString_Join __Pyx_PyBytes_Join
#define __Pyx_PyBaseString_Join(s, v) (PyUnicode_CheckExact(s) ? PyUnicode_Join(s, v) : __Pyx_PyBytes_Join(s, v))
#else
#define __Pyx_PyString_Join PyUnicode_Join
#define __Pyx_PyBaseString_Join PyUnicode_Join
#endif
#if CYTHON_COMPILING_IN_CPYTHON
    #if PY_MAJOR_VERSION < 3
    #define __Pyx_PyBytes_Join _PyString_Join
    #else
    #define __Pyx_PyBytes_Join _PyBytes_Join
    #endif
#else
static CYTHON_INLINE PyObject* __Pyx_PyBytes_Join(PyObject* sep, PyObject* values);
#endif

static void __Pyx_call_next_tp_dealloc(PyObject* obj, destructor current_tp_dealloc);

static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse);

static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_dealloc);

static int __Pyx_SetVtable(PyObject *dict, void *vtable);

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

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

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

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

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value);

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

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


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

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

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int32(npy_int32 value);

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

static int __Pyx_Print(PyObject*, PyObject *, int);
#if CYTHON_COMPILING_IN_PYPY || PY_MAJOR_VERSION >= 3
static PyObject* __pyx_print = 0;
static PyObject* __pyx_print_kwargs = 0;
#endif

static int __Pyx_PrintOne(PyObject* stream, PyObject *o);

static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *);

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

#include "descrobject.h"
static PyObject* __Pyx_Method_ClassMethod(PyObject *method);

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

static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

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

static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

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

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value);

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

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

static int __Pyx_check_binary_version(void);

static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig);

#if !defined(__Pyx_PyIdentifier_FromString)
#if PY_MAJOR_VERSION < 3
  #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
#else
  #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
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static PyObject *__Pyx_ImportModule(const char *name);

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

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

static int __pyx_f_6pandas_5tslib_10_Timestamp__compare_outside_nanorange(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyDateTime_DateTime *__pyx_v_other, int __pyx_v_op); /* proto*/
static int __pyx_f_6pandas_5tslib_10_Timestamp__assert_tzawareness_compat(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_other); /* proto*/
static PyDateTime_DateTime *__pyx_f_6pandas_5tslib_10_Timestamp_to_datetime(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5tslib_10_Timestamp__get_field(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_field, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5tslib_10_Timestamp__get_start_end_field(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_field, int __pyx_skip_dispatch); /* proto*/
static PyDateTime_Delta *__pyx_f_6pandas_5tslib_10_Timedelta_to_pytimedelta(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self, int __pyx_skip_dispatch); /* proto*/

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

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

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

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

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

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

/* Module declarations from 'numpy' */

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

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

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

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

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

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

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

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

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

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

/* Module declarations from '__builtin__' */

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

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

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

/* Module declarations from '__builtin__' */

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

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

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

/* Module declarations from '__builtin__' */

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* Module declarations from 'cpython' */

/* Module declarations from 'datetime' */

/* Module declarations from 'datetime' */
static PyTypeObject *__pyx_ptype_8datetime_date = 0;
static PyTypeObject *__pyx_ptype_8datetime_datetime = 0;
static PyTypeObject *__pyx_ptype_8datetime_timedelta = 0;
static CYTHON_INLINE PyObject *__pyx_f_8datetime__string_to_dts(PyObject *, pandas_datetimestruct *, int *, int *); /*proto*/
static CYTHON_INLINE int __pyx_f_8datetime__cstring_to_dts(char *, int, pandas_datetimestruct *, int *, int *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_8datetime__dts_to_pydatetime(pandas_datetimestruct *); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__pydatetime_to_dts(PyObject *, pandas_datetimestruct *); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__date_to_datetime64(PyObject *, pandas_datetimestruct *); /*proto*/

/* Module declarations from 'util' */
static CYTHON_INLINE PyObject *__pyx_f_4util_is_array(PyObject *); /*proto*/

/* Module declarations from 'khash' */

/* Module declarations from 'cython' */

/* Module declarations from 'pandas.tslib' */
static PyTypeObject *__pyx_ptype_6pandas_5tslib__Timestamp = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib__NaT = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib__TSObject = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib__Timedelta = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct___make_invalid = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct_1__op_unary_method = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct_2___init__ = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct_3_genexpr = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct_4___seqToRE = 0;
static PyTypeObject *__pyx_ptype_6pandas_5tslib___pyx_scope_struct_5_genexpr = 0;
static int __pyx_v_6pandas_5tslib_PY2;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_5tslib_NPY_NAT;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_5tslib__NS_LOWER_BOUND;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_5tslib__NS_UPPER_BOUND;
static pandas_datetimestruct __pyx_v_6pandas_5tslib__NS_MIN_DTS;
static pandas_datetimestruct __pyx_v_6pandas_5tslib__NS_MAX_DTS;
static int __pyx_v_6pandas_5tslib__reverse_ops[6];
static PyObject *__pyx_v_6pandas_5tslib__NDIM_STRING = 0;
static PyTypeObject *__pyx_v_6pandas_5tslib_ts_type;
static int __pyx_v_6pandas_5tslib__nat_scalar_rules[6];
static PyTypeObject *__pyx_v_6pandas_5tslib_td_type;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_5tslib_DAY_NS;
static char __pyx_v_6pandas_5tslib_START;
static char __pyx_v_6pandas_5tslib_END;
static PyObject *__pyx_v_6pandas_5tslib_extra_fmts = 0;
static PyObject *__pyx_v_6pandas_5tslib_str_extra_fmts = 0;
static PyObject *__pyx_f_6pandas_5tslib_convert_to_tsobject(PyObject *, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib_convert_to_timedelta64(PyObject *, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib_create_timestamp_from_ts(__pyx_t_5numpy_int64_t, pandas_datetimestruct, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib_create_datetime_from_ts(__pyx_t_5numpy_int64_t, pandas_datetimestruct, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__is_tzlocal(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__is_fixed_offset(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__checknull_with_nat(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__cmp_nat_dt(struct __pyx_obj_6pandas_5tslib__NaT *, struct __pyx_obj_6pandas_5tslib__Timestamp *, int); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib_get_value_box(PyArrayObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__cmp_scalar(__pyx_t_5numpy_int64_t, __pyx_t_5numpy_int64_t, int); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib_is_timestamp(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__get_utcoffset(PyObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE void __pyx_f_6pandas_5tslib__localize_tso(struct __pyx_obj_6pandas_5tslib__TSObject *, PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__is_utc(PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib__get_zone(PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib_maybe_get_tz(PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib__check_dts_bounds(pandas_datetimestruct *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib__get_datetime64_nanos(PyObject *); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_5tslib_cast_from_unit(PyObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__treat_tz_as_pytz(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__treat_tz_as_dateutil(PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib__tz_cache_key(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__get_transitions(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__get_utc_trans_times_from_dateutil_tz(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__get_deltas(PyObject *); /*proto*/
static double __pyx_f_6pandas_5tslib_total_seconds(PyObject *); /*proto*/
static PyArrayObject *__pyx_f_6pandas_5tslib__unbox_utcoffsets(PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5tslib_bisect_right_i8(__pyx_t_5numpy_int64_t *, __pyx_t_5numpy_int64_t, Py_ssize_t); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__normalize_local(PyArrayObject *, PyObject *); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_5tslib__normalized_stamp(pandas_datetimestruct *); /*proto*/
static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_6pandas_5tslib_ts_dayofweek(struct __pyx_obj_6pandas_5tslib__TSObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib_normalize_date(PyObject *, int __pyx_skip_dispatch); /*proto*/
static PyArrayObject *__pyx_f_6pandas_5tslib_localize_dt64arr_to_period(PyArrayObject *, int, PyObject *); /*proto*/
static __pyx_t_5numpy_int64_t __pyx_f_6pandas_5tslib_period_asfreq(__pyx_t_5numpy_int64_t, int, int, int, int __pyx_skip_dispatch); /*proto*/
static __pyx_t_5numpy_int64_t __pyx_f_6pandas_5tslib_period_ordinal_to_dt64(__pyx_t_5numpy_int64_t, int, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__period_strftime(__pyx_t_5numpy_int64_t, int, PyObject *); /*proto*/
static __pyx_t_6pandas_5tslib_accessor __pyx_f_6pandas_5tslib__get_accessor_func(int); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib_resolution(PyArrayObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5tslib_resolution *__pyx_optional_args); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5tslib__reso_stamp(pandas_datetimestruct *); /*proto*/
static PyObject *__pyx_f_6pandas_5tslib__reso_local(PyArrayObject *, PyObject *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t = { "int64_t", NULL, sizeof(__pyx_t_5numpy_int64_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int64_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int64_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_object = { "Python object", NULL, sizeof(PyObject *), { 0 }, 0, 'O', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t = { "int32_t", NULL, sizeof(__pyx_t_5numpy_int32_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int32_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int32_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int8_t = { "int8_t", NULL, sizeof(__pyx_t_5numpy_int8_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int8_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int8_t), 0 };
#define __Pyx_MODULE_NAME "pandas.tslib"
int __pyx_module_is_main_pandas__tslib = 0;

/* Implementation of 'pandas.tslib' */
static PyObject *__pyx_builtin_NameError;
static PyObject *__pyx_builtin_property;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_object;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_super;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_NotImplemented;
static PyObject *__pyx_builtin_OverflowError;
static PyObject *__pyx_builtin_AttributeError;
static PyObject *__pyx_builtin_Exception;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_round;
static PyObject *__pyx_builtin_zip;
static PyObject *__pyx_builtin_sorted;
static PyObject *__pyx_builtin_RuntimeError;
static PyObject *__pyx_lambda_funcdef_6pandas_5tslib_lambda1(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_ints_to_pydatetime(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_tz, PyObject *__pyx_v_offset, PyObject *__pyx_v_box); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_2ints_to_pytimedelta(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_box); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_fromordinal(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls, PyObject *__pyx_v_ordinal, PyObject *__pyx_v_offset, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_2now(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_4today(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_6utcnow(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_8__new__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls, PyObject *__pyx_v_ts_input, PyObject *__pyx_v_offset, PyObject *__pyx_v_tz, PyObject *__pyx_v_unit); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_10__repr__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_12_date_repr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_14_time_repr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_16_repr_base(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_18tz(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_20freq(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_22__setstate__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_24__reduce__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_26to_period(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_28dayofweek(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_30dayofyear(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_32week(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_34microsecond(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_36quarter(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_38freqstr(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_40asm8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_42is_month_start(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_44is_month_end(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_46is_quarter_start(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_48is_quarter_end(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_50is_year_start(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_52is_year_end(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_54tz_localize(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_tz, PyObject *__pyx_v_ambiguous); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_56tz_convert(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_58replace(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_kwds); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_60to_pydatetime(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_warn); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_62isoformat(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_sep); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_64_has_time_component(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timestamp_66to_julian_date(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType___new__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_2__repr__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_4__str__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_6__hash__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_8__int__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_10__long__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_12weekday(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_14toordinal(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_7NaTType_16__reduce__(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_4__nat_unpickle(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_args); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6is_timestamp_array(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_8get_value_box(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10unique_deltas(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_12apply_offset(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, CYTHON_UNUSED PyObject *__pyx_v_offset); /* proto */
static Py_hash_t __pyx_pf_6pandas_5tslib_10_Timestamp___hash__(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_2__richcmp__(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_4to_datetime(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_6__add__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_8__sub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_10_get_field(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_field); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_12_get_start_end_field(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self, PyObject *__pyx_v_field); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_5value___get__(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_10nanosecond___get__(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timestamp_6offset___get__(struct __pyx_obj_6pandas_5tslib__Timestamp *__pyx_v_self); /* proto */
static Py_hash_t __pyx_pf_6pandas_5tslib_4_NaT___hash__(struct __pyx_obj_6pandas_5tslib__NaT *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_4_NaT_2__richcmp__(struct __pyx_obj_6pandas_5tslib__NaT *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_4_NaT_4__add__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_4_NaT_6__sub__(PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_14_delta_to_nanoseconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_delta); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9_TSObject_5value___get__(struct __pyx_obj_6pandas_5tslib__TSObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_16_get_utcoffset(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_tzinfo, PyObject *__pyx_v_obj); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_18_localize_pydatetime(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_20get_timezone(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_22maybe_get_tz(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_24datetime_to_datetime64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_26_does_string_look_like_datetime(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_date_string); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_28parse_datetime_string(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_date_string, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_30array_to_datetime(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_raise_, PyObject *__pyx_v_dayfirst, CYTHON_UNUSED PyObject *__pyx_v_format, PyObject *__pyx_v_utc, PyObject *__pyx_v_coerce, PyObject *__pyx_v_unit); /* proto */
static Py_hash_t __pyx_pf_6pandas_5tslib_10_Timedelta___hash__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_2__richcmp__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_4_ensure_components(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_6to_pytimedelta(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_5value___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_4freq___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_12is_populated___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_5_sign___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_2_d___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_2_h___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_2_m___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_2_s___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_3_ms___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_3_us___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10_Timedelta_3_ns___get__(struct __pyx_obj_6pandas_5tslib__Timedelta *__pyx_v_self); /* proto */
static PyObject *__pyx_lambda_funcdef_6pandas_5tslib_9Timedelta_lambda2(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_lambda_funcdef_6pandas_5tslib_9Timedelta_lambda3(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_lambda_funcdef_6pandas_5tslib_9Timedelta_lambda4(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_lambda_funcdef_6pandas_5tslib_9Timedelta_lambda5(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta___new__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_cls, PyObject *__pyx_v_value, PyObject *__pyx_v_unit, PyObject *__pyx_v_kwargs); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_2delta(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_4asm8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_6resolution(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_8round(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_reso); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_10_repr_base(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_format); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_12__repr__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_14__str__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_16components(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_18days(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_20hours(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_22minutes(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_24seconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_26milliseconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_28microseconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_30nanoseconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_32__setstate__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_state); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_34__reduce__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_36view(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_dtype); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_38_validate_ops_compat(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_40__add__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_42__sub__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_44__mul__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_46__truediv__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_13_make_invalid__invalid(PyObject *__pyx_self, PyObject *__pyx_v_other); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_48_make_invalid(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_opstr); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_16_op_unary_method_f(PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_9Timedelta_50_op_unary_method(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_func, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_32array_to_timedelta64(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_unit, PyObject *__pyx_v_coerce); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_34convert_to_timedelta(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ts, PyObject *__pyx_v_unit, PyObject *__pyx_v_coerce); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_36array_strptime(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_fmt, PyObject *__pyx_v_coerce); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_38cast_from_unit(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_ts, PyObject *__pyx_v_unit); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_40cast_to_nanoseconds(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_42pydt_to_i8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_pydt); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_44i8_to_pydt(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_i8, CYTHON_UNUSED PyObject *__pyx_v_tzinfo); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_46tz_convert(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_vals, PyObject *__pyx_v_tz1, PyObject *__pyx_v_tz2); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_48tz_convert_single(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_val, PyObject *__pyx_v_tz1, PyObject *__pyx_v_tz2); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_50_p_tz_cache_key(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_52tot_seconds(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_td); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_54_unbox_utcoffsets(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_transinfo); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_56tz_localize_to_utc(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_vals, PyObject *__pyx_v_tz, PyObject *__pyx_v_ambiguous); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_58build_field_sarray(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dtindex); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_60get_time_micros(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dtindex); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_62get_date_field(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dtindex, PyObject *__pyx_v_field); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_64get_start_end_field(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dtindex, PyObject *__pyx_v_field, PyObject *__pyx_v_freqstr, int __pyx_v_month_kw); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_66date_normalize(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_stamps, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_68dates_normalized(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_stamps, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_70isleapyear(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_year); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_72monthrange(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_year, __pyx_t_5numpy_int64_t __pyx_v_month); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_74normalize_date(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_dt); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_76dt64arr_to_periodarr(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_dtarr, int __pyx_v_freq, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_78periodarr_to_dt64arr(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_periodarr, int __pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_80period_asfreq(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_period_ordinal, int __pyx_v_freq1, int __pyx_v_freq2, int __pyx_v_end); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_82period_asfreq_arr(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, int __pyx_v_freq1, int __pyx_v_freq2, int __pyx_v_end); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_84period_ordinal(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_y, int __pyx_v_m, int __pyx_v_d, int __pyx_v_h, int __pyx_v_min, int __pyx_v_s, int __pyx_v_us, int __pyx_v_ps, int __pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_86period_ordinal_to_dt64(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_ordinal, int __pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_88period_format(CYTHON_UNUSED PyObject *__pyx_self, __pyx_t_5numpy_int64_t __pyx_v_value, int __pyx_v_freq, PyObject *__pyx_v_fmt); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_90get_period_field(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_code, __pyx_t_5numpy_int64_t __pyx_v_value, int __pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_92get_period_field_arr(CYTHON_UNUSED PyObject *__pyx_self, int __pyx_v_code, PyArrayObject *__pyx_v_arr, int __pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_94extract_ordinals(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_values, PyObject *__pyx_v_freq); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_96resolution(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_stamps, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_98_getlang(CYTHON_UNUSED PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_2__pad(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_seq, PyObject *__pyx_v_front); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_4__calc_weekday(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_6__calc_month(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_8__calc_am_pm(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_10__calc_date_time(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_10LocaleTime_12__calc_timezone(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE_8__init___genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE___init__(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_locale_time); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE_9__seqToRE_genexpr(PyObject *__pyx_self); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE_2__seqToRE(CYTHON_UNUSED PyObject *__pyx_self, CYTHON_UNUSED PyObject *__pyx_v_self, PyObject *__pyx_v_to_convert, PyObject *__pyx_v_directive); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE_4pattern(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_format); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_6TimeRE_6compile(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_self, PyObject *__pyx_v_format); /* proto */
static PyObject *__pyx_pf_6pandas_5tslib_100_calc_julian_from_U_or_W(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_year, PyObject *__pyx_v_week_of_year, PyObject *__pyx_v_day_of_week, PyObject *__pyx_v_week_starts_Mon); /* proto */
static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static PyObject *__pyx_tp_new_6pandas_5tslib__Timestamp(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib__NaT(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib__TSObject(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib__Timedelta(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct___make_invalid(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_1__op_unary_method(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_2___init__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_3_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_4___seqToRE(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static char __pyx_k_0[] = "0";
static char __pyx_k_1[] = "\\\\\\1";
static char __pyx_k_2[] = "2";
static char __pyx_k_3[] = "3";
static char __pyx_k_A[] = "A";
static char __pyx_k_B[] = "B";
static char __pyx_k_C[] = "C";
static char __pyx_k_D[] = "D";
static char __pyx_k_F[] = "%F";
static char __pyx_k_H[] = "H";
static char __pyx_k_I[] = "I";
static char __pyx_k_L[] = "L";
static char __pyx_k_M[] = "M";
static char __pyx_k_O[] = "O";
static char __pyx_k_P[] = "P";
static char __pyx_k_Q[] = "Q";
static char __pyx_k_S[] = "S";
static char __pyx_k_T[] = "T";
static char __pyx_k_U[] = "U";
static char __pyx_k_W[] = "W";
static char __pyx_k_X[] = "%X";
static char __pyx_k_Y[] = "Y";
static char __pyx_k_Z[] = " %%Z";
static char __pyx_k_a[] = "a";
static char __pyx_k_b[] = "b";
static char __pyx_k_c[] = "%c";
static char __pyx_k_d[] = "_d";
static char __pyx_k_f[] = "f";
static char __pyx_k_g[] = "g";
static char __pyx_k_h[] = "_h";
static char __pyx_k_i[] = "i";
static char __pyx_k_j[] = "j";
static char __pyx_k_k[] = "k";
static char __pyx_k_l[] = "l";
static char __pyx_k_m[] = "_m";
static char __pyx_k_n[] = "n";
static char __pyx_k_p[] = "p";
static char __pyx_k_q[] = "q";
static char __pyx_k_s[] = "_s";
static char __pyx_k_t[] = "t";
static char __pyx_k_u[] = "u";
static char __pyx_k_v[] = "v";
static char __pyx_k_w[] = "w";
static char __pyx_k_x[] = "%x";
static char __pyx_k_y[] = "y";
static char __pyx_k_z[] = "%z";
static char __pyx_k_00[] = "00";
static char __pyx_k_03[] = "03";
static char __pyx_k_10[] = "10";
static char __pyx_k_11[] = "11";
static char __pyx_k_17[] = "17";
static char __pyx_k_22[] = "22";
static char __pyx_k_2d[] = "%.2d";
static char __pyx_k_3d[] = "%.3d";
static char __pyx_k_44[] = "44";
static char __pyx_k_55[] = "55";
static char __pyx_k_6d[] = ".%.6d";
static char __pyx_k_76[] = "76";
static char __pyx_k_99[] = "99";
static char __pyx_k_9d[] = ".%.9d";
static char __pyx_k_AB[] = "^`AB`^";
static char __pyx_k_AS[] = "AS";
static char __pyx_k_CD[] = "^`CD`^";
static char __pyx_k_EF[] = "^`EF`^";
static char __pyx_k_GH[] = "^`GH`^";
static char __pyx_k_IJ[] = "^`IJ`^";
static char __pyx_k_KL[] = "^`KL`^";
static char __pyx_k_MS[] = "MS";
static char __pyx_k_QS[] = "QS";
static char __pyx_k_Zd[] = "Zd";
static char __pyx_k_Zf[] = "Zf";
static char __pyx_k_Zg[] = "Zg";
static char __pyx_k__5[] = "";
static char __pyx_k_dt[] = "dt";
static char __pyx_k_i4[] = "i4";
static char __pyx_k_i8[] = "i8";
static char __pyx_k_ms[] = "_ms";
static char __pyx_k_np[] = "np";
static char __pyx_k_ns[] = "ns";
static char __pyx_k_op[] = "op";
static char __pyx_k_ps[] = "ps";
static char __pyx_k_re[] = "re";
static char __pyx_k_sz[] = "sz";
static char __pyx_k_td[] = "td";
static char __pyx_k_ts[] = "ts";
static char __pyx_k_tz[] = "tz";
static char __pyx_k_us[] = "us";
static char __pyx_k_02d[] = "%02d";
static char __pyx_k_03d[] = "%03d";
static char __pyx_k_06d[] = "%06d";
static char __pyx_k_09d[] = "%09d";
static char __pyx_k_A_2[] = "%A";
static char __pyx_k_B_2[] = "%B";
static char __pyx_k_H_2[] = "%H";
static char __pyx_k_I_2[] = "%I";
static char __pyx_k_M_2[] = "%M";
static char __pyx_k_NAN[] = "NAN";
static char __pyx_k_NAT[] = "NAT";
static char __pyx_k_NaN[] = "NaN";
static char __pyx_k_NaT[] = "NaT";
static char __pyx_k_PY3[] = "PY3";
static char __pyx_k_S_2[] = "%S";
static char __pyx_k_UTC[] = "UTC";
static char __pyx_k_U_2[] = "%U";
static char __pyx_k_U_W[] = "U_W";
static char __pyx_k_W_2[] = "%W";
static char __pyx_k_X_2[] = "X";
static char __pyx_k_Y_2[] = "%Y";
static char __pyx_k_Y_m[] = "%Y-%m";
static char __pyx_k_Z_2[] = "Z";
static char __pyx_k_Z_3[] = "%Z";
static char __pyx_k__56[] = "-";
static char __pyx_k__57[] = " +";
static char __pyx_k__58[] = " ";
static char __pyx_k__68[] = "\\";
static char __pyx_k__69[] = "%";
static char __pyx_k_a_2[] = "%a";
static char __pyx_k_abs[] = "abs";
static char __pyx_k_add[] = "__add__";
static char __pyx_k_all[] = "all";
static char __pyx_k_any[] = "any";
static char __pyx_k_arr[] = "arr";
static char __pyx_k_b_2[] = "%b";
static char __pyx_k_box[] = "box";
static char __pyx_k_c_2[] = "c";
static char __pyx_k_cls[] = "cls";
static char __pyx_k_d_2[] = "d";
static char __pyx_k_d_3[] = "%d";
static char __pyx_k_day[] = "day";
static char __pyx_k_div[] = "__div__";
static char __pyx_k_doc[] = "__doc__";
static char __pyx_k_dom[] = "dom";
static char __pyx_k_dow[] = "dow";
static char __pyx_k_doy[] = "doy";
static char __pyx_k_dts[] = "dts";
static char __pyx_k_end[] = "end";
static char __pyx_k_err[] = "err";
static char __pyx_k_f_2[] = "%f";
static char __pyx_k_fix[] = "fix";
static char __pyx_k_fmt[] = "fmt";
static char __pyx_k_get[] = "get";
static char __pyx_k_gmt[] = "gmt";
static char __pyx_k_grp[] = "grp";
static char __pyx_k_h_2[] = "h";
static char __pyx_k_idx[] = "idx";
static char __pyx_k_inf[] = "inf";
static char __pyx_k_int[] = "__int__";
static char __pyx_k_inv[] = "__inv__";
static char __pyx_k_j_2[] = "%j";
static char __pyx_k_key[] = "key";
static char __pyx_k_l_2[] = "%l";
static char __pyx_k_len[] = "len";
static char __pyx_k_loc[] = "loc";
static char __pyx_k_m_2[] = "m";
static char __pyx_k_m_3[] = "%m";
static char __pyx_k_max[] = "max";
static char __pyx_k_min[] = "min";
static char __pyx_k_mul[] = "__mul__";
static char __pyx_k_mus[] = "mus";
static char __pyx_k_n_2[] = "%n";
static char __pyx_k_nan[] = "nan";
static char __pyx_k_nat[] = "nat";
static char __pyx_k_neg[] = "__neg__";
static char __pyx_k_new[] = "__new__";
static char __pyx_k_now[] = "now";
static char __pyx_k_obj[] = "obj";
static char __pyx_k_old[] = "old";
static char __pyx_k_out[] = "out";
static char __pyx_k_p_2[] = "%p";
static char __pyx_k_pad[] = "__pad";
static char __pyx_k_pos[] = "pos";
static char __pyx_k_q_2[] = "%q";
static char __pyx_k_ret[] = "ret";
static char __pyx_k_s_2[] = "s";
static char __pyx_k_s_3[] = "%s)";
static char __pyx_k_s_4[] = "\\s+";
static char __pyx_k_s_s[] = "%s %s";
static char __pyx_k_sep[] = "sep";
static char __pyx_k_seq[] = "seq";
static char __pyx_k_str[] = "__str__";
static char __pyx_k_sub[] = "__sub__";
static char __pyx_k_sys[] = "sys";
static char __pyx_k_tso[] = "tso";
static char __pyx_k_typ[] = "_typ";
static char __pyx_k_tz1[] = "tz1";
static char __pyx_k_tz2[] = "tz2";
static char __pyx_k_u_2[] = "%u";
static char __pyx_k_utc[] = "utc";
static char __pyx_k_val[] = "val";
static char __pyx_k_w_2[] = "%w";
static char __pyx_k_woy[] = "woy";
static char __pyx_k_x_2[] = "x";
static char __pyx_k_y_2[] = "%y";
static char __pyx_k_zip[] = "zip";
static char __pyx_k_1999[] = "1999";
static char __pyx_k_FQ_q[] = "%FQ%q";
static char __pyx_k_M8_s[] = "M8[s]";
static char __pyx_k__107[] = "%%";
static char __pyx_k__130[] = "|";
static char __pyx_k__131[] = "([\\\\.^$*+?\\(\\){}\\[\\]|])";
static char __pyx_k__341[] = "*";
static char __pyx_k_ampm[] = "ampm";
static char __pyx_k_args[] = "args";
static char __pyx_k_asm8[] = "asm8";
static char __pyx_k_base[] = "base";
static char __pyx_k_code[] = "code";
static char __pyx_k_date[] = "date";
static char __pyx_k_days[] = "days";
static char __pyx_k_diff[] = "diff";
static char __pyx_k_exit[] = "__exit__";
static char __pyx_k_fget[] = "fget";
static char __pyx_k_file[] = "file";
static char __pyx_k_fill[] = "fill";
static char __pyx_k_flat[] = "flat";
static char __pyx_k_frac[] = "frac";
static char __pyx_k_freq[] = "freq";
static char __pyx_k_func[] = "func";
static char __pyx_k_hash[] = "__hash__";
static char __pyx_k_hour[] = "hour";
static char __pyx_k_iNaT[] = "iNaT";
static char __pyx_k_init[] = "__init__";
static char __pyx_k_int8[] = "int8";
static char __pyx_k_item[] = "item";
static char __pyx_k_iter[] = "__iter__";
static char __pyx_k_join[] = "join";
static char __pyx_k_kwds[] = "kwds";
static char __pyx_k_lang[] = "lang";
static char __pyx_k_ldom[] = "ldom";
static char __pyx_k_left[] = "left";
static char __pyx_k_long[] = "long";
static char __pyx_k_m8_0[] = "m8[{0}]";
static char __pyx_k_main[] = "__main__";
static char __pyx_k_mask[] = "mask";
static char __pyx_k_ms_2[] = "ms";
static char __pyx_k_name[] = "__name__";
static char __pyx_k_ndim[] = "ndim";
static char __pyx_k_ns_2[] = "_ns";
static char __pyx_k_prop[] = "prop";
static char __pyx_k_pydt[] = "pydt";
static char __pyx_k_pytz[] = "pytz";
static char __pyx_k_rdiv[] = "__rdiv__";
static char __pyx_k_repr[] = "__repr__";
static char __pyx_k_reso[] = "reso";
static char __pyx_k_rmul[] = "__rmul__";
static char __pyx_k_self[] = "self";
static char __pyx_k_send[] = "send";
static char __pyx_k_side[] = "side";
static char __pyx_k_sign[] = "_sign";
static char __pyx_k_size[] = "size";
static char __pyx_k_sort[] = "sort";
static char __pyx_k_subs[] = "subs";
static char __pyx_k_test[] = "__test__";
static char __pyx_k_time[] = "time";
static char __pyx_k_ts_2[] = "_ts";
static char __pyx_k_tz_0[] = ", tz='{0}'";
static char __pyx_k_tz_s[] = ", tz=%s";
static char __pyx_k_unit[] = "unit";
static char __pyx_k_us_2[] = "_us";
static char __pyx_k_vals[] = "vals";
static char __pyx_k_view[] = "view";
static char __pyx_k_warn[] = "warn";
static char __pyx_k_week[] = "week";
static char __pyx_k_year[] = "year";
static char __pyx_k_zone[] = "zone";
static char __pyx_k_M8_ns[] = "M8[ns]";
static char __pyx_k_P_s_s[] = "(?P<%s>%s";
static char __pyx_k_Y_m_d[] = "%Y-%m-%d";
static char __pyx_k_a_idx[] = "a_idx";
static char __pyx_k_abs_2[] = "__abs__";
static char __pyx_k_algos[] = "algos";
static char __pyx_k_all_2[] = "__all__";
static char __pyx_k_am_pm[] = "am_pm";
static char __pyx_k_apply[] = "apply";
static char __pyx_k_array[] = "array";
static char __pyx_k_b_idx[] = "b_idx";
static char __pyx_k_base1[] = "base1";
static char __pyx_k_base2[] = "base2";
static char __pyx_k_boxed[] = "boxed";
static char __pyx_k_clear[] = "clear";
static char __pyx_k_close[] = "close";
static char __pyx_k_count[] = "count";
static char __pyx_k_delta[] = "delta";
static char __pyx_k_dtarr[] = "dtarr";
static char __pyx_k_dtype[] = "dtype";
static char __pyx_k_empty[] = "empty";
static char __pyx_k_enter[] = "__enter__";
static char __pyx_k_field[] = "field";
static char __pyx_k_finfo[] = "finfo";
static char __pyx_k_floor[] = "floor";
static char __pyx_k_found[] = "found";
static char __pyx_k_freq1[] = "freq1";
static char __pyx_k_freq2[] = "freq2";
static char __pyx_k_front[] = "front";
static char __pyx_k_gettz[] = "gettz";
static char __pyx_k_hours[] = "hours";
static char __pyx_k_index[] = "index";
static char __pyx_k_infer[] = "infer";
static char __pyx_k_int32[] = "int32";
static char __pyx_k_int64[] = "int64";
static char __pyx_k_isdst[] = "isdst";
static char __pyx_k_lower[] = "lower";
static char __pyx_k_m8_ns[] = "m8[ns]";
static char __pyx_k_match[] = "match";
static char __pyx_k_month[] = "month";
static char __pyx_k_new_2[] = "new";
static char __pyx_k_numpy[] = "numpy";
static char __pyx_k_opstr[] = "opstr";
static char __pyx_k_other[] = "other";
static char __pyx_k_pos_2[] = "__pos__";
static char __pyx_k_print[] = "print";
static char __pyx_k_py_dt[] = "py_dt";
static char __pyx_k_raise[] = "raise";
static char __pyx_k_range[] = "range";
static char __pyx_k_ravel[] = "ravel";
static char __pyx_k_regex[] = "regex";
static char __pyx_k_right[] = "right";
static char __pyx_k_round[] = "round";
static char __pyx_k_s_s_2[] = "%s/%s";
static char __pyx_k_s_s_3[] = "%s%s";
static char __pyx_k_s_s_s[] = "%s%s%s";
static char __pyx_k_shape[] = "shape";
static char __pyx_k_stamp[] = "stamp";
static char __pyx_k_state[] = "state";
static char __pyx_k_sub_2[] = "sub";
static char __pyx_k_super[] = "super";
static char __pyx_k_table[] = "table";
static char __pyx_k_tdata[] = "tdata";
static char __pyx_k_throw[] = "throw";
static char __pyx_k_today[] = "today";
static char __pyx_k_trans[] = "trans";
static char __pyx_k_typ_2[] = "typ";
static char __pyx_k_tzset[] = "tzset";
static char __pyx_k_tzutc[] = "tzutc";
static char __pyx_k_utf_8[] = "utf-8";
static char __pyx_k_value[] = "value";
static char __pyx_k_where[] = "where";
static char __pyx_k_years[] = "years";
static char __pyx_k_zeros[] = "zeros";
static char __pyx_k_D_RESO[] = "D_RESO";
static char __pyx_k_H_RESO[] = "H_RESO";
static char __pyx_k_Period[] = "Period";
static char __pyx_k_S_RESO[] = "S_RESO";
static char __pyx_k_T_RESO[] = "T_RESO";
static char __pyx_k_TimeRE[] = "TimeRE";
static char __pyx_k_Z_tz_s[] = " %%Z, tz=%s";
static char __pyx_k_append[] = "append";
static char __pyx_k_astype[] = "astype";
static char __pyx_k_coerce[] = "coerce";
static char __pyx_k_decode[] = "decode";
static char __pyx_k_deltas[] = "deltas";
static char __pyx_k_encode[] = "encode";
static char __pyx_k_escape[] = "escape";
static char __pyx_k_fields[] = "fields";
static char __pyx_k_format[] = "format";
static char __pyx_k_hstack[] = "hstack";
static char __pyx_k_ignore[] = "ignore";
static char __pyx_k_import[] = "__import__";
static char __pyx_k_insert[] = "insert";
static char __pyx_k_is_dst[] = "is_dst";
static char __pyx_k_isleap[] = "isleap";
static char __pyx_k_julian[] = "julian";
static char __pyx_k_kwargs[] = "kwargs";
static char __pyx_k_lambda[] = "<lambda>";
static char __pyx_k_locale[] = "locale";
static char __pyx_k_long_2[] = "__long__";
static char __pyx_k_micros[] = "micros";
static char __pyx_k_minute[] = "minute";
static char __pyx_k_mo_off[] = "mo_off";
static char __pyx_k_module[] = "__module__";
static char __pyx_k_months[] = "months";
static char __pyx_k_name_2[] = "name";
static char __pyx_k_new_tz[] = "new_tz";
static char __pyx_k_np_NaT[] = "np_NaT";
static char __pyx_k_ntrans[] = "ntrans";
static char __pyx_k_object[] = "object";
static char __pyx_k_offset[] = "offset";
static char __pyx_k_pandas[] = "pandas";
static char __pyx_k_reduce[] = "__reduce__";
static char __pyx_k_result[] = "result";
static char __pyx_k_second[] = "second";
static char __pyx_k_sorted[] = "sorted";
static char __pyx_k_stamps[] = "stamps";
static char __pyx_k_tar_gz[] = ".tar.gz";
static char __pyx_k_thread[] = "thread";
static char __pyx_k_tzfile[] = "tzfile";
static char __pyx_k_tzinfo[] = "tzinfo";
static char __pyx_k_tzname[] = "tzname";
static char __pyx_k_utcnow[] = "utcnow";
static char __pyx_k_values[] = "values";
static char __pyx_k_LC_TIME[] = "LC_TIME";
static char __pyx_k_LC_date[] = "LC_date";
static char __pyx_k_LC_time[] = "LC_time";
static char __pyx_k_MS_RESO[] = "MS_RESO";
static char __pyx_k_NaTType[] = "NaTType";
static char __pyx_k_P_w_0_6[] = "(?P<w>[0-6])";
static char __pyx_k_P_y_d_d[] = "(?P<y>\\d\\d)";
static char __pyx_k_US_RESO[] = "US_RESO";
static char __pyx_k_a_month[] = "a_month";
static char __pyx_k_both_eq[] = "both_eq";
static char __pyx_k_combine[] = "combine";
static char __pyx_k_compile[] = "compile";
static char __pyx_k_d_2d_2d[] = "%d-%.2d-%.2d";
static char __pyx_k_dtindex[] = "dtindex";
static char __pyx_k_f_month[] = "f_month";
static char __pyx_k_freqstr[] = "freqstr";
static char __pyx_k_genexpr[] = "genexpr";
static char __pyx_k_getitem[] = "__getitem__";
static char __pyx_k_getlang[] = "_getlang";
static char __pyx_k_invalid[] = "_invalid";
static char __pyx_k_iresult[] = "iresult";
static char __pyx_k_ivalues[] = "ivalues";
static char __pyx_k_maximum[] = "maximum";
static char __pyx_k_minutes[] = "minutes";
static char __pyx_k_nonzero[] = "nonzero";
static char __pyx_k_ordinal[] = "ordinal";
static char __pyx_k_oresult[] = "oresult";
static char __pyx_k_pattern[] = "pattern";
static char __pyx_k_prepare[] = "__prepare__";
static char __pyx_k_quarter[] = "quarter";
static char __pyx_k_raise_2[] = "raise_";
static char __pyx_k_replace[] = "replace";
static char __pyx_k_reverse[] = "reverse";
static char __pyx_k_seconds[] = "seconds";
static char __pyx_k_seqToRE[] = "__seqToRE";
static char __pyx_k_setitem[] = "__setitem__";
static char __pyx_k_squeeze[] = "squeeze";
static char __pyx_k_sub_day[] = "sub_day";
static char __pyx_k_td_base[] = "td_base";
static char __pyx_k_truediv[] = "__truediv__";
static char __pyx_k_ts_base[] = "ts_base";
static char __pyx_k_tzinfos[] = "_tzinfos";
static char __pyx_k_tzlocal[] = "tzlocal";
static char __pyx_k_uniques[] = "uniques";
static char __pyx_k_weekday[] = "weekday";
static char __pyx_k_2d_2d_2d[] = "%.2d:%.2d:%.2d";
static char __pyx_k_KeyError[] = "KeyError";
static char __pyx_k_both_nat[] = "both_nat";
static char __pyx_k_calendar[] = "calendar";
static char __pyx_k_datetime[] = "datetime";
static char __pyx_k_dateutil[] = "dateutil/";
static char __pyx_k_day_abbr[] = "day_abbr";
static char __pyx_k_day_name[] = "day_name";
static char __pyx_k_dayfirst[] = "dayfirst";
static char __pyx_k_daylight[] = "daylight";
static char __pyx_k_even_day[] = "even_day";
static char __pyx_k_filename[] = "_filename";
static char __pyx_k_floordiv[] = "__floordiv__";
static char __pyx_k_fraction[] = "fraction";
static char __pyx_k_iterkeys[] = "iterkeys";
static char __pyx_k_localize[] = "localize";
static char __pyx_k_month_kw[] = "month_kw";
static char __pyx_k_offset_0[] = ", offset='{0}'";
static char __pyx_k_one_diff[] = "one_diff";
static char __pyx_k_operator[] = "operator";
static char __pyx_k_ordinals[] = "ordinals";
static char __pyx_k_property[] = "property";
static char __pyx_k_qualname[] = "__qualname__";
static char __pyx_k_relation[] = "relation";
static char __pyx_k_result_a[] = "result_a";
static char __pyx_k_result_b[] = "result_b";
static char __pyx_k_rtruediv[] = "__rtruediv__";
static char __pyx_k_s_d_days[] = "%s%d days";
static char __pyx_k_sa_dtype[] = "sa_dtype";
static char __pyx_k_setstate[] = "__setstate__";
static char __pyx_k_strftime[] = "strftime";
static char __pyx_k_thread_2[] = "_thread";
static char __pyx_k_timezone[] = "timezone";
static char __pyx_k_ts_input[] = "ts_input";
static char __pyx_k_tzoffset[] = "tzoffset";
static char __pyx_k_utc_date[] = "utc_date";
static char __pyx_k_year2000[] = "year2000";
static char __pyx_k_Exception[] = "Exception";
static char __pyx_k_NameError[] = "NameError";
static char __pyx_k_Timedelta[] = "Timedelta";
static char __pyx_k_Timestamp[] = "Timestamp";
static char __pyx_k_TypeError[] = "TypeError";
static char __pyx_k_Y_m_d_H_M[] = "%Y-%m-%d %H:%M";
static char __pyx_k_a_weekday[] = "a_weekday";
static char __pyx_k_ambiguous[] = "ambiguous";
static char __pyx_k_date_repr[] = "_date_repr";
static char __pyx_k_date_time[] = "date_time";
static char __pyx_k_dayofweek[] = "dayofweek";
static char __pyx_k_dayofyear[] = "dayofyear";
static char __pyx_k_directive[] = "directive";
static char __pyx_k_dst_hours[] = "dst_hours";
static char __pyx_k_end_month[] = "end_month";
static char __pyx_k_enumerate[] = "enumerate";
static char __pyx_k_f_weekday[] = "f_weekday";
static char __pyx_k_get_field[] = "_get_field";
static char __pyx_k_getlocale[] = "getlocale";
static char __pyx_k_group_key[] = "group_key";
static char __pyx_k_groupdict[] = "groupdict";
static char __pyx_k_have_pytz[] = "have_pytz";
static char __pyx_k_infer_dst[] = "infer_dst";
static char __pyx_k_isoformat[] = "isoformat";
static char __pyx_k_metaclass[] = "__metaclass__";
static char __pyx_k_neg_other[] = "neg_other";
static char __pyx_k_no_saving[] = "no_saving";
static char __pyx_k_normalize[] = "normalize";
static char __pyx_k_out_local[] = "out_local";
static char __pyx_k_periodarr[] = "periodarr";
static char __pyx_k_re_escape[] = "re_escape";
static char __pyx_k_repr_base[] = "_repr_base";
static char __pyx_k_rfloordiv[] = "__rfloordiv__";
static char __pyx_k_time_repr[] = "_time_repr";
static char __pyx_k_timedelta[] = "timedelta";
static char __pyx_k_to_offset[] = "to_offset";
static char __pyx_k_to_period[] = "to_period";
static char __pyx_k_toordinal[] = "toordinal";
static char __pyx_k_trans_grp[] = "trans_grp";
static char __pyx_k_trans_idx[] = "_trans_idx";
static char __pyx_k_trans_len[] = "trans_len";
static char __pyx_k_tz_values[] = "tz_values";
static char __pyx_k_utc_dates[] = "utc_dates";
static char __pyx_k_utcoffset[] = "utcoffset";
static char __pyx_k_zero_time[] = "_zero_time";
static char __pyx_k_BaseTzInfo[] = "BaseTzInfo";
static char __pyx_k_Components[] = "Components";
static char __pyx_k_IGNORECASE[] = "IGNORECASE";
static char __pyx_k_IndexError[] = "IndexError";
static char __pyx_k_LocaleTime[] = "LocaleTime";
static char __pyx_k_ValueError[] = "ValueError";
static char __pyx_k_Y_m_d_H_00[] = "%Y-%m-%d %H:00";
static char __pyx_k_astimezone[] = "astimezone";
static char __pyx_k_basestring[] = "basestring";
static char __pyx_k_cache_lock[] = "_cache_lock";
static char __pyx_k_calc_am_pm[] = "__calc_am_pm";
static char __pyx_k_calc_month[] = "__calc_month";
static char __pyx_k_compat_NaT[] = "compat_NaT";
static char __pyx_k_components[] = "components";
static char __pyx_k_datetime64[] = "datetime64";
static char __pyx_k_dateutil_2[] = "dateutil";
static char __pyx_k_found_dict[] = "found_dict";
static char __pyx_k_found_zone[] = "found_zone";
static char __pyx_k_freq_group[] = "freq_group";
static char __pyx_k_has_saving[] = "has_saving";
static char __pyx_k_i8_to_pydt[] = "i8_to_pydt";
static char __pyx_k_isleapyear[] = "isleapyear";
static char __pyx_k_month_abbr[] = "month_abbr";
static char __pyx_k_month_name[] = "month_name";
static char __pyx_k_monthrange[] = "monthrange";
static char __pyx_k_namedtuple[] = "namedtuple";
static char __pyx_k_nanosecond[] = "nanosecond";
static char __pyx_k_new_values[] = "new_values";
static char __pyx_k_parse_code[] = "parse_code";
static char __pyx_k_parse_date[] = "parse_date";
static char __pyx_k_pydt_to_i8[] = "pydt_to_i8";
static char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static char __pyx_k_re_compile[] = "re_compile";
static char __pyx_k_resolution[] = "resolution";
static char __pyx_k_startswith[] = "startswith";
static char __pyx_k_switch_idx[] = "switch_idx";
static char __pyx_k_time_tuple[] = "time_tuple";
static char __pyx_k_to_convert[] = "to_convert";
static char __pyx_k_trans_list[] = "_trans_list";
static char __pyx_k_ttinfo_std[] = "_ttinfo_std";
static char __pyx_k_tz_convert[] = "tz_convert";
static char __pyx_k_weekofyear[] = "weekofyear";
static char __pyx_k_02d_03d_03d[] = "%02d.%03d%03d";
static char __pyx_k_FixedOffset[] = "FixedOffset";
static char __pyx_k_P_M_0_5_d_d[] = "(?P<M>[0-5]\\d|\\d)";
static char __pyx_k_P_Y_d_d_d_d[] = "(?P<Y>\\d\\d\\d\\d)";
static char __pyx_k_P_f_0_9_1_6[] = "(?P<f>[0-9]{1,6})";
static char __pyx_k_Timedelta_0[] = "Timedelta('{0}')";
static char __pyx_k_Y_m_d_H_M_S[] = "%Y-%m-%d %H:%M:%S";
static char __pyx_k_array_split[] = "array_split";
static char __pyx_k_collections[] = "collections";
static char __pyx_k_date_string[] = "date_string";
static char __pyx_k_dateutil_tz[] = "dateutil.tz";
static char __pyx_k_day_of_week[] = "day_of_week";
static char __pyx_k_fromordinal[] = "fromordinal";
static char __pyx_k_func_create[] = "func_create";
static char __pyx_k_idx_shifted[] = "idx_shifted";
static char __pyx_k_inferred_tz[] = "inferred_tz";
static char __pyx_k_is_business[] = "is_business";
static char __pyx_k_is_year_end[] = "is_year_end";
static char __pyx_k_isleap_prev[] = "isleap_prev";
static char __pyx_k_locale_time[] = "locale_time";
static char __pyx_k_logical_and[] = "logical_and";
static char __pyx_k_microsecond[] = "microsecond";
static char __pyx_k_millisecond[] = "millisecond";
static char __pyx_k_nanoseconds[] = "nanoseconds";
static char __pyx_k_nat_strings[] = "_nat_strings";
static char __pyx_k_pytz_tzinfo[] = "pytz.tzinfo";
static char __pyx_k_regex_cache[] = "_regex_cache";
static char __pyx_k_regex_chars[] = "regex_chars";
static char __pyx_k_sign_pretty[] = "sign_pretty";
static char __pyx_k_start_month[] = "start_month";
static char __pyx_k_struct_time[] = "struct_time";
static char __pyx_k_timedelta64[] = "timedelta64";
static char __pyx_k_to_datetime[] = "to_datetime";
static char __pyx_k_tot_seconds[] = "tot_seconds";
static char __pyx_k_trans_cache[] = "trans_cache";
static char __pyx_k_trans_idx_2[] = "trans_idx";
static char __pyx_k_tz_localize[] = "tz_localize";
static char __pyx_k_utc_convert[] = "utc_convert";
static char __pyx_k_utcoffset_2[] = "_utcoffset";
static char __pyx_k_LC_date_time[] = "LC_date_time";
static char __pyx_k_RuntimeError[] = "RuntimeError";
static char __pyx_k_TimeRE_cache[] = "_TimeRE_cache";
static char __pyx_k_Timestamp_tz[] = "Timestamp.tz";
static char __pyx_k_apply_offset[] = "apply_offset";
static char __pyx_k_calc_weekday[] = "__calc_weekday";
static char __pyx_k_days_to_week[] = "days_to_week";
static char __pyx_k_dummy_thread[] = "dummy_thread";
static char __pyx_k_ensure_int64[] = "ensure_int64";
static char __pyx_k_format_regex[] = "format_regex";
static char __pyx_k_get_timezone[] = "get_timezone";
static char __pyx_k_is_month_end[] = "is_month_end";
static char __pyx_k_make_invalid[] = "_make_invalid";
static char __pyx_k_microseconds[] = "microseconds";
static char __pyx_k_milliseconds[] = "milliseconds";
static char __pyx_k_month_offset[] = "_month_offset";
static char __pyx_k_nat_unpickle[] = "__nat_unpickle";
static char __pyx_k_object_state[] = "object_state";
static char __pyx_k_out_tzoffset[] = "out_tzoffset";
static char __pyx_k_pandas_algos[] = "pandas.algos";
static char __pyx_k_pandas_tslib[] = "pandas.tslib";
static char __pyx_k_searchsorted[] = "searchsorted";
static char __pyx_k_seen_integer[] = "seen_integer";
static char __pyx_k_sign2_pretty[] = "sign2_pretty";
static char __pyx_k_string_types[] = "string_types";
static char __pyx_k_to_timedelta[] = "to_timedelta";
static char __pyx_k_version_info[] = "version_info";
static char __pyx_k_week_of_year[] = "week_of_year";
static char __pyx_k_NaTType___int[] = "NaTType.__int__";
static char __pyx_k_NaTType___new[] = "NaTType.__new__";
static char __pyx_k_NaTType___str[] = "NaTType.__str__";
static char __pyx_k_OverflowError[] = "OverflowError";
static char __pyx_k_TimeRE___init[] = "TimeRE.__init__";
static char __pyx_k_Timestamp_now[] = "Timestamp.now";
static char __pyx_k_Y_m_d_H_M_S_l[] = "%Y-%m-%d %H:%M:%S.%l";
static char __pyx_k_Y_m_d_H_M_S_n[] = "%Y-%m-%d %H:%M:%S.%n";
static char __pyx_k_Y_m_d_H_M_S_u[] = "%Y-%m-%d %H:%M:%S.%u";
static char __pyx_k_allocate_lock[] = "allocate_lock";
static char __pyx_k_bad_directive[] = "bad_directive";
static char __pyx_k_calc_timezone[] = "__calc_timezone";
static char __pyx_k_datetime_date[] = "datetime_date";
static char __pyx_k_datetime_time[] = "datetime_time";
static char __pyx_k_datetimeindex[] = "datetimeindex";
static char __pyx_k_first_weekday[] = "first_weekday";
static char __pyx_k_is_year_start[] = "is_year_start";
static char __pyx_k_pandas_compat[] = "pandas.compat";
static char __pyx_k_period_format[] = "period_format";
static char __pyx_k_s_s_02d_02d_s[] = "%s%s%02d:%02d:%s";
static char __pyx_k_seen_datetime[] = "seen_datetime";
static char __pyx_k_startingMonth[] = "startingMonth";
static char __pyx_k_timedelta64_0[] = "timedelta64[{0}]";
static char __pyx_k_to_pydatetime[] = "to_pydatetime";
static char __pyx_k_ttinfo_before[] = "_ttinfo_before";
static char __pyx_k_unique_deltas[] = "unique_deltas";
static char __pyx_k_week_0_length[] = "week_0_length";
static char __pyx_k_AttributeError[] = "AttributeError";
static char __pyx_k_CACHE_MAX_SIZE[] = "_CACHE_MAX_SIZE";
static char __pyx_k_NaTType___hash[] = "NaTType.__hash__";
static char __pyx_k_NaTType___long[] = "NaTType.__long__";
static char __pyx_k_NaTType___repr[] = "NaTType.__repr__";
static char __pyx_k_NotImplemented[] = "NotImplemented";
static char __pyx_k_TimeRE_compile[] = "TimeRE.compile";
static char __pyx_k_TimeRE_pattern[] = "TimeRE.pattern";
static char __pyx_k_Timedelta_asm8[] = "Timedelta.asm8";
static char __pyx_k_Timedelta_days[] = "Timedelta.days";
static char __pyx_k_Timedelta_view[] = "Timedelta.view";
static char __pyx_k_Timestamp_asm8[] = "Timestamp.asm8";
static char __pyx_k_Timestamp_freq[] = "Timestamp.freq";
static char __pyx_k_Timestamp_week[] = "Timestamp.week";
static char __pyx_k_Unknown_freq_d[] = "Unknown freq: %d";
static char __pyx_k_array_strptime[] = "array_strptime";
static char __pyx_k_calc_date_time[] = "__calc_date_time";
static char __pyx_k_current_format[] = "current_format";
static char __pyx_k_date_normalize[] = "date_normalize";
static char __pyx_k_dateutil_gettz[] = "_dateutil_gettz";
static char __pyx_k_dateutil_tzutc[] = "_dateutil_tzutc";
static char __pyx_k_dummy_thread_2[] = "_dummy_thread";
static char __pyx_k_get_date_field[] = "get_date_field";
static char __pyx_k_is_month_start[] = "is_month_start";
static char __pyx_k_is_quarter_end[] = "is_quarter_end";
static char __pyx_k_p_tz_cache_key[] = "_p_tz_cache_key";
static char __pyx_k_period_ordinal[] = "period_ordinal";
static char __pyx_k_seconds_pretty[] = "seconds_pretty";
static char __pyx_k_timedelta64_ns[] = "timedelta64[ns]";
static char __pyx_k_timedeltaindex[] = "timedeltaindex";
static char __pyx_k_to_julian_date[] = "to_julian_date";
static char __pyx_k_to_pytimedelta[] = "to_pytimedelta";
static char __pyx_k_02d_03d_03d_03d[] = "%02d.%03d%03d%03d";
static char __pyx_k_LocaleTime__pad[] = "_LocaleTime__pad";
static char __pyx_k_NaTType_weekday[] = "NaTType.weekday";
static char __pyx_k_TimeRE__seqToRE[] = "_TimeRE__seqToRE";
static char __pyx_k_Timedelta___add[] = "Timedelta.__add__";
static char __pyx_k_Timedelta___mul[] = "Timedelta.__mul__";
static char __pyx_k_Timedelta___new[] = "Timedelta.__new__";
static char __pyx_k_Timedelta___str[] = "Timedelta.__str__";
static char __pyx_k_Timedelta___sub[] = "Timedelta.__sub__";
static char __pyx_k_Timedelta_delta[] = "Timedelta.delta";
static char __pyx_k_Timedelta_hours[] = "Timedelta.hours";
static char __pyx_k_Timedelta_round[] = "Timedelta.round";
static char __pyx_k_Timestamp___new[] = "Timestamp.__new__";
static char __pyx_k_Timestamp_today[] = "Timestamp.today";
static char __pyx_k_datetime_result[] = "datetime_result";
static char __pyx_k_dateutil_tzfile[] = "_dateutil_tzfile";
static char __pyx_k_directive_index[] = "directive_index";
static char __pyx_k_get_time_micros[] = "get_time_micros";
static char __pyx_k_op_unary_method[] = "_op_unary_method";
static char __pyx_k_pytz_BaseTzInfo[] = "_pytz_BaseTzInfo";
static char __pyx_k_s_is_wrong_freq[] = "%s is wrong freq";
static char __pyx_k_transition_info[] = "_transition_info";
static char __pyx_k_week_starts_Mon[] = "week_starts_Mon";
static char __pyx_k_LocaleTime___pad[] = "LocaleTime.__pad";
static char __pyx_k_NaTType___reduce[] = "NaTType.__reduce__";
static char __pyx_k_TimeRE___seqToRE[] = "TimeRE.__seqToRE";
static char __pyx_k_Timedelta___repr[] = "Timedelta.__repr__";
static char __pyx_k_Timedelta_lambda[] = "Timedelta.<lambda>";
static char __pyx_k_Timestamp___repr[] = "Timestamp.__repr__";
static char __pyx_k_Timestamp_utcnow[] = "Timestamp.utcnow";
static char __pyx_k_d_2d_2d_2d_2d_2d[] = "%d-%.2d-%.2d %.2d:%.2d:%.2d";
static char __pyx_k_dates_normalized[] = "dates_normalized";
static char __pyx_k_dateutil_tzlocal[] = "_dateutil_tzlocal";
static char __pyx_k_extract_ordinals[] = "extract_ordinals";
static char __pyx_k_get_period_field[] = "get_period_field";
static char __pyx_k_is_quarter_start[] = "is_quarter_start";
static char __pyx_k_parse_code_table[] = "_parse_code_table";
static char __pyx_k_processed_format[] = "processed_format";
static char __pyx_k_utc_offset_cache[] = "utc_offset_cache";
static char __pyx_k_LocaleTime___init[] = "LocaleTime.__init__";
static char __pyx_k_NaTType_toordinal[] = "NaTType.toordinal";
static char __pyx_k_P_H_2_0_3_0_1_d_d[] = "(?P<H>2[0-3]|[0-1]\\d|\\d)";
static char __pyx_k_P_S_6_0_1_0_5_d_d[] = "(?P<S>6[0-1]|[0-5]\\d|\\d)";
static char __pyx_k_P_U_5_0_3_0_4_d_d[] = "(?P<U>5[0-3]|[0-4]\\d|\\d)";
static char __pyx_k_Timedelta_minutes[] = "Timedelta.minutes";
static char __pyx_k_Timedelta_seconds[] = "Timedelta.seconds";
static char __pyx_k_Timestamp_freqstr[] = "Timestamp.freqstr";
static char __pyx_k_Timestamp_quarter[] = "Timestamp.quarter";
static char __pyx_k_Timestamp_replace[] = "Timestamp.replace";
static char __pyx_k_Unable_to_parse_s[] = "Unable to parse %s";
static char __pyx_k_array_to_datetime[] = "array_to_datetime";
static char __pyx_k_ensure_components[] = "_ensure_components";
static char __pyx_k_period_asfreq_arr[] = "period_asfreq_arr";
static char __pyx_k_replacement_pairs[] = "replacement_pairs";
static char __pyx_k_stray_in_format_s[] = "stray %% in format '%s'";
static char __pyx_k_tz_convert_single[] = "tz_convert_single";
static char __pyx_k_AmbiguousTimeError[] = "AmbiguousTimeError";
static char __pyx_k_Timedelta___reduce[] = "Timedelta.__reduce__";
static char __pyx_k_Timestamp___reduce[] = "Timestamp.__reduce__";
static char __pyx_k_build_field_sarray[] = "build_field_sarray";
static char __pyx_k_cannot_cast_unit_0[] = "cannot cast unit {0}";
static char __pyx_k_has_time_component[] = "_has_time_component";
static char __pyx_k_ints_to_pydatetime[] = "ints_to_pydatetime";
static char __pyx_k_invalid_resolution[] = "invalid resolution";
static char __pyx_k_is_timestamp_array[] = "is_timestamp_array";
static char __pyx_k_tz_localize_to_utc[] = "tz_localize_to_utc";
static char __pyx_k_week_of_year_start[] = "week_of_year_start";
static char __pyx_k_OutOfBoundsDatetime[] = "OutOfBoundsDatetime";
static char __pyx_k_P_I_1_0_2_0_1_9_1_9[] = "(?P<I>1[0-2]|0[1-9]|[1-9])";
static char __pyx_k_P_m_1_0_2_0_1_9_1_9[] = "(?P<m>1[0-2]|0[1-9]|[1-9])";
static char __pyx_k_Timedelta___truediv[] = "Timedelta.__truediv__";
static char __pyx_k_Timestamp_dayofweek[] = "Timestamp.dayofweek";
static char __pyx_k_Timestamp_dayofyear[] = "Timestamp.dayofyear";
static char __pyx_k_Timestamp_isoformat[] = "Timestamp.isoformat";
static char __pyx_k_Timestamp_to_period[] = "Timestamp.to_period";
static char __pyx_k_Unrecognized_type_s[] = "Unrecognized type: %s";
static char __pyx_k_cast_to_nanoseconds[] = "cast_to_nanoseconds";
static char __pyx_k_get_start_end_field[] = "_get_start_end_field";
static char __pyx_k_index_out_of_bounds[] = "index out of bounds";
static char __pyx_k_ints_to_pytimedelta[] = "ints_to_pytimedelta";
static char __pyx_k_localize_pydatetime[] = "_localize_pydatetime";
static char __pyx_k_validate_ops_compat[] = "_validate_ops_compat";
static char __pyx_k_NonExistentTimeError[] = "NonExistentTimeError";
static char __pyx_k_Timedelta___setstate[] = "Timedelta.__setstate__";
static char __pyx_k_Timedelta__repr_base[] = "Timedelta._repr_base";
static char __pyx_k_Timedelta_components[] = "Timedelta.components";
static char __pyx_k_Timedelta_resolution[] = "Timedelta.resolution";
static char __pyx_k_Timestamp___setstate[] = "Timestamp.__setstate__";
static char __pyx_k_Timestamp__date_repr[] = "Timestamp._date_repr";
static char __pyx_k_Timestamp__repr_base[] = "Timestamp._repr_base";
static char __pyx_k_Timestamp__time_repr[] = "Timestamp._time_repr";
static char __pyx_k_Timestamp_tz_convert[] = "Timestamp.tz_convert";
static char __pyx_k_array_to_timedelta64[] = "array_to_timedelta64";
static char __pyx_k_convert_to_timedelta[] = "convert_to_timedelta";
static char __pyx_k_delta_to_nanoseconds[] = "_delta_to_nanoseconds";
static char __pyx_k_dt64arr_to_periodarr[] = "dt64arr_to_periodarr";
static char __pyx_k_get_period_field_arr[] = "get_period_field_arr";
static char __pyx_k_not_datelike_strings[] = "_not_datelike_strings";
static char __pyx_k_periodarr_to_dt64arr[] = "periodarr_to_dt64arr";
static char __pyx_k_s_d_days_s_02d_02d_s[] = "%s%d days%s%02d:%02d:%s";
static char __pyx_k_thread_allocate_lock[] = "_thread_allocate_lock";
static char __pyx_k_utc_transition_times[] = "_utc_transition_times";
static char __pyx_k_Field_s_not_supported[] = "Field %s not supported";
static char __pyx_k_Timedelta_nanoseconds[] = "Timedelta.nanoseconds";
static char __pyx_k_Timestamp_fromordinal[] = "Timestamp.fromordinal";
static char __pyx_k_Timestamp_is_year_end[] = "Timestamp.is_year_end";
static char __pyx_k_Timestamp_microsecond[] = "Timestamp.microsecond";
static char __pyx_k_Timestamp_tz_localize[] = "Timestamp.tz_localize";
static char __pyx_k_get_start_end_field_2[] = "get_start_end_field";
static char __pyx_k_pandas_tseries_period[] = "pandas.tseries.period";
static char __pyx_k_parse_datetime_string[] = "parse_datetime_string";
static char __pyx_k_LocaleTime__calc_am_pm[] = "_LocaleTime__calc_am_pm";
static char __pyx_k_LocaleTime__calc_month[] = "_LocaleTime__calc_month";
static char __pyx_k_Timedelta_microseconds[] = "Timedelta.microseconds";
static char __pyx_k_Timedelta_milliseconds[] = "Timedelta.milliseconds";
static char __pyx_k_Timestamp_is_month_end[] = "Timestamp.is_month_end";
static char __pyx_k_datetime_to_datetime64[] = "datetime_to_datetime64";
static char __pyx_k_whitespace_replacement[] = "whitespace_replacement";
static char __pyx_k_LocaleTime___calc_am_pm[] = "LocaleTime.__calc_am_pm";
static char __pyx_k_LocaleTime___calc_month[] = "LocaleTime.__calc_month";
static char __pyx_k_Timedelta__make_invalid[] = "Timedelta._make_invalid";
static char __pyx_k_Timestamp_is_year_start[] = "Timestamp.is_year_start";
static char __pyx_k_Timestamp_to_pydatetime[] = "Timestamp.to_pydatetime";
static char __pyx_k_calc_julian_from_U_or_W[] = "_calc_julian_from_U_or_W";
static char __pyx_k_LocaleTime__calc_weekday[] = "_LocaleTime__calc_weekday";
static char __pyx_k_Timestamp_is_month_start[] = "Timestamp.is_month_start";
static char __pyx_k_Timestamp_is_quarter_end[] = "Timestamp.is_quarter_end";
static char __pyx_k_Timestamp_to_julian_date[] = "Timestamp.to_julian_date";
static char __pyx_k_LocaleTime___calc_weekday[] = "LocaleTime.__calc_weekday";
static char __pyx_k_LocaleTime__calc_timezone[] = "_LocaleTime__calc_timezone";
static char __pyx_k_Timestamp_stamp_tz_offset[] = "Timestamp('{stamp}'{tz}{offset})";
static char __pyx_k_Unrecognized_value_type_s[] = "Unrecognized value type: %s";
static char __pyx_k_Could_not_find_pytz_module[] = "Could not find pytz module";
static char __pyx_k_LocaleTime___calc_timezone[] = "LocaleTime.__calc_timezone";
static char __pyx_k_LocaleTime__calc_date_time[] = "_LocaleTime__calc_date_time";
static char __pyx_k_Timedelta__op_unary_method[] = "Timedelta._op_unary_method";
static char __pyx_k_Timestamp_is_quarter_start[] = "Timestamp.is_quarter_start";
static char __pyx_k_Unrecognized_period_code_d[] = "Unrecognized period code: %d";
static char __pyx_k_pandas_tseries_frequencies[] = "pandas.tseries.frequencies";
static char __pyx_k_unconverted_data_remains_s[] = "unconverted data remains: %s";
static char __pyx_k_Frequency_conversion_failed[] = "Frequency conversion failed";
static char __pyx_k_LocaleTime___calc_date_time[] = "LocaleTime.__calc_date_time";
static char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
static char __pyx_k_P_d_3_0_1_1_2_d_0_1_9_1_9_1_9[] = "(?P<d>3[0-1]|[1-2]\\d|0[1-9]|[1-9]| [1-9])";
static char __pyx_k_Timestamp__has_time_component[] = "Timestamp._has_time_component";
static char __pyx_k_cannot_perform_opstr_with_typ[] = "cannot perform {opstr} with {typ}";
static char __pyx_k_P_j_36_0_6_3_0_5_d_1_2_d_d_0_1[] = "(?P<j>36[0-6]|3[0-5]\\d|[1-2]\\d\\d|0[1-9]\\d|00[1-9]|[1-9]\\d|0[1-9]|[1-9])";
static char __pyx_k_TimeRE___init___locals_genexpr[] = "TimeRE.__init__.<locals>.genexpr";
static char __pyx_k_Timedelta__make_invalid_locals[] = "Timedelta._make_invalid.<locals>._invalid";
static char __pyx_k_Timedelta__validate_ops_compat[] = "Timedelta._validate_ops_compat";
static char __pyx_k_Unable_to_get_quarter_and_year[] = "Unable to get quarter and year";
static char __pyx_k_does_string_look_like_datetime[] = "_does_string_look_like_datetime";
static char __pyx_k_s_is_a_bad_directive_in_format[] = "'%s' is a bad directive in format '%s'";
static char __pyx_k_Cannot_compare_type_r_with_type[] = "Cannot compare type %r with type %r";
static char __pyx_k_N_ot_A_T_ime_the_time_equivalen[] = "(N)ot-(A)-(T)ime, the time equivalent of NaN";
static char __pyx_k_Represents_a_duration_the_diffe[] = "\n    Represents a duration, the difference between two dates or times.\n\n    Timedelta is the pandas equivalent of python's ``datetime.timedelta``\n    and is interchangable with it in most cases.\n\n    Parameters\n    ----------\n    value : Timedelta, timedelta, np.timedelta64, string, or integer\n    unit : string, [D,h,m,s,ms,us,ns]\n        Denote the unit of the input, if input is an integer. Default 'ns'.\n    days, seconds, microseconds, milliseconds, minutes, hours, weeks : numeric, optional\n        Values for construction in compat with datetime.timedelta.\n\n    Notes\n    -----\n    The ``.value`` attribute is always in ns.\n\n    ";
static char __pyx_k_TimeRE___seqToRE_locals_genexpr[] = "TimeRE.__seqToRE.<locals>.genexpr";
static char __pyx_k_Users_jreback_pandas_pandas_tsl[] = "/Users/jreback/pandas/pandas/tslib.pyx";
static char __pyx_k_bad_month_number_0_must_be_1_12[] = "bad month number 0; must be 1-12";
static char __pyx_k_mixed_datetimes_and_integers_in[] = "mixed datetimes and integers in passed array";
static char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
static char __pyx_k_Array_must_be_all_same_time_zone[] = "Array must be all same time zone";
static char __pyx_k_Bad_tz_filename_Dateutil_on_pyth[] = "Bad tz filename. Dateutil on python 3 on windows has a bug which causes tzfile._filename to be the same for all timezone files. Please construct dateutil timezones implicitly by passing a string like \"dateutil/Europe/London\" when you construct your pandas objects instead of passing a timezone object. See https://github.com/pydata/pandas/pull/7362";
static char __pyx_k_Cannot_add_integral_value_to_Tim[] = "Cannot add integral value to Timestamp without offset.";
static char __pyx_k_Cannot_compare_tz_naive_and_tz_a[] = "Cannot compare tz-naive and tz-aware timestamps";
static char __pyx_k_Cannot_convert_Period_to_Timesta[] = "Cannot convert Period to Timestamp unambiguously. Use to_timestamp";
static char __pyx_k_Cannot_convert_tz_naive_Timestam[] = "Cannot convert tz-naive Timestamp, use tz_localize to localize";
static char __pyx_k_Cannot_infer_dst_time_from_r_try[] = "Cannot infer dst time from %r, try using the 'ambiguous' argument";
static char __pyx_k_Cannot_infer_dst_time_from_s_ast[] = "Cannot infer dst time from %s asthere are no repeated times";
static char __pyx_k_Cannot_infer_offset_with_only_on[] = "Cannot infer offset with only one time.";
static char __pyx_k_Cannot_localize_tz_aware_Timesta[] = "Cannot localize tz-aware Timestamp, use tz_convert for conversions";
static char __pyx_k_Cannot_mix_tz_aware_with_tz_naiv[] = "Cannot mix tz-aware with tz-naive values";
static char __pyx_k_Custom_business_days_is_not_supp[] = "Custom business days is not supported by %s";
static char __pyx_k_First_time_before_start_of_DST_i[] = "First time before start of DST info";
static char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd";
static char __pyx_k_Given_date_string_not_likely_a_d[] = "Given date string not likely a datetime.";
static char __pyx_k_Handle_conversion_from_format_di[] = "Handle conversion from format directives to regexes.";
static char __pyx_k_Invalid_type_for_timedelta_scala[] = "Invalid type for timedelta scalar: %s";
static char __pyx_k_Length_of_ambiguous_bool_array_m[] = "Length of ambiguous bool-array must be the same size as vals";
static char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
static char __pyx_k_NumPy_1_6_1_business_freq_not_su[] = "NumPy 1.6.1 business freq not supported";
static char __pyx_k_Out_of_bounds_nanosecond_timesta[] = "Out of bounds nanosecond timestamp: %s";
static char __pyx_k_Stores_and_handles_locale_specif[] = "Stores and handles locale-specific information related to time.\n\n    ATTRIBUTES:\n        f_weekday -- full weekday names (7-item list)\n        a_weekday -- abbreviated weekday names (7-item list)\n        f_month -- full month names (13-item list; dummy value in [0], which\n                    is added by code)\n        a_month -- abbreviated month names (13-item list, dummy value in\n                    [0], which is added by code)\n        am_pm -- AM/PM representation (2-item list)\n        LC_date_time -- format string for date/time representation (string)\n        LC_date -- format string for date representation (string)\n        LC_time -- format string for time representation (string)\n        timezone -- daylight- and non-daylight-savings timezone representation\n                    (2-item list of sets)\n        lang -- Language used by instance (2-item tuple)\n    ";
static char __pyx_k_There_are_i_dst_switches_when_th[] = "There are %i dst switches when there should only be 1.";
static char __pyx_k_TimeStamp_is_the_pandas_equivale[] = "TimeStamp is the pandas equivalent of python's Datetime\n    and is interchangable with it in most cases. It's the type used\n    for the entries that make up a DatetimeIndex, and other timeseries\n    oriented data structures in pandas.\n    ";
static char __pyx_k_Timedelta__op_unary_method_local[] = "Timedelta._op_unary_method.<locals>.f";
static char __pyx_k_Tz_aware_datetime_datetime_canno[] = "Tz-aware datetime.datetime cannot be converted to datetime64 unless utc=True";
static char __pyx_k_Unable_to_convert_to_desired_fre[] = "Unable to convert to desired frequency.";
static char __pyx_k_Value_must_be_Timedelta_string_i[] = "Value must be Timedelta, string, integer, float, timedelta or convertible";
static char __pyx_k_Warning_discarding_nonzero_nanos[] = "Warning: discarding nonzero nanoseconds";
static char __pyx_k_cannot_construct_a_TimeDelta_fro[] = "cannot construct a TimeDelta from the passed arguments, allowed keywords are [days, seconds, microseconds, milliseconds, minutes, hours, weeks]";
static char __pyx_k_cannot_construct_a_TimeDelta_wit[] = "cannot construct a TimeDelta without a value/unit or descriptive keywords (days,seconds....)";
static char __pyx_k_cannot_multiply_a_Timedelta_with[] = "cannot multiply a Timedelta with {typ}";
static char __pyx_k_cannot_operate_add_a_Timedelta_w[] = "cannot operate add a Timedelta with op {op} for {typ}";
static char __pyx_k_locale_changed_during_initializa[] = "locale changed during initialization";
static char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
static char __pyx_k_time_data_r_does_not_match_forma[] = "time data %r does not match format %r";
static char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
static PyObject *__pyx_kp_s_0;
static PyObject *__pyx_kp_s_00;
static PyObject *__pyx_kp_s_02d;
static PyObject *__pyx_kp_s_02d_03d_03d;
static PyObject *__pyx_kp_s_02d_03d_03d_03d;
static PyObject *__pyx_kp_s_03;
static PyObject *__pyx_kp_s_03d;
static PyObject *__pyx_kp_s_06d;
static PyObject *__pyx_kp_s_09d;
static PyObject *__pyx_kp_s_1;
static PyObject *__pyx_kp_s_10;
static PyObject *__pyx_kp_s_11;
static PyObject *__pyx_kp_s_17;
static PyObject *__pyx_kp_s_1999;
static PyObject *__pyx_kp_s_2;
static PyObject *__pyx_kp_s_22;
static PyObject *__pyx_kp_s_2d;
static PyObject *__pyx_kp_s_2d_2d_2d;
static PyObject *__pyx_kp_s_3;
static PyObject *__pyx_kp_s_3d;
static PyObject *__pyx_kp_s_44;
static PyObject *__pyx_kp_s_55;
static PyObject *__pyx_kp_s_6d;
static PyObject *__pyx_kp_s_76;
static PyObject *__pyx_kp_s_99;
static PyObject *__pyx_kp_s_9d;
static PyObject *__pyx_n_s_A;
static PyObject *__pyx_kp_b_AB;
static PyObject *__pyx_kp_s_AB;
static PyObject *__pyx_n_s_AS;
static PyObject *__pyx_kp_s_A_2;
static PyObject *__pyx_n_s_AmbiguousTimeError;
static PyObject *__pyx_kp_s_Array_must_be_all_same_time_zone;
static PyObject *__pyx_n_s_AttributeError;
static PyObject *__pyx_n_s_B;
static PyObject *__pyx_kp_s_B_2;
static PyObject *__pyx_kp_s_Bad_tz_filename_Dateutil_on_pyth;
static PyObject *__pyx_n_s_BaseTzInfo;
static PyObject *__pyx_n_s_C;
static PyObject *__pyx_n_s_CACHE_MAX_SIZE;
static PyObject *__pyx_kp_b_CD;
static PyObject *__pyx_kp_s_CD;
static PyObject *__pyx_kp_s_Cannot_add_integral_value_to_Tim;
static PyObject *__pyx_kp_s_Cannot_compare_type_r_with_type;
static PyObject *__pyx_kp_s_Cannot_compare_tz_naive_and_tz_a;
static PyObject *__pyx_kp_s_Cannot_convert_Period_to_Timesta;
static PyObject *__pyx_kp_s_Cannot_convert_tz_naive_Timestam;
static PyObject *__pyx_kp_s_Cannot_infer_dst_time_from_r_try;
static PyObject *__pyx_kp_s_Cannot_infer_dst_time_from_s_ast;
static PyObject *__pyx_kp_s_Cannot_infer_offset_with_only_on;
static PyObject *__pyx_kp_s_Cannot_localize_tz_aware_Timesta;
static PyObject *__pyx_kp_s_Cannot_mix_tz_aware_with_tz_naiv;
static PyObject *__pyx_n_s_Components;
static PyObject *__pyx_kp_s_Could_not_find_pytz_module;
static PyObject *__pyx_kp_s_Custom_business_days_is_not_supp;
static PyObject *__pyx_n_s_D;
static PyObject *__pyx_n_s_D_RESO;
static PyObject *__pyx_kp_b_EF;
static PyObject *__pyx_kp_s_EF;
static PyObject *__pyx_n_s_Exception;
static PyObject *__pyx_kp_b_F;
static PyObject *__pyx_kp_b_FQ_q;
static PyObject *__pyx_kp_s_Field_s_not_supported;
static PyObject *__pyx_kp_s_First_time_before_start_of_DST_i;
static PyObject *__pyx_n_s_FixedOffset;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
static PyObject *__pyx_kp_s_Frequency_conversion_failed;
static PyObject *__pyx_kp_b_GH;
static PyObject *__pyx_kp_s_GH;
static PyObject *__pyx_kp_s_Given_date_string_not_likely_a_d;
static PyObject *__pyx_n_s_H;
static PyObject *__pyx_kp_s_H_2;
static PyObject *__pyx_n_s_H_RESO;
static PyObject *__pyx_kp_s_Handle_conversion_from_format_di;
static PyObject *__pyx_n_s_I;
static PyObject *__pyx_n_s_IGNORECASE;
static PyObject *__pyx_kp_b_IJ;
static PyObject *__pyx_kp_s_IJ;
static PyObject *__pyx_kp_s_I_2;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Invalid_type_for_timedelta_scala;
static PyObject *__pyx_kp_b_KL;
static PyObject *__pyx_kp_s_KL;
static PyObject *__pyx_n_s_KeyError;
static PyObject *__pyx_n_s_LC_TIME;
static PyObject *__pyx_n_s_LC_date;
static PyObject *__pyx_n_s_LC_date_time;
static PyObject *__pyx_n_s_LC_time;
static PyObject *__pyx_kp_s_Length_of_ambiguous_bool_array_m;
static PyObject *__pyx_n_s_LocaleTime;
static PyObject *__pyx_n_s_LocaleTime___calc_am_pm;
static PyObject *__pyx_n_s_LocaleTime___calc_date_time;
static PyObject *__pyx_n_s_LocaleTime___calc_month;
static PyObject *__pyx_n_s_LocaleTime___calc_timezone;
static PyObject *__pyx_n_s_LocaleTime___calc_weekday;
static PyObject *__pyx_n_s_LocaleTime___init;
static PyObject *__pyx_n_s_LocaleTime___pad;
static PyObject *__pyx_n_s_LocaleTime__calc_am_pm;
static PyObject *__pyx_n_s_LocaleTime__calc_date_time;
static PyObject *__pyx_n_s_LocaleTime__calc_month;
static PyObject *__pyx_n_s_LocaleTime__calc_timezone;
static PyObject *__pyx_n_s_LocaleTime__calc_weekday;
static PyObject *__pyx_n_s_LocaleTime__pad;
static PyObject *__pyx_n_s_M;
static PyObject *__pyx_kp_s_M8_ns;
static PyObject *__pyx_kp_s_M8_s;
static PyObject *__pyx_n_s_MS;
static PyObject *__pyx_n_s_MS_RESO;
static PyObject *__pyx_kp_s_M_2;
static PyObject *__pyx_n_s_NAN;
static PyObject *__pyx_n_s_NAT;
static PyObject *__pyx_kp_s_N_ot_A_T_ime_the_time_equivalen;
static PyObject *__pyx_n_s_NaN;
static PyObject *__pyx_n_s_NaT;
static PyObject *__pyx_n_s_NaTType;
static PyObject *__pyx_n_s_NaTType___hash;
static PyObject *__pyx_n_s_NaTType___int;
static PyObject *__pyx_n_s_NaTType___long;
static PyObject *__pyx_n_s_NaTType___new;
static PyObject *__pyx_n_s_NaTType___reduce;
static PyObject *__pyx_n_s_NaTType___repr;
static PyObject *__pyx_n_s_NaTType___str;
static PyObject *__pyx_n_s_NaTType_toordinal;
static PyObject *__pyx_n_s_NaTType_weekday;
static PyObject *__pyx_n_s_NameError;
static PyObject *__pyx_n_s_NonExistentTimeError;
static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
static PyObject *__pyx_n_s_NotImplemented;
static PyObject *__pyx_kp_s_NumPy_1_6_1_business_freq_not_su;
static PyObject *__pyx_n_s_OutOfBoundsDatetime;
static PyObject *__pyx_kp_s_Out_of_bounds_nanosecond_timesta;
static PyObject *__pyx_n_s_OverflowError;
static PyObject *__pyx_n_s_P;
static PyObject *__pyx_n_s_PY3;
static PyObject *__pyx_kp_s_P_H_2_0_3_0_1_d_d;
static PyObject *__pyx_kp_s_P_I_1_0_2_0_1_9_1_9;
static PyObject *__pyx_kp_s_P_M_0_5_d_d;
static PyObject *__pyx_kp_s_P_S_6_0_1_0_5_d_d;
static PyObject *__pyx_kp_s_P_U_5_0_3_0_4_d_d;
static PyObject *__pyx_kp_s_P_Y_d_d_d_d;
static PyObject *__pyx_kp_s_P_d_3_0_1_1_2_d_0_1_9_1_9_1_9;
static PyObject *__pyx_kp_s_P_f_0_9_1_6;
static PyObject *__pyx_kp_s_P_j_36_0_6_3_0_5_d_1_2_d_d_0_1;
static PyObject *__pyx_kp_s_P_m_1_0_2_0_1_9_1_9;
static PyObject *__pyx_kp_s_P_s_s;
static PyObject *__pyx_kp_s_P_w_0_6;
static PyObject *__pyx_kp_s_P_y_d_d;
static PyObject *__pyx_n_s_Period;
static PyObject *__pyx_n_s_QS;
static PyObject *__pyx_kp_s_Represents_a_duration_the_diffe;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_n_s_S;
static PyObject *__pyx_kp_s_S_2;
static PyObject *__pyx_n_s_S_RESO;
static PyObject *__pyx_kp_s_Stores_and_handles_locale_specif;
static PyObject *__pyx_n_s_T;
static PyObject *__pyx_n_s_T_RESO;
static PyObject *__pyx_kp_s_There_are_i_dst_switches_when_th;
static PyObject *__pyx_n_s_TimeRE;
static PyObject *__pyx_n_s_TimeRE___init;
static PyObject *__pyx_n_s_TimeRE___init___locals_genexpr;
static PyObject *__pyx_n_s_TimeRE___seqToRE;
static PyObject *__pyx_n_s_TimeRE___seqToRE_locals_genexpr;
static PyObject *__pyx_n_s_TimeRE__seqToRE;
static PyObject *__pyx_n_s_TimeRE_cache;
static PyObject *__pyx_n_s_TimeRE_compile;
static PyObject *__pyx_n_s_TimeRE_pattern;
static PyObject *__pyx_kp_s_TimeStamp_is_the_pandas_equivale;
static PyObject *__pyx_n_s_Timedelta;
static PyObject *__pyx_kp_s_Timedelta_0;
static PyObject *__pyx_n_s_Timedelta___add;
static PyObject *__pyx_n_s_Timedelta___mul;
static PyObject *__pyx_n_s_Timedelta___new;
static PyObject *__pyx_n_s_Timedelta___reduce;
static PyObject *__pyx_n_s_Timedelta___repr;
static PyObject *__pyx_n_s_Timedelta___setstate;
static PyObject *__pyx_n_s_Timedelta___str;
static PyObject *__pyx_n_s_Timedelta___sub;
static PyObject *__pyx_n_s_Timedelta___truediv;
static PyObject *__pyx_n_s_Timedelta__make_invalid;
static PyObject *__pyx_n_s_Timedelta__make_invalid_locals;
static PyObject *__pyx_n_s_Timedelta__op_unary_method;
static PyObject *__pyx_n_s_Timedelta__op_unary_method_local;
static PyObject *__pyx_n_s_Timedelta__repr_base;
static PyObject *__pyx_n_s_Timedelta__validate_ops_compat;
static PyObject *__pyx_n_s_Timedelta_asm8;
static PyObject *__pyx_n_s_Timedelta_components;
static PyObject *__pyx_n_s_Timedelta_days;
static PyObject *__pyx_n_s_Timedelta_delta;
static PyObject *__pyx_n_s_Timedelta_hours;
static PyObject *__pyx_n_s_Timedelta_lambda;
static PyObject *__pyx_n_s_Timedelta_microseconds;
static PyObject *__pyx_n_s_Timedelta_milliseconds;
static PyObject *__pyx_n_s_Timedelta_minutes;
static PyObject *__pyx_n_s_Timedelta_nanoseconds;
static PyObject *__pyx_n_s_Timedelta_resolution;
static PyObject *__pyx_n_s_Timedelta_round;
static PyObject *__pyx_n_s_Timedelta_seconds;
static PyObject *__pyx_n_s_Timedelta_view;
static PyObject *__pyx_n_s_Timestamp;
static PyObject *__pyx_n_s_Timestamp___new;
static PyObject *__pyx_n_s_Timestamp___reduce;
static PyObject *__pyx_n_s_Timestamp___repr;
static PyObject *__pyx_n_s_Timestamp___setstate;
static PyObject *__pyx_n_s_Timestamp__date_repr;
static PyObject *__pyx_n_s_Timestamp__has_time_component;
static PyObject *__pyx_n_s_Timestamp__repr_base;
static PyObject *__pyx_n_s_Timestamp__time_repr;
static PyObject *__pyx_n_s_Timestamp_asm8;
static PyObject *__pyx_n_s_Timestamp_dayofweek;
static PyObject *__pyx_n_s_Timestamp_dayofyear;
static PyObject *__pyx_n_s_Timestamp_freq;
static PyObject *__pyx_n_s_Timestamp_freqstr;
static PyObject *__pyx_n_s_Timestamp_fromordinal;
static PyObject *__pyx_n_s_Timestamp_is_month_end;
static PyObject *__pyx_n_s_Timestamp_is_month_start;
static PyObject *__pyx_n_s_Timestamp_is_quarter_end;
static PyObject *__pyx_n_s_Timestamp_is_quarter_start;
static PyObject *__pyx_n_s_Timestamp_is_year_end;
static PyObject *__pyx_n_s_Timestamp_is_year_start;
static PyObject *__pyx_n_s_Timestamp_isoformat;
static PyObject *__pyx_n_s_Timestamp_microsecond;
static PyObject *__pyx_n_s_Timestamp_now;
static PyObject *__pyx_n_s_Timestamp_quarter;
static PyObject *__pyx_n_s_Timestamp_replace;
static PyObject *__pyx_kp_s_Timestamp_stamp_tz_offset;
static PyObject *__pyx_n_s_Timestamp_to_julian_date;
static PyObject *__pyx_n_s_Timestamp_to_period;
static PyObject *__pyx_n_s_Timestamp_to_pydatetime;
static PyObject *__pyx_n_s_Timestamp_today;
static PyObject *__pyx_n_s_Timestamp_tz;
static PyObject *__pyx_n_s_Timestamp_tz_convert;
static PyObject *__pyx_n_s_Timestamp_tz_localize;
static PyObject *__pyx_n_s_Timestamp_utcnow;
static PyObject *__pyx_n_s_Timestamp_week;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Tz_aware_datetime_datetime_canno;
static PyObject *__pyx_n_s_U;
static PyObject *__pyx_n_s_US_RESO;
static PyObject *__pyx_n_s_UTC;
static PyObject *__pyx_kp_s_U_2;
static PyObject *__pyx_n_s_U_W;
static PyObject *__pyx_kp_s_Unable_to_convert_to_desired_fre;
static PyObject *__pyx_kp_s_Unable_to_get_quarter_and_year;
static PyObject *__pyx_kp_s_Unable_to_parse_s;
static PyObject *__pyx_kp_s_Unknown_freq_d;
static PyObject *__pyx_kp_s_Unrecognized_period_code_d;
static PyObject *__pyx_kp_s_Unrecognized_type_s;
static PyObject *__pyx_kp_s_Unrecognized_value_type_s;
static PyObject *__pyx_kp_s_Users_jreback_pandas_pandas_tsl;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_s_Value_must_be_Timedelta_string_i;
static PyObject *__pyx_n_s_W;
static PyObject *__pyx_kp_s_W_2;
static PyObject *__pyx_kp_s_Warning_discarding_nonzero_nanos;
static PyObject *__pyx_kp_s_X;
static PyObject *__pyx_n_s_X_2;
static PyObject *__pyx_n_s_Y;
static PyObject *__pyx_kp_b_Y_2;
static PyObject *__pyx_kp_s_Y_2;
static PyObject *__pyx_kp_b_Y_m;
static PyObject *__pyx_kp_b_Y_m_d;
static PyObject *__pyx_kp_b_Y_m_d_H_00;
static PyObject *__pyx_kp_b_Y_m_d_H_M;
static PyObject *__pyx_kp_b_Y_m_d_H_M_S;
static PyObject *__pyx_kp_b_Y_m_d_H_M_S_l;
static PyObject *__pyx_kp_b_Y_m_d_H_M_S_n;
static PyObject *__pyx_kp_b_Y_m_d_H_M_S_u;
static PyObject *__pyx_kp_s_Z;
static PyObject *__pyx_n_s_Z_2;
static PyObject *__pyx_kp_s_Z_3;
static PyObject *__pyx_kp_s_Z_tz_s;
static PyObject *__pyx_kp_s__107;
static PyObject *__pyx_kp_s__130;
static PyObject *__pyx_kp_s__131;
static PyObject *__pyx_n_s__341;
static PyObject *__pyx_kp_s__5;
static PyObject *__pyx_kp_s__56;
static PyObject *__pyx_kp_s__57;
static PyObject *__pyx_kp_s__58;
static PyObject *__pyx_kp_s__68;
static PyObject *__pyx_kp_s__69;
static PyObject *__pyx_n_s_a;
static PyObject *__pyx_kp_s_a_2;
static PyObject *__pyx_n_s_a_idx;
static PyObject *__pyx_n_s_a_month;
static PyObject *__pyx_n_s_a_weekday;
static PyObject *__pyx_n_s_abs;
static PyObject *__pyx_n_s_abs_2;
static PyObject *__pyx_n_s_add;
static PyObject *__pyx_n_s_algos;
static PyObject *__pyx_n_s_all;
static PyObject *__pyx_n_s_all_2;
static PyObject *__pyx_n_s_allocate_lock;
static PyObject *__pyx_n_s_am_pm;
static PyObject *__pyx_n_s_ambiguous;
static PyObject *__pyx_n_s_ampm;
static PyObject *__pyx_n_s_any;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_apply;
static PyObject *__pyx_n_s_apply_offset;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_arr;
static PyObject *__pyx_n_s_array;
static PyObject *__pyx_n_s_array_split;
static PyObject *__pyx_n_s_array_strptime;
static PyObject *__pyx_n_s_array_to_datetime;
static PyObject *__pyx_n_s_array_to_timedelta64;
static PyObject *__pyx_n_s_asm8;
static PyObject *__pyx_n_s_astimezone;
static PyObject *__pyx_n_s_astype;
static PyObject *__pyx_n_s_b;
static PyObject *__pyx_kp_s_b_2;
static PyObject *__pyx_n_s_b_idx;
static PyObject *__pyx_n_s_bad_directive;
static PyObject *__pyx_kp_s_bad_month_number_0_must_be_1_12;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_base1;
static PyObject *__pyx_n_s_base2;
static PyObject *__pyx_n_s_basestring;
static PyObject *__pyx_n_s_both_eq;
static PyObject *__pyx_n_s_both_nat;
static PyObject *__pyx_n_s_box;
static PyObject *__pyx_n_s_boxed;
static PyObject *__pyx_n_s_build_field_sarray;
static PyObject *__pyx_kp_s_c;
static PyObject *__pyx_n_s_c_2;
static PyObject *__pyx_n_s_cache_lock;
static PyObject *__pyx_n_s_calc_am_pm;
static PyObject *__pyx_n_s_calc_date_time;
static PyObject *__pyx_n_s_calc_julian_from_U_or_W;
static PyObject *__pyx_n_s_calc_month;
static PyObject *__pyx_n_s_calc_timezone;
static PyObject *__pyx_n_s_calc_weekday;
static PyObject *__pyx_n_s_calendar;
static PyObject *__pyx_kp_s_cannot_cast_unit_0;
static PyObject *__pyx_kp_s_cannot_construct_a_TimeDelta_fro;
static PyObject *__pyx_kp_s_cannot_construct_a_TimeDelta_wit;
static PyObject *__pyx_kp_s_cannot_multiply_a_Timedelta_with;
static PyObject *__pyx_kp_s_cannot_operate_add_a_Timedelta_w;
static PyObject *__pyx_kp_s_cannot_perform_opstr_with_typ;
static PyObject *__pyx_n_s_cast_to_nanoseconds;
static PyObject *__pyx_n_s_clear;
static PyObject *__pyx_n_s_close;
static PyObject *__pyx_n_s_cls;
static PyObject *__pyx_n_s_code;
static PyObject *__pyx_n_s_coerce;
static PyObject *__pyx_n_s_collections;
static PyObject *__pyx_n_s_combine;
static PyObject *__pyx_n_s_compat_NaT;
static PyObject *__pyx_n_s_compile;
static PyObject *__pyx_n_s_components;
static PyObject *__pyx_n_s_convert_to_timedelta;
static PyObject *__pyx_n_s_count;
static PyObject *__pyx_n_s_current_format;
static PyObject *__pyx_n_s_d;
static PyObject *__pyx_n_s_d_2;
static PyObject *__pyx_kp_s_d_2d_2d;
static PyObject *__pyx_kp_s_d_2d_2d_2d_2d_2d;
static PyObject *__pyx_kp_s_d_3;
static PyObject *__pyx_n_s_date;
static PyObject *__pyx_n_s_date_normalize;
static PyObject *__pyx_n_s_date_repr;
static PyObject *__pyx_n_s_date_string;
static PyObject *__pyx_n_s_date_time;
static PyObject *__pyx_n_s_dates_normalized;
static PyObject *__pyx_n_s_datetime;
static PyObject *__pyx_n_s_datetime64;
static PyObject *__pyx_n_s_datetime_date;
static PyObject *__pyx_n_s_datetime_result;
static PyObject *__pyx_n_s_datetime_time;
static PyObject *__pyx_n_s_datetime_to_datetime64;
static PyObject *__pyx_n_s_datetimeindex;
static PyObject *__pyx_kp_s_dateutil;
static PyObject *__pyx_n_s_dateutil_2;
static PyObject *__pyx_n_s_dateutil_gettz;
static PyObject *__pyx_n_s_dateutil_tz;
static PyObject *__pyx_n_s_dateutil_tzfile;
static PyObject *__pyx_n_s_dateutil_tzlocal;
static PyObject *__pyx_n_s_dateutil_tzutc;
static PyObject *__pyx_n_s_day;
static PyObject *__pyx_n_s_day_abbr;
static PyObject *__pyx_n_s_day_name;
static PyObject *__pyx_n_s_day_of_week;
static PyObject *__pyx_n_s_dayfirst;
static PyObject *__pyx_n_s_daylight;
static PyObject *__pyx_n_s_dayofweek;
static PyObject *__pyx_n_s_dayofyear;
static PyObject *__pyx_n_s_days;
static PyObject *__pyx_n_s_days_to_week;
static PyObject *__pyx_n_s_decode;
static PyObject *__pyx_n_s_delta;
static PyObject *__pyx_n_s_delta_to_nanoseconds;
static PyObject *__pyx_n_s_deltas;
static PyObject *__pyx_n_s_diff;
static PyObject *__pyx_n_s_directive;
static PyObject *__pyx_n_s_directive_index;
static PyObject *__pyx_n_s_div;
static PyObject *__pyx_n_s_doc;
static PyObject *__pyx_n_s_does_string_look_like_datetime;
static PyObject *__pyx_n_s_dom;
static PyObject *__pyx_n_s_dow;
static PyObject *__pyx_n_s_doy;
static PyObject *__pyx_n_s_dst_hours;
static PyObject *__pyx_n_s_dt;
static PyObject *__pyx_n_s_dt64arr_to_periodarr;
static PyObject *__pyx_n_s_dtarr;
static PyObject *__pyx_n_s_dtindex;
static PyObject *__pyx_n_s_dts;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dummy_thread;
static PyObject *__pyx_n_s_dummy_thread_2;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_end;
static PyObject *__pyx_n_s_end_month;
static PyObject *__pyx_n_s_ensure_components;
static PyObject *__pyx_n_s_ensure_int64;
static PyObject *__pyx_n_s_enter;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_err;
static PyObject *__pyx_n_s_escape;
static PyObject *__pyx_n_s_even_day;
static PyObject *__pyx_n_s_exit;
static PyObject *__pyx_n_s_extract_ordinals;
static PyObject *__pyx_n_s_f;
static PyObject *__pyx_kp_b_f_2;
static PyObject *__pyx_n_s_f_month;
static PyObject *__pyx_n_s_f_weekday;
static PyObject *__pyx_n_s_fget;
static PyObject *__pyx_n_s_field;
static PyObject *__pyx_n_s_fields;
static PyObject *__pyx_n_s_file;
static PyObject *__pyx_n_s_filename;
static PyObject *__pyx_n_s_fill;
static PyObject *__pyx_n_s_finfo;
static PyObject *__pyx_n_s_first_weekday;
static PyObject *__pyx_n_s_fix;
static PyObject *__pyx_n_s_flat;
static PyObject *__pyx_n_s_floor;
static PyObject *__pyx_n_s_floordiv;
static PyObject *__pyx_n_s_fmt;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_format_regex;
static PyObject *__pyx_n_s_found;
static PyObject *__pyx_n_s_found_dict;
static PyObject *__pyx_n_s_found_zone;
static PyObject *__pyx_n_s_frac;
static PyObject *__pyx_n_s_fraction;
static PyObject *__pyx_n_s_freq;
static PyObject *__pyx_n_s_freq1;
static PyObject *__pyx_n_s_freq2;
static PyObject *__pyx_n_s_freq_group;
static PyObject *__pyx_n_s_freqstr;
static PyObject *__pyx_n_s_fromordinal;
static PyObject *__pyx_n_s_front;
static PyObject *__pyx_n_s_func;
static PyObject *__pyx_n_s_func_create;
static PyObject *__pyx_n_s_genexpr;
static PyObject *__pyx_n_s_get;
static PyObject *__pyx_n_s_get_date_field;
static PyObject *__pyx_n_s_get_field;
static PyObject *__pyx_n_s_get_period_field;
static PyObject *__pyx_n_s_get_period_field_arr;
static PyObject *__pyx_n_s_get_start_end_field;
static PyObject *__pyx_n_s_get_start_end_field_2;
static PyObject *__pyx_n_s_get_time_micros;
static PyObject *__pyx_n_s_get_timezone;
static PyObject *__pyx_n_s_getitem;
static PyObject *__pyx_n_s_getlang;
static PyObject *__pyx_n_s_getlocale;
static PyObject *__pyx_n_s_gettz;
static PyObject *__pyx_n_s_gmt;
static PyObject *__pyx_n_s_group_key;
static PyObject *__pyx_n_s_groupdict;
static PyObject *__pyx_n_s_grp;
static PyObject *__pyx_n_s_h;
static PyObject *__pyx_n_s_h_2;
static PyObject *__pyx_n_s_has_saving;
static PyObject *__pyx_n_s_has_time_component;
static PyObject *__pyx_n_s_hash;
static PyObject *__pyx_n_s_have_pytz;
static PyObject *__pyx_n_s_hour;
static PyObject *__pyx_n_s_hours;
static PyObject *__pyx_n_s_hstack;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_i4;
static PyObject *__pyx_n_s_i8;
static PyObject *__pyx_n_s_i8_to_pydt;
static PyObject *__pyx_n_s_iNaT;
static PyObject *__pyx_n_s_idx;
static PyObject *__pyx_n_s_idx_shifted;
static PyObject *__pyx_n_s_ignore;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_n_s_index;
static PyObject *__pyx_kp_s_index_out_of_bounds;
static PyObject *__pyx_n_s_inf;
static PyObject *__pyx_n_s_infer;
static PyObject *__pyx_n_s_infer_dst;
static PyObject *__pyx_n_s_inferred_tz;
static PyObject *__pyx_n_s_init;
static PyObject *__pyx_n_s_insert;
static PyObject *__pyx_n_s_int;
static PyObject *__pyx_n_s_int32;
static PyObject *__pyx_n_s_int64;
static PyObject *__pyx_n_s_int8;
static PyObject *__pyx_n_s_ints_to_pydatetime;
static PyObject *__pyx_n_s_ints_to_pytimedelta;
static PyObject *__pyx_n_s_inv;
static PyObject *__pyx_n_s_invalid;
static PyObject *__pyx_kp_s_invalid_resolution;
static PyObject *__pyx_n_s_iresult;
static PyObject *__pyx_n_s_is_business;
static PyObject *__pyx_n_s_is_dst;
static PyObject *__pyx_n_s_is_month_end;
static PyObject *__pyx_n_s_is_month_start;
static PyObject *__pyx_n_s_is_quarter_end;
static PyObject *__pyx_n_s_is_quarter_start;
static PyObject *__pyx_n_s_is_timestamp_array;
static PyObject *__pyx_n_s_is_year_end;
static PyObject *__pyx_n_s_is_year_start;
static PyObject *__pyx_n_s_isdst;
static PyObject *__pyx_n_s_isleap;
static PyObject *__pyx_n_s_isleap_prev;
static PyObject *__pyx_n_s_isleapyear;
static PyObject *__pyx_n_s_isoformat;
static PyObject *__pyx_n_s_item;
static PyObject *__pyx_n_s_iter;
static PyObject *__pyx_n_s_iterkeys;
static PyObject *__pyx_n_s_ivalues;
static PyObject *__pyx_n_s_j;
static PyObject *__pyx_kp_s_j_2;
static PyObject *__pyx_n_s_join;
static PyObject *__pyx_n_s_julian;
static PyObject *__pyx_n_s_k;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_kwargs;
static PyObject *__pyx_n_s_kwds;
static PyObject *__pyx_n_s_l;
static PyObject *__pyx_kp_b_l_2;
static PyObject *__pyx_n_s_lambda;
static PyObject *__pyx_n_s_lang;
static PyObject *__pyx_n_s_ldom;
static PyObject *__pyx_n_s_left;
static PyObject *__pyx_n_s_len;
static PyObject *__pyx_n_s_loc;
static PyObject *__pyx_n_s_locale;
static PyObject *__pyx_kp_s_locale_changed_during_initializa;
static PyObject *__pyx_n_s_locale_time;
static PyObject *__pyx_n_s_localize;
static PyObject *__pyx_n_s_localize_pydatetime;
static PyObject *__pyx_n_s_logical_and;
static PyObject *__pyx_n_s_long;
static PyObject *__pyx_n_s_long_2;
static PyObject *__pyx_n_s_lower;
static PyObject *__pyx_n_s_m;
static PyObject *__pyx_kp_s_m8_0;
static PyObject *__pyx_kp_s_m8_ns;
static PyObject *__pyx_n_s_m_2;
static PyObject *__pyx_kp_s_m_3;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_make_invalid;
static PyObject *__pyx_n_s_mask;
static PyObject *__pyx_n_s_match;
static PyObject *__pyx_n_s_max;
static PyObject *__pyx_n_s_maximum;
static PyObject *__pyx_n_s_metaclass;
static PyObject *__pyx_n_s_micros;
static PyObject *__pyx_n_s_microsecond;
static PyObject *__pyx_n_s_microseconds;
static PyObject *__pyx_n_s_millisecond;
static PyObject *__pyx_n_s_milliseconds;
static PyObject *__pyx_n_s_min;
static PyObject *__pyx_n_s_minute;
static PyObject *__pyx_n_s_minutes;
static PyObject *__pyx_kp_s_mixed_datetimes_and_integers_in;
static PyObject *__pyx_n_s_mo_off;
static PyObject *__pyx_n_s_module;
static PyObject *__pyx_n_s_month;
static PyObject *__pyx_n_s_month_abbr;
static PyObject *__pyx_n_s_month_kw;
static PyObject *__pyx_n_s_month_name;
static PyObject *__pyx_n_s_month_offset;
static PyObject *__pyx_n_s_monthrange;
static PyObject *__pyx_n_s_months;
static PyObject *__pyx_n_s_ms;
static PyObject *__pyx_n_s_ms_2;
static PyObject *__pyx_n_s_mul;
static PyObject *__pyx_n_s_mus;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_kp_b_n_2;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_namedtuple;
static PyObject *__pyx_n_s_nan;
static PyObject *__pyx_n_s_nanosecond;
static PyObject *__pyx_n_s_nanoseconds;
static PyObject *__pyx_n_s_nat;
static PyObject *__pyx_n_s_nat_strings;
static PyObject *__pyx_n_s_nat_unpickle;
static PyObject *__pyx_kp_u_ndarray_is_not_C_contiguous;
static PyObject *__pyx_kp_u_ndarray_is_not_Fortran_contiguou;
static PyObject *__pyx_n_s_ndim;
static PyObject *__pyx_n_s_neg;
static PyObject *__pyx_n_s_neg_other;
static PyObject *__pyx_n_s_new;
static PyObject *__pyx_n_s_new_2;
static PyObject *__pyx_n_s_new_tz;
static PyObject *__pyx_n_s_new_values;
static PyObject *__pyx_n_s_no_saving;
static PyObject *__pyx_n_s_nonzero;
static PyObject *__pyx_n_s_normalize;
static PyObject *__pyx_n_s_not_datelike_strings;
static PyObject *__pyx_n_s_now;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_np_NaT;
static PyObject *__pyx_n_s_ns;
static PyObject *__pyx_n_s_ns_2;
static PyObject *__pyx_n_s_ntrans;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_object;
static PyObject *__pyx_n_s_object_state;
static PyObject *__pyx_n_s_offset;
static PyObject *__pyx_kp_s_offset_0;
static PyObject *__pyx_n_s_old;
static PyObject *__pyx_n_s_one_diff;
static PyObject *__pyx_n_s_op;
static PyObject *__pyx_n_s_op_unary_method;
static PyObject *__pyx_n_s_operator;
static PyObject *__pyx_n_s_opstr;
static PyObject *__pyx_n_s_ordinal;
static PyObject *__pyx_n_s_ordinals;
static PyObject *__pyx_n_s_oresult;
static PyObject *__pyx_n_s_other;
static PyObject *__pyx_n_s_out;
static PyObject *__pyx_n_s_out_local;
static PyObject *__pyx_n_s_out_tzoffset;
static PyObject *__pyx_n_s_p;
static PyObject *__pyx_kp_s_p_2;
static PyObject *__pyx_n_s_p_tz_cache_key;
static PyObject *__pyx_n_s_pad;
static PyObject *__pyx_n_s_pandas;
static PyObject *__pyx_n_s_pandas_algos;
static PyObject *__pyx_n_s_pandas_compat;
static PyObject *__pyx_n_s_pandas_tseries_frequencies;
static PyObject *__pyx_n_s_pandas_tseries_period;
static PyObject *__pyx_n_s_pandas_tslib;
static PyObject *__pyx_n_s_parse_code;
static PyObject *__pyx_n_s_parse_code_table;
static PyObject *__pyx_n_s_parse_date;
static PyObject *__pyx_n_s_parse_datetime_string;
static PyObject *__pyx_n_s_pattern;
static PyObject *__pyx_n_s_period_asfreq_arr;
static PyObject *__pyx_n_s_period_format;
static PyObject *__pyx_n_s_period_ordinal;
static PyObject *__pyx_n_s_periodarr;
static PyObject *__pyx_n_s_periodarr_to_dt64arr;
static PyObject *__pyx_n_s_pos;
static PyObject *__pyx_n_s_pos_2;
static PyObject *__pyx_n_s_prepare;
static PyObject *__pyx_n_s_print;
static PyObject *__pyx_n_s_processed_format;
static PyObject *__pyx_n_s_prop;
static PyObject *__pyx_n_s_property;
static PyObject *__pyx_n_s_ps;
static PyObject *__pyx_n_s_py_dt;
static PyObject *__pyx_n_s_pydt;
static PyObject *__pyx_n_s_pydt_to_i8;
static PyObject *__pyx_n_s_pytz;
static PyObject *__pyx_n_s_pytz_BaseTzInfo;
static PyObject *__pyx_n_s_pytz_tzinfo;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_q;
static PyObject *__pyx_kp_b_q_2;
static PyObject *__pyx_n_s_qualname;
static PyObject *__pyx_n_s_quarter;
static PyObject *__pyx_n_s_raise;
static PyObject *__pyx_n_s_raise_2;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_ravel;
static PyObject *__pyx_n_s_rdiv;
static PyObject *__pyx_n_s_re;
static PyObject *__pyx_n_s_re_compile;
static PyObject *__pyx_n_s_re_escape;
static PyObject *__pyx_n_s_reduce;
static PyObject *__pyx_n_s_regex;
static PyObject *__pyx_n_s_regex_cache;
static PyObject *__pyx_n_s_regex_chars;
static PyObject *__pyx_n_s_relation;
static PyObject *__pyx_n_s_replace;
static PyObject *__pyx_n_s_replacement_pairs;
static PyObject *__pyx_n_s_repr;
static PyObject *__pyx_n_s_repr_base;
static PyObject *__pyx_n_s_reso;
static PyObject *__pyx_n_s_resolution;
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static PyObject *__pyx_n_s_result_b;
static PyObject *__pyx_n_s_ret;
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static PyObject *__pyx_n_s_rfloordiv;
static PyObject *__pyx_n_s_right;
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static PyObject *__pyx_n_s_round;
static PyObject *__pyx_n_s_rtruediv;
static PyObject *__pyx_n_s_s;
static PyObject *__pyx_n_s_s_2;
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static PyObject *__pyx_kp_s_s_4;
static PyObject *__pyx_kp_s_s_d_days;
static PyObject *__pyx_kp_s_s_d_days_s_02d_02d_s;
static PyObject *__pyx_kp_s_s_is_a_bad_directive_in_format;
static PyObject *__pyx_kp_s_s_is_wrong_freq;
static PyObject *__pyx_kp_s_s_s;
static PyObject *__pyx_kp_s_s_s_02d_02d_s;
static PyObject *__pyx_kp_s_s_s_2;
static PyObject *__pyx_kp_s_s_s_3;
static PyObject *__pyx_kp_s_s_s_s;
static PyObject *__pyx_n_s_sa_dtype;
static PyObject *__pyx_n_s_searchsorted;
static PyObject *__pyx_n_s_second;
static PyObject *__pyx_n_s_seconds;
static PyObject *__pyx_n_s_seconds_pretty;
static PyObject *__pyx_n_s_seen_datetime;
static PyObject *__pyx_n_s_seen_integer;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_send;
static PyObject *__pyx_n_s_sep;
static PyObject *__pyx_n_s_seq;
static PyObject *__pyx_n_s_seqToRE;
static PyObject *__pyx_n_s_setitem;
static PyObject *__pyx_n_s_setstate;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_side;
static PyObject *__pyx_n_s_sign;
static PyObject *__pyx_n_s_sign2_pretty;
static PyObject *__pyx_n_s_sign_pretty;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_sort;
static PyObject *__pyx_n_s_sorted;
static PyObject *__pyx_n_s_squeeze;
static PyObject *__pyx_n_s_stamp;
static PyObject *__pyx_n_s_stamps;
static PyObject *__pyx_n_s_start_month;
static PyObject *__pyx_n_s_startingMonth;
static PyObject *__pyx_n_s_startswith;
static PyObject *__pyx_n_s_state;
static PyObject *__pyx_n_s_str;
static PyObject *__pyx_kp_s_stray_in_format_s;
static PyObject *__pyx_n_s_strftime;
static PyObject *__pyx_n_s_string_types;
static PyObject *__pyx_n_s_struct_time;
static PyObject *__pyx_n_s_sub;
static PyObject *__pyx_n_s_sub_2;
static PyObject *__pyx_n_s_sub_day;
static PyObject *__pyx_n_s_subs;
static PyObject *__pyx_n_s_super;
static PyObject *__pyx_n_s_switch_idx;
static PyObject *__pyx_n_s_sys;
static PyObject *__pyx_n_s_sz;
static PyObject *__pyx_n_s_t;
static PyObject *__pyx_n_s_table;
static PyObject *__pyx_kp_s_tar_gz;
static PyObject *__pyx_n_s_td;
static PyObject *__pyx_n_s_td_base;
static PyObject *__pyx_n_s_tdata;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_thread;
static PyObject *__pyx_n_s_thread_2;
static PyObject *__pyx_n_s_thread_allocate_lock;
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static PyObject *__pyx_n_s_time;
static PyObject *__pyx_kp_s_time_data_r_does_not_match_forma;
static PyObject *__pyx_n_s_time_repr;
static PyObject *__pyx_n_s_time_tuple;
static PyObject *__pyx_n_s_timedelta;
static PyObject *__pyx_n_s_timedelta64;
static PyObject *__pyx_kp_s_timedelta64_0;
static PyObject *__pyx_kp_s_timedelta64_ns;
static PyObject *__pyx_n_s_timedeltaindex;
static PyObject *__pyx_n_s_timezone;
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static PyObject *__pyx_n_s_to_datetime;
static PyObject *__pyx_n_s_to_julian_date;
static PyObject *__pyx_n_s_to_offset;
static PyObject *__pyx_n_s_to_period;
static PyObject *__pyx_n_s_to_pydatetime;
static PyObject *__pyx_n_s_to_pytimedelta;
static PyObject *__pyx_n_s_to_timedelta;
static PyObject *__pyx_n_s_today;
static PyObject *__pyx_n_s_toordinal;
static PyObject *__pyx_n_s_tot_seconds;
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static PyObject *__pyx_n_s_trans_cache;
static PyObject *__pyx_n_s_trans_grp;
static PyObject *__pyx_n_s_trans_idx;
static PyObject *__pyx_n_s_trans_idx_2;
static PyObject *__pyx_n_s_trans_len;
static PyObject *__pyx_n_s_trans_list;
static PyObject *__pyx_n_s_transition_info;
static PyObject *__pyx_n_s_truediv;
static PyObject *__pyx_n_s_ts;
static PyObject *__pyx_n_s_ts_2;
static PyObject *__pyx_n_s_ts_base;
static PyObject *__pyx_n_s_ts_input;
static PyObject *__pyx_n_s_tso;
static PyObject *__pyx_n_s_ttinfo_before;
static PyObject *__pyx_n_s_ttinfo_std;
static PyObject *__pyx_n_s_typ;
static PyObject *__pyx_n_s_typ_2;
static PyObject *__pyx_n_s_tz;
static PyObject *__pyx_n_s_tz1;
static PyObject *__pyx_n_s_tz2;
static PyObject *__pyx_kp_s_tz_0;
static PyObject *__pyx_n_s_tz_convert;
static PyObject *__pyx_n_s_tz_convert_single;
static PyObject *__pyx_n_s_tz_localize;
static PyObject *__pyx_n_s_tz_localize_to_utc;
static PyObject *__pyx_kp_s_tz_s;
static PyObject *__pyx_n_s_tz_values;
static PyObject *__pyx_n_s_tzfile;
static PyObject *__pyx_n_s_tzinfo;
static PyObject *__pyx_n_s_tzinfos;
static PyObject *__pyx_n_s_tzlocal;
static PyObject *__pyx_n_s_tzname;
static PyObject *__pyx_n_s_tzoffset;
static PyObject *__pyx_n_s_tzset;
static PyObject *__pyx_n_s_tzutc;
static PyObject *__pyx_n_s_u;
static PyObject *__pyx_kp_b_u_2;
static PyObject *__pyx_kp_s_unconverted_data_remains_s;
static PyObject *__pyx_n_s_unique_deltas;
static PyObject *__pyx_n_s_uniques;
static PyObject *__pyx_n_s_unit;
static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
static PyObject *__pyx_n_s_us;
static PyObject *__pyx_n_s_us_2;
static PyObject *__pyx_n_s_utc;
static PyObject *__pyx_n_s_utc_convert;
static PyObject *__pyx_n_s_utc_date;
static PyObject *__pyx_n_s_utc_dates;
static PyObject *__pyx_n_s_utc_offset_cache;
static PyObject *__pyx_n_s_utc_transition_times;
static PyObject *__pyx_n_s_utcnow;
static PyObject *__pyx_n_s_utcoffset;
static PyObject *__pyx_n_s_utcoffset_2;
static PyObject *__pyx_kp_s_utf_8;
static PyObject *__pyx_n_s_v;
static PyObject *__pyx_n_s_val;
static PyObject *__pyx_n_s_validate_ops_compat;
static PyObject *__pyx_n_s_vals;
static PyObject *__pyx_n_s_value;
static PyObject *__pyx_n_s_values;
static PyObject *__pyx_n_s_version_info;
static PyObject *__pyx_n_s_view;
static PyObject *__pyx_n_s_w;
static PyObject *__pyx_kp_s_w_2;
static PyObject *__pyx_n_s_warn;
static PyObject *__pyx_n_s_week;
static PyObject *__pyx_n_s_week_0_length;
static PyObject *__pyx_n_s_week_of_year;
static PyObject *__pyx_n_s_week_of_year_start;
static PyObject *__pyx_n_s_week_starts_Mon;
static PyObject *__pyx_n_s_weekday;
static PyObject *__pyx_n_s_weekofyear;
static PyObject *__pyx_n_s_where;
static PyObject *__pyx_n_s_whitespace_replacement;
static PyObject *__pyx_n_s_woy;
static PyObject *__pyx_kp_s_x;
static PyObject *__pyx_n_s_x_2;
static PyObject *__pyx_n_s_y;
static PyObject *__pyx_kp_s_y_2;
static PyObject *__pyx_n_s_year;
static PyObject *__pyx_n_s_year2000;
static PyObject *__pyx_n_s_years;
static PyObject *__pyx_kp_s_z;
static PyObject *__pyx_n_s_zero_time;
static PyObject *__pyx_n_s_zeros;
static PyObject *__pyx_n_s_zip;
static PyObject *__pyx_n_s_zone;
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static PyObject *__pyx_float_1e6;
static PyObject *__pyx_float_1e9;
static PyObject *__pyx_float_1e_6;
static PyObject *__pyx_float_1e_9;
static PyObject *__pyx_float_24_0;
static PyObject *__pyx_float_60_0;
static PyObject *__pyx_float_3600_0;
static PyObject *__pyx_float_1721118_5;
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static PyObject *__pyx_int_2;
static PyObject *__pyx_int_3;
static PyObject *__pyx_int_4;
static PyObject *__pyx_int_5;
static PyObject *__pyx_int_6;
static PyObject *__pyx_int_7;
static PyObject *__pyx_int_8;
static PyObject *__pyx_int_9;
static PyObject *__pyx_int_10;
static PyObject *__pyx_int_11;
static PyObject *__pyx_int_12;
static PyObject *__pyx_int_13;
static PyObject *__pyx_int_14;
static PyObject *__pyx_int_15;
static PyObject *__pyx_int_16;
static PyObject *__pyx_int_17;
static PyObject *__pyx_int_18;
static PyObject *__pyx_int_22;
static PyObject *__pyx_int_24;
static PyObject *__pyx_int_31;
static PyObject *__pyx_int_44;
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static PyObject *__pyx_int_60;
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static PyObject *__pyx_int_212;
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static PyObject *__pyx_int_365;
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static PyObject *__pyx_int_400;
static PyObject *__pyx_int_457;
static PyObject *__pyx_int_1000;
static PyObject *__pyx_int_1999;
static PyObject *__pyx_int_2000;
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static PyObject *__pyx_int_6000;
static PyObject *__pyx_int_1000000;
static PyObject *__pyx_int_1000000000;
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static PyObject *__pyx_int_neg_6;
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static PyObject *__pyx_int_1000L;
static PyObject *__pyx_int_1000000L;
static PyObject *__pyx_int_1000000000L;
static PyObject *__pyx_int_60000000000L;
static PyObject *__pyx_int_3600000000000L;
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 * 
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 * 
 *             pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)
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 */
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 *             ts = convert_to_tsobject(dtindex[i], None, None)
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 *             isleap_prev = is_leapyear(dts.year - 1)             # <<<<<<<<<<<<<<
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 */
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 *             isleap_prev = is_leapyear(dts.year - 1)
 *             mo_off = _month_offset[isleap, dts.month - 1]             # <<<<<<<<<<<<<<
 *             doy = mo_off + dts.day
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 */
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 *             isleap_prev = is_leapyear(dts.year - 1)
 *             mo_off = _month_offset[isleap, dts.month - 1]
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 *             dow = ts_dayofweek(ts)
 * 
 */
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 *             mo_off = _month_offset[isleap, dts.month - 1]
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 *             dow = ts_dayofweek(ts)             # <<<<<<<<<<<<<<
 * 
 *             #estimate
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 * 
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 *             if woy >= 0:
 *                 woy = woy / 7 + 1
 */
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 *             if woy >= 0:             # <<<<<<<<<<<<<<
 *                 woy = woy / 7 + 1
 * 
 */
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 * 
 *             # verify
 */
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 * 
 *             # verify
 *             if woy < 0:             # <<<<<<<<<<<<<<
 *                 if (woy > -2) or (woy == -2 and isleap_prev):
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 */
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 *                     woy = 53
 *                 else:
 */
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 *                 else:
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 *             elif woy == 53:
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 * 
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 * 
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 * 
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 * 
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 *     elif field == 'q':
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 * 
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 * 
 *     elif field == 'q':
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 * 
 *             pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)
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 * 
 *                 pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)
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 *                 dow = ts_dayofweek(ts)             # <<<<<<<<<<<<<<
 *                 ldom = _month_offset[isleap, dts.month]
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 *                 ldom = _month_offset[isleap, dts.month]             # <<<<<<<<<<<<<<
 * 
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 * 
 *                 if (dts.month == end_month) and ((ldom == doy and dow < 5) or (dow == 4 and (ldom - doy <= 2))):
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 * 
 *                 pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)
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 * 
 *                 pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)             # <<<<<<<<<<<<<<
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 * 
 *                 pandas_datetime_to_datetimestruct(dtindex[i], PANDAS_FR_ns, &dts)
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 *                 isleap = is_leapyear(dts.year)
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 *                 mo_off = _month_offset[isleap, dts.month - 1]
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 * 
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 *                 dom = dts.day
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static int __pyx_tp_traverse_6pandas_5tslib__Timestamp(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_6pandas_5tslib__Timestamp(PyObject *o) {
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static PyObject *__pyx_getprop_6pandas_5tslib_10_Timestamp_value(PyObject *o, CYTHON_UNUSED void *x) {
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static PyObject *__pyx_getprop_6pandas_5tslib_10_Timestamp_nanosecond(PyObject *o, CYTHON_UNUSED void *x) {
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static PyObject *__pyx_getprop_6pandas_5tslib_10_Timestamp_offset(PyObject *o, CYTHON_UNUSED void *x) {
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static void __pyx_tp_dealloc_6pandas_5tslib__TSObject(PyObject *o) {
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static int __pyx_tp_traverse_6pandas_5tslib__TSObject(PyObject *o, visitproc v, void *a) {
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static int __pyx_tp_clear_6pandas_5tslib__TSObject(PyObject *o) {
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static PyObject *__pyx_getprop_6pandas_5tslib_9_TSObject_value(PyObject *o, CYTHON_UNUSED void *x) {
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static struct PyGetSetDef __pyx_getsets_6pandas_5tslib__TSObject[] = {
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  0, /*tp_iternext*/
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static PyObject *__pyx_tp_new_6pandas_5tslib__Timedelta(PyTypeObject *t, PyObject *a, PyObject *k) {
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static void __pyx_tp_dealloc_6pandas_5tslib__Timedelta(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib__Timedelta *p = (struct __pyx_obj_6pandas_5tslib__Timedelta *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->freq);
  #if CYTHON_COMPILING_IN_CPYTHON
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  if (likely(__pyx_ptype_8datetime_timedelta)) __pyx_ptype_8datetime_timedelta->tp_dealloc(o); else __Pyx_call_next_tp_dealloc(o, __pyx_tp_dealloc_6pandas_5tslib__Timedelta);
}

static int __pyx_tp_traverse_6pandas_5tslib__Timedelta(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib__Timedelta *p = (struct __pyx_obj_6pandas_5tslib__Timedelta *)o;
  e = ((likely(__pyx_ptype_8datetime_timedelta)) ? ((__pyx_ptype_8datetime_timedelta->tp_traverse) ? __pyx_ptype_8datetime_timedelta->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_6pandas_5tslib__Timedelta)); if (e) return e;
  if (p->freq) {
    e = (*v)(p->freq, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib__Timedelta(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib__Timedelta *p = (struct __pyx_obj_6pandas_5tslib__Timedelta *)o;
  if (likely(__pyx_ptype_8datetime_timedelta)) { if (__pyx_ptype_8datetime_timedelta->tp_clear) __pyx_ptype_8datetime_timedelta->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_6pandas_5tslib__Timedelta);
  tmp = ((PyObject*)p->freq);
  p->freq = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta_value(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_5value_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta_freq(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_4freq_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta_is_populated(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_12is_populated_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__sign(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_5_sign_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__d(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_2_d_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__h(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_2_h_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__m(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_2_m_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__s(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_2_s_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__ms(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_3_ms_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__us(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_3_us_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5tslib_10_Timedelta__ns(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5tslib_10_Timedelta_3_ns_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5tslib__Timedelta[] = {
  {"_ensure_components", (PyCFunction)__pyx_pw_6pandas_5tslib_10_Timedelta_5_ensure_components, METH_NOARGS, __pyx_doc_6pandas_5tslib_10_Timedelta_4_ensure_components},
  {"to_pytimedelta", (PyCFunction)__pyx_pw_6pandas_5tslib_10_Timedelta_7to_pytimedelta, METH_NOARGS, __pyx_doc_6pandas_5tslib_10_Timedelta_6to_pytimedelta},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5tslib__Timedelta[] = {
  {(char *)"value", __pyx_getprop_6pandas_5tslib_10_Timedelta_value, 0, 0, 0},
  {(char *)"freq", __pyx_getprop_6pandas_5tslib_10_Timedelta_freq, 0, 0, 0},
  {(char *)"is_populated", __pyx_getprop_6pandas_5tslib_10_Timedelta_is_populated, 0, 0, 0},
  {(char *)"_sign", __pyx_getprop_6pandas_5tslib_10_Timedelta__sign, 0, 0, 0},
  {(char *)"_d", __pyx_getprop_6pandas_5tslib_10_Timedelta__d, 0, 0, 0},
  {(char *)"_h", __pyx_getprop_6pandas_5tslib_10_Timedelta__h, 0, 0, 0},
  {(char *)"_m", __pyx_getprop_6pandas_5tslib_10_Timedelta__m, 0, 0, 0},
  {(char *)"_s", __pyx_getprop_6pandas_5tslib_10_Timedelta__s, 0, 0, 0},
  {(char *)"_ms", __pyx_getprop_6pandas_5tslib_10_Timedelta__ms, 0, 0, 0},
  {(char *)"_us", __pyx_getprop_6pandas_5tslib_10_Timedelta__us, 0, 0, 0},
  {(char *)"_ns", __pyx_getprop_6pandas_5tslib_10_Timedelta__ns, 0, 0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5tslib__Timedelta = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib._Timedelta", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib__Timedelta), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib__Timedelta, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_6pandas_5tslib_10_Timedelta_1__hash__, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib__Timedelta, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib__Timedelta, /*tp_clear*/
  __pyx_pw_6pandas_5tslib_10_Timedelta_3__richcmp__, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5tslib__Timedelta, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5tslib__Timedelta, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib__Timedelta, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *__pyx_freelist_6pandas_5tslib___pyx_scope_struct___make_invalid[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct___make_invalid = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct___make_invalid(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct___make_invalid > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct___make_invalid[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct___make_invalid];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct___make_invalid(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_opstr);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct___make_invalid < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct___make_invalid[__pyx_freecount_6pandas_5tslib___pyx_scope_struct___make_invalid++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct___make_invalid(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *)o;
  if (p->__pyx_v_opstr) {
    e = (*v)(p->__pyx_v_opstr, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct___make_invalid(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid *)o;
  tmp = ((PyObject*)p->__pyx_v_opstr);
  p->__pyx_v_opstr = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct___make_invalid = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct___make_invalid", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct___make_invalid), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct___make_invalid, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct___make_invalid, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct___make_invalid, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct___make_invalid, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *__pyx_freelist_6pandas_5tslib___pyx_scope_struct_1__op_unary_method[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct_1__op_unary_method = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_1__op_unary_method(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_1__op_unary_method > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct_1__op_unary_method[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct_1__op_unary_method];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_1__op_unary_method(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_func);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_1__op_unary_method < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct_1__op_unary_method[__pyx_freecount_6pandas_5tslib___pyx_scope_struct_1__op_unary_method++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_1__op_unary_method(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *)o;
  if (p->__pyx_v_func) {
    e = (*v)(p->__pyx_v_func, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_1__op_unary_method(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method *)o;
  tmp = ((PyObject*)p->__pyx_v_func);
  p->__pyx_v_func = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct_1__op_unary_method = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct_1__op_unary_method", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_1__op_unary_method), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_1__op_unary_method, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_1__op_unary_method, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_1__op_unary_method, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
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  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct_1__op_unary_method, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *__pyx_freelist_6pandas_5tslib___pyx_scope_struct_2___init__[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct_2___init__ = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_2___init__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_2___init__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct_2___init__[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct_2___init__];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_2___init__(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_self);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_2___init__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct_2___init__[__pyx_freecount_6pandas_5tslib___pyx_scope_struct_2___init__++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_2___init__(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *)o;
  if (p->__pyx_v_self) {
    e = (*v)(p->__pyx_v_self, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_2___init__(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *)o;
  tmp = ((PyObject*)p->__pyx_v_self);
  p->__pyx_v_self = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct_2___init__ = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct_2___init__", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_2___init__, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_2___init__, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_2___init__, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct_2___init__, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *__pyx_freelist_6pandas_5tslib___pyx_scope_struct_3_genexpr[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct_3_genexpr = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_3_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_3_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct_3_genexpr[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct_3_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_3_genexpr(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_tz);
  Py_CLEAR(p->__pyx_v_tz_names);
  Py_CLEAR(p->__pyx_t_0);
  Py_CLEAR(p->__pyx_t_1);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_3_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct_3_genexpr[__pyx_freecount_6pandas_5tslib___pyx_scope_struct_3_genexpr++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_3_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_tz) {
    e = (*v)(p->__pyx_v_tz, a); if (e) return e;
  }
  if (p->__pyx_v_tz_names) {
    e = (*v)(p->__pyx_v_tz_names, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  if (p->__pyx_t_1) {
    e = (*v)(p->__pyx_t_1, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_3_genexpr(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr *)o;
  tmp = ((PyObject*)p->__pyx_outer_scope);
  p->__pyx_outer_scope = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_2___init__ *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_tz);
  p->__pyx_v_tz = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_tz_names);
  p->__pyx_v_tz_names = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_t_0);
  p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_t_1);
  p->__pyx_t_1 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct_3_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct_3_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_3_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_3_genexpr, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_3_genexpr, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_3_genexpr, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct_3_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *__pyx_freelist_6pandas_5tslib___pyx_scope_struct_4___seqToRE[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct_4___seqToRE = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_4___seqToRE(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_4___seqToRE > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct_4___seqToRE[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct_4___seqToRE];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_4___seqToRE(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_v_to_convert);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_4___seqToRE < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct_4___seqToRE[__pyx_freecount_6pandas_5tslib___pyx_scope_struct_4___seqToRE++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_4___seqToRE(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *)o;
  if (p->__pyx_v_to_convert) {
    e = (*v)(p->__pyx_v_to_convert, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_4___seqToRE(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *)o;
  tmp = ((PyObject*)p->__pyx_v_to_convert);
  p->__pyx_v_to_convert = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct_4___seqToRE = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct_4___seqToRE", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_4___seqToRE, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_4___seqToRE, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_4___seqToRE, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct_4___seqToRE, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *__pyx_freelist_6pandas_5tslib___pyx_scope_struct_5_genexpr[8];
static int __pyx_freecount_6pandas_5tslib___pyx_scope_struct_5_genexpr = 0;

static PyObject *__pyx_tp_new_6pandas_5tslib___pyx_scope_struct_5_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  PyObject *o;
  if (CYTHON_COMPILING_IN_CPYTHON && likely((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_5_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr)))) {
    o = (PyObject*)__pyx_freelist_6pandas_5tslib___pyx_scope_struct_5_genexpr[--__pyx_freecount_6pandas_5tslib___pyx_scope_struct_5_genexpr];
    memset(o, 0, sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr));
    (void) PyObject_INIT(o, t);
    PyObject_GC_Track(o);
  } else {
    o = (*t->tp_alloc)(t, 0);
    if (unlikely(!o)) return 0;
  }
  return o;
}

static void __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_5_genexpr(PyObject *o) {
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *)o;
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->__pyx_outer_scope);
  Py_CLEAR(p->__pyx_v_stuff);
  Py_CLEAR(p->__pyx_t_0);
  if (CYTHON_COMPILING_IN_CPYTHON && ((__pyx_freecount_6pandas_5tslib___pyx_scope_struct_5_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr)))) {
    __pyx_freelist_6pandas_5tslib___pyx_scope_struct_5_genexpr[__pyx_freecount_6pandas_5tslib___pyx_scope_struct_5_genexpr++] = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *)o);
  } else {
    (*Py_TYPE(o)->tp_free)(o);
  }
}

static int __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_5_genexpr(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *)o;
  if (p->__pyx_outer_scope) {
    e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e;
  }
  if (p->__pyx_v_stuff) {
    e = (*v)(p->__pyx_v_stuff, a); if (e) return e;
  }
  if (p->__pyx_t_0) {
    e = (*v)(p->__pyx_t_0, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_5_genexpr(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr *)o;
  tmp = ((PyObject*)p->__pyx_outer_scope);
  p->__pyx_outer_scope = ((struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_4___seqToRE *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_v_stuff);
  p->__pyx_v_stuff = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->__pyx_t_0);
  p->__pyx_t_0 = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyTypeObject __pyx_type_6pandas_5tslib___pyx_scope_struct_5_genexpr = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.tslib.__pyx_scope_struct_5_genexpr", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5tslib___pyx_scope_struct_5_genexpr), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5tslib___pyx_scope_struct_5_genexpr, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #else
  0, /*reserved*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5tslib___pyx_scope_struct_5_genexpr, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5tslib___pyx_scope_struct_5_genexpr, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5tslib___pyx_scope_struct_5_genexpr, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyMethodDef __pyx_methods[] = {
  {"get_value_box", (PyCFunction)__pyx_pw_6pandas_5tslib_9get_value_box, METH_VARARGS|METH_KEYWORDS, 0},
  {"_get_utcoffset", (PyCFunction)__pyx_pw_6pandas_5tslib_17_get_utcoffset, METH_VARARGS|METH_KEYWORDS, 0},
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  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);

  /* "pandas/tslib.pyx":444
 *         if self.tzinfo is None:
 *             # tz naive, use tz_localize
 *             raise TypeError('Cannot convert tz-naive Timestamp, use '             # <<<<<<<<<<<<<<
 *                             'tz_localize to localize')
 *         else:
 */
  __pyx_tuple__19 = PyTuple_Pack(1, __pyx_kp_s_Cannot_convert_tz_naive_Timestam); if (unlikely(!__pyx_tuple__19)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 444; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__19);
  __Pyx_GIVEREF(__pyx_tuple__19);

  /* "pandas/tslib.pyx":478
 * 
 *         if self.tzinfo is not None:
 *             base1, base2 = base[:-6], base[-6:]             # <<<<<<<<<<<<<<
 *         else:
 *             base1, base2 = base, ""
 */
  __pyx_slice__20 = PySlice_New(Py_None, __pyx_int_neg_6, Py_None); if (unlikely(!__pyx_slice__20)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__20);
  __Pyx_GIVEREF(__pyx_slice__20);
  __pyx_slice__21 = PySlice_New(__pyx_int_neg_6, Py_None, Py_None); if (unlikely(!__pyx_slice__21)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__21);
  __Pyx_GIVEREF(__pyx_slice__21);

  /* "pandas/tslib.pyx":558
 * 
 *     def __reduce__(self):
 *         return (__nat_unpickle, (None, ))             # <<<<<<<<<<<<<<
 * 
 * fields = ['year', 'quarter', 'month', 'day', 'hour',
 */
  __pyx_tuple__22 = PyTuple_Pack(1, Py_None); if (unlikely(!__pyx_tuple__22)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__22);
  __Pyx_GIVEREF(__pyx_tuple__22);

  /* "pandas/tslib.pyx":617
 * 
 *     if i >= sz or sz == 0 or i < 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     if arr.descr.type_num == NPY_DATETIME:
 */
  __pyx_tuple__23 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__23)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__23);
  __Pyx_GIVEREF(__pyx_tuple__23);

  /* "pandas/tslib.pyx":679
 * 
 *     result = np.empty(n, dtype='M8[ns]')
 *     new_values = result.view('i8')             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_tuple__24 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__24)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 679; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__24);
  __Pyx_GIVEREF(__pyx_tuple__24);

  /* "pandas/tslib.pyx":796
 *         if self.tzinfo is None:
 *             if other.tzinfo is not None:
 *                 raise ValueError('Cannot compare tz-naive and tz-aware '             # <<<<<<<<<<<<<<
 *                                  'timestamps')
 *         elif other.tzinfo is None:
 */
  __pyx_tuple__25 = PyTuple_Pack(1, __pyx_kp_s_Cannot_compare_tz_naive_and_tz_a); if (unlikely(!__pyx_tuple__25)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 796; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__25);
  __Pyx_GIVEREF(__pyx_tuple__25);

  /* "pandas/tslib.pyx":799
 *                                  'timestamps')
 *         elif other.tzinfo is None:
 *             raise ValueError('Cannot compare tz-naive and tz-aware timestamps')             # <<<<<<<<<<<<<<
 * 
 *     cpdef datetime to_datetime(_Timestamp self):
 */
  __pyx_tuple__26 = PyTuple_Pack(1, __pyx_kp_s_Cannot_compare_tz_naive_and_tz_a); if (unlikely(!__pyx_tuple__26)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__26);
  __Pyx_GIVEREF(__pyx_tuple__26);

  /* "pandas/tslib.pyx":815
 * 
 *         if is_timedelta64_object(other):
 *             other_int = other.astype('timedelta64[ns]').view('i8')             # <<<<<<<<<<<<<<
 *             return Timestamp(self.value + other_int, tz=self.tzinfo, offset=self.offset)
 * 
 */
  __pyx_tuple__27 = PyTuple_Pack(1, __pyx_kp_s_timedelta64_ns); if (unlikely(!__pyx_tuple__27)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__27);
  __Pyx_GIVEREF(__pyx_tuple__27);
  __pyx_tuple__28 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__28)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 815; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__28);
  __Pyx_GIVEREF(__pyx_tuple__28);

  /* "pandas/tslib.pyx":820
 *         elif is_integer_object(other):
 *             if self.offset is None:
 *                 raise ValueError("Cannot add integral value to Timestamp "             # <<<<<<<<<<<<<<
 *                                  "without offset.")
 *             return Timestamp((self.offset * other).apply(self), offset=self.offset)
 */
  __pyx_tuple__29 = PyTuple_Pack(1, __pyx_kp_s_Cannot_add_integral_value_to_Tim); if (unlikely(!__pyx_tuple__29)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 820; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__29);
  __Pyx_GIVEREF(__pyx_tuple__29);

  /* "pandas/tslib.pyx":864
 * 
 *     cpdef _get_start_end_field(self, field):
 *         month_kw = self.freq.kwds.get('startingMonth', self.freq.kwds.get('month', 12)) if self.freq else 12             # <<<<<<<<<<<<<<
 *         freqstr = self.freqstr if self.freq else None
 *         out = get_start_end_field(np.array([self.value], dtype=np.int64), field, freqstr, month_kw)
 */
  __pyx_tuple__30 = PyTuple_Pack(2, __pyx_n_s_month, __pyx_int_12); if (unlikely(!__pyx_tuple__30)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 864; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__30);
  __Pyx_GIVEREF(__pyx_tuple__30);

  /* "pandas/tslib.pyx":933
 *         delta = delta.delta
 *     if is_timedelta64_object(delta):
 *         return delta.astype("timedelta64[ns]").item()             # <<<<<<<<<<<<<<
 *     if is_integer_object(delta):
 *         return delta
 */
  __pyx_tuple__31 = PyTuple_Pack(1, __pyx_kp_s_timedelta64_ns); if (unlikely(!__pyx_tuple__31)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 933; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__31);
  __Pyx_GIVEREF(__pyx_tuple__31);

  /* "pandas/tslib.pyx":1011
 *         obj.value = NPY_NAT
 *     elif is_datetime64_object(ts):
 *         if ts.view('i8') == iNaT:             # <<<<<<<<<<<<<<
 *             obj.value = NPY_NAT
 *         else:
 */
  __pyx_tuple__32 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__32)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1011; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__32);
  __Pyx_GIVEREF(__pyx_tuple__32);

  /* "pandas/tslib.pyx":1078
 *         return convert_to_tsobject(ts, tz, None)
 *     else:
 *         raise ValueError("Cannot convert Period to Timestamp unambiguously. Use to_timestamp")             # <<<<<<<<<<<<<<
 * 
 *     if obj.value != NPY_NAT:
 */
  __pyx_tuple__33 = PyTuple_Pack(1, __pyx_kp_s_Cannot_convert_Period_to_Timesta); if (unlikely(!__pyx_tuple__33)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1078; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__33);
  __Pyx_GIVEREF(__pyx_tuple__33);

  /* "pandas/tslib.pyx":1169
 *         if _treat_tz_as_dateutil(tz):
 *             if '.tar.gz' in tz._filename:
 *                 raise ValueError('Bad tz filename. Dateutil on python 3 on windows has a bug which causes tzfile._filename to be the same for all '             # <<<<<<<<<<<<<<
 *                                  'timezone files. Please construct dateutil timezones implicitly by passing a string like "dateutil/Europe/London" '
 *                                  'when you construct your pandas objects instead of passing a timezone object. See https://github.com/pydata/pandas/pull/7362')
 */
  __pyx_tuple__34 = PyTuple_Pack(1, __pyx_kp_s_Bad_tz_filename_Dateutil_on_pyth); if (unlikely(!__pyx_tuple__34)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__34);
  __Pyx_GIVEREF(__pyx_tuple__34);

  /* "pandas/tslib.pyx":1190
 *     '''
 *     if isinstance(tz, string_types):
 *         if tz.startswith('dateutil/'):             # <<<<<<<<<<<<<<
 *             zone = tz[9:]
 *             tz = _dateutil_gettz(tz[9:])
 */
  __pyx_tuple__35 = PyTuple_Pack(1, __pyx_kp_s_dateutil); if (unlikely(!__pyx_tuple__35)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1190; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__35);
  __Pyx_GIVEREF(__pyx_tuple__35);

  /* "pandas/tslib.pyx":1191
 *     if isinstance(tz, string_types):
 *         if tz.startswith('dateutil/'):
 *             zone = tz[9:]             # <<<<<<<<<<<<<<
 *             tz = _dateutil_gettz(tz[9:])
 *             # On Python 3 on Windows, the filename is not always set correctly.
 */
  __pyx_slice__36 = PySlice_New(__pyx_int_9, Py_None, Py_None); if (unlikely(!__pyx_slice__36)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1191; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__36);
  __Pyx_GIVEREF(__pyx_slice__36);

  /* "pandas/tslib.pyx":1192
 *         if tz.startswith('dateutil/'):
 *             zone = tz[9:]
 *             tz = _dateutil_gettz(tz[9:])             # <<<<<<<<<<<<<<
 *             # On Python 3 on Windows, the filename is not always set correctly.
 *             if isinstance(tz, _dateutil_tzfile) and '.tar.gz' in tz._filename:
 */
  __pyx_slice__37 = PySlice_New(__pyx_int_9, Py_None, Py_None); if (unlikely(!__pyx_slice__37)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1192; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__37);
  __Pyx_GIVEREF(__pyx_slice__37);

  /* "pandas/tslib.pyx":1243
 * 
 *     result = np.empty(n, dtype='M8[ns]')
 *     iresult = result.view('i8')             # <<<<<<<<<<<<<<
 *     for i in range(n):
 *         val = values[i]
 */
  __pyx_tuple__38 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__38)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1243; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__38);
  __Pyx_GIVEREF(__pyx_tuple__38);

  /* "pandas/tslib.pyx":1252
 *                 if inferred_tz is not None:
 *                     if _get_zone(val.tzinfo) != inferred_tz:
 *                         raise ValueError('Array must be all same time zone')             # <<<<<<<<<<<<<<
 *                 else:
 *                     inferred_tz = _get_zone(val.tzinfo)
 */
  __pyx_tuple__39 = PyTuple_Pack(1, __pyx_kp_s_Array_must_be_all_same_time_zone); if (unlikely(!__pyx_tuple__39)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1252; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__39);
  __Pyx_GIVEREF(__pyx_tuple__39);

  /* "pandas/tslib.pyx":1261
 *             else:
 *                 if inferred_tz is not None:
 *                     raise ValueError('Cannot mix tz-aware with tz-naive values')             # <<<<<<<<<<<<<<
 *                 iresult[i] = _pydatetime_to_dts(val, &dts)
 *                 _check_dts_bounds(&dts)
 */
  __pyx_tuple__40 = PyTuple_Pack(1, __pyx_kp_s_Cannot_mix_tz_aware_with_tz_naiv); if (unlikely(!__pyx_tuple__40)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1261; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__40);
  __Pyx_GIVEREF(__pyx_tuple__40);

  /* "pandas/tslib.pyx":1272
 * 
 * def _does_string_look_like_datetime(date_string):
 *     if date_string.startswith('0'):             # <<<<<<<<<<<<<<
 *         # Strings starting with 0 are more consistent with a
 *         # date-like string than a number
 */
  __pyx_tuple__41 = PyTuple_Pack(1, __pyx_kp_s_0); if (unlikely(!__pyx_tuple__41)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__41);
  __Pyx_GIVEREF(__pyx_tuple__41);

  /* "pandas/tslib.pyx":1290
 * def parse_datetime_string(date_string, **kwargs):
 *     if not _does_string_look_like_datetime(date_string):
 *         raise ValueError('Given date string not likely a datetime.')             # <<<<<<<<<<<<<<
 * 
 *     dt = parse_date(date_string, **kwargs)
 */
  __pyx_tuple__42 = PyTuple_Pack(1, __pyx_kp_s_Given_date_string_not_likely_a_d); if (unlikely(!__pyx_tuple__42)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__42);
  __Pyx_GIVEREF(__pyx_tuple__42);

  /* "pandas/tslib.pyx":1310
 *     try:
 *         result = np.empty(n, dtype='M8[ns]')
 *         iresult = result.view('i8')             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             val = values[i]
 */
  __pyx_tuple__43 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__43)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__43);
  __Pyx_GIVEREF(__pyx_tuple__43);

  /* "pandas/tslib.pyx":1329
 *                             raise
 *                     else:
 *                         raise ValueError('Tz-aware datetime.datetime cannot '             # <<<<<<<<<<<<<<
 *                                          'be converted to datetime64 unless '
 *                                          'utc=True')
 */
  __pyx_tuple__44 = PyTuple_Pack(1, __pyx_kp_s_Tz_aware_datetime_datetime_canno); if (unlikely(!__pyx_tuple__44)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1329; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__44);
  __Pyx_GIVEREF(__pyx_tuple__44);

  /* "pandas/tslib.pyx":1354
 *                     raise
 *             elif util.is_datetime64_object(val):
 *                 if val is np_NaT or val.view('i8') == iNaT:             # <<<<<<<<<<<<<<
 *                     iresult[i] = iNaT
 *                 else:
 */
  __pyx_tuple__45 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__45)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1354; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__45);
  __Pyx_GIVEREF(__pyx_tuple__45);

  /* "pandas/tslib.pyx":1423
 *         # example
 *         if seen_integer and seen_datetime:
 *             raise ValueError("mixed datetimes and integers in passed array")             # <<<<<<<<<<<<<<
 * 
 *         return result
 */
  __pyx_tuple__46 = PyTuple_Pack(1, __pyx_kp_s_mixed_datetimes_and_integers_in); if (unlikely(!__pyx_tuple__46)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1423; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__46);
  __Pyx_GIVEREF(__pyx_tuple__46);

  /* "pandas/tslib.pyx":1438
 *                 oresult[i] = np.nan
 *             elif util.is_datetime64_object(val):
 *                 if val is np_NaT or val.view('i8') == iNaT:             # <<<<<<<<<<<<<<
 *                     oresult[i] = np.nan
 *                 else:
 */
  __pyx_tuple__47 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__47)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1438; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__47);
  __Pyx_GIVEREF(__pyx_tuple__47);

  /* "pandas/tslib.pyx":1634
 *         if value is None:
 *             if not len(kwargs):
 *                 raise ValueError("cannot construct a TimeDelta without a value/unit or descriptive keywords (days,seconds....)")             # <<<<<<<<<<<<<<
 *             try:
 *                 value = timedelta(**kwargs)
 */
  __pyx_tuple__48 = PyTuple_Pack(1, __pyx_kp_s_cannot_construct_a_TimeDelta_wit); if (unlikely(!__pyx_tuple__48)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1634; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__48);
  __Pyx_GIVEREF(__pyx_tuple__48);

  /* "pandas/tslib.pyx":1638
 *                 value = timedelta(**kwargs)
 *             except (TypeError):
 *                 raise ValueError("cannot construct a TimeDelta from the passed arguments, allowed keywords are "             # <<<<<<<<<<<<<<
 *                                  "[days, seconds, microseconds, milliseconds, minutes, hours, weeks]")
 * 
 */
  __pyx_tuple__49 = PyTuple_Pack(1, __pyx_kp_s_cannot_construct_a_TimeDelta_fro); if (unlikely(!__pyx_tuple__49)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1638; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__49);
  __Pyx_GIVEREF(__pyx_tuple__49);

  /* "pandas/tslib.pyx":1651
 *             if unit is not None:
 *                 value = value.astype('timedelta64[{0}]'.format(unit))
 *             value = value.astype('timedelta64[ns]')             # <<<<<<<<<<<<<<
 *         elif hasattr(value,'delta'):
 *             value = np.timedelta64(_delta_to_nanoseconds(value.delta),'ns')
 */
  __pyx_tuple__50 = PyTuple_Pack(1, __pyx_kp_s_timedelta64_ns); if (unlikely(!__pyx_tuple__50)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1651; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__50);
  __Pyx_GIVEREF(__pyx_tuple__50);

  /* "pandas/tslib.pyx":1660
 *             return NaT
 *         else:
 *             raise ValueError("Value must be Timedelta, string, integer, float, timedelta or convertible")             # <<<<<<<<<<<<<<
 * 
 *         if isinstance(value, np.timedelta64):
 */
  __pyx_tuple__51 = PyTuple_Pack(1, __pyx_kp_s_Value_must_be_Timedelta_string_i); if (unlikely(!__pyx_tuple__51)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1660; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__51);
  __Pyx_GIVEREF(__pyx_tuple__51);

  /* "pandas/tslib.pyx":1663
 * 
 *         if isinstance(value, np.timedelta64):
 *             value = value.view('i8')             # <<<<<<<<<<<<<<
 * 
 *         # nat
 */
  __pyx_tuple__52 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__52)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1663; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__52);
  __Pyx_GIVEREF(__pyx_tuple__52);

  /* "pandas/tslib.pyx":1683
 *     def asm8(self):
 *         """ return a numpy timedelta64 array view of myself """
 *         return np.int64(self.value).view('m8[ns]')             # <<<<<<<<<<<<<<
 * 
 *     @property
 */
  __pyx_tuple__53 = PyTuple_Pack(1, __pyx_kp_s_m8_ns); if (unlikely(!__pyx_tuple__53)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1683; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__53);
  __Pyx_GIVEREF(__pyx_tuple__53);

  /* "pandas/tslib.pyx":1704
 *         elif self._d:
 *            return "D"
 *         raise ValueError("invalid resolution")             # <<<<<<<<<<<<<<
 * 
 *     def round(self, reso):
 */
  __pyx_tuple__54 = PyTuple_Pack(1, __pyx_kp_s_invalid_resolution); if (unlikely(!__pyx_tuple__54)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1704; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__54);
  __Pyx_GIVEREF(__pyx_tuple__54);

  /* "pandas/tslib.pyx":1733
 *            value -= int((3600*self._h + 60*self._m + self._s)*1e9) + frac
 *         else:
 *            raise ValueError("invalid resolution")             # <<<<<<<<<<<<<<
 * 
 *         if self._sign < 0:
 */
  __pyx_tuple__55 = PyTuple_Pack(1, __pyx_kp_s_invalid_resolution); if (unlikely(!__pyx_tuple__55)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1733; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__55);
  __Pyx_GIVEREF(__pyx_tuple__55);

  /* "pandas/tslib.pyx":1948
 *     def _make_invalid(opstr):
 * 
 *         def _invalid(other):             # <<<<<<<<<<<<<<
 *              raise TypeError("cannot perform {opstr} with {typ}".format(opstr=opstr,typ=type(other)))
 * 
 */
  __pyx_tuple__59 = PyTuple_Pack(1, __pyx_n_s_other); if (unlikely(!__pyx_tuple__59)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__59);
  __Pyx_GIVEREF(__pyx_tuple__59);
  __pyx_codeobj__60 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__59, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_invalid, 1948, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__60)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1948; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1962
 *     def _op_unary_method(func, name):
 * 
 *         def f(self):             # <<<<<<<<<<<<<<
 *             return Timedelta(func(self.value), unit='ns')
 *         f.__name__ = name
 */
  __pyx_tuple__61 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__61)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__61);
  __Pyx_GIVEREF(__pyx_tuple__61);
  __pyx_codeobj__62 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__61, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_f, 1962, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__62)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1962; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1987
 *     n = values.shape[0]
 *     result = np.empty(n, dtype='m8[ns]')
 *     iresult = result.view('i8')             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_tuple__63 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__63)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1987; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__63);
  __Pyx_GIVEREF(__pyx_tuple__63);

  /* "pandas/tslib.pyx":2021
 *     elif util.is_datetime64_object(ts):
 *         # only accept a NaT here
 *         if ts.astype('int64') == iNaT:             # <<<<<<<<<<<<<<
 *             return np.timedelta64(iNaT)
 *     elif isinstance(ts, np.timedelta64):
 */
  __pyx_tuple__64 = PyTuple_Pack(1, __pyx_n_s_int64); if (unlikely(!__pyx_tuple__64)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2021; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__64);
  __Pyx_GIVEREF(__pyx_tuple__64);

  /* "pandas/tslib.pyx":2030
 *         else:
 *             if util.is_array(ts):
 *                 ts = ts.astype('int64').item()             # <<<<<<<<<<<<<<
 *             if unit in ['Y','M','W']:
 *                 ts = np.timedelta64(ts, unit)
 */
  __pyx_tuple__65 = PyTuple_Pack(1, __pyx_n_s_int64); if (unlikely(!__pyx_tuple__65)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2030; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__65);
  __Pyx_GIVEREF(__pyx_tuple__65);

  /* "pandas/tslib.pyx":2038
 *     elif is_float_object(ts):
 *         if util.is_array(ts):
 *             ts = ts.astype('int64').item()             # <<<<<<<<<<<<<<
 *         if unit in ['Y','M','W']:
 *             ts = np.timedelta64(int(ts), unit)
 */
  __pyx_tuple__66 = PyTuple_Pack(1, __pyx_n_s_int64); if (unlikely(!__pyx_tuple__66)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2038; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__66);
  __Pyx_GIVEREF(__pyx_tuple__66);

  /* "pandas/tslib.pyx":2058
 *             return np.timedelta64(iNaT)
 *         raise ValueError("Invalid type for timedelta scalar: %s" % type(ts))
 *     return ts.astype('timedelta64[ns]')             # <<<<<<<<<<<<<<
 * 
 * def array_strptime(ndarray[object] values, object fmt, coerce=False):
 */
  __pyx_tuple__67 = PyTuple_Pack(1, __pyx_kp_s_timedelta64_ns); if (unlikely(!__pyx_tuple__67)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2058; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__67);
  __Pyx_GIVEREF(__pyx_tuple__67);

  /* "pandas/tslib.pyx":2069
 * 
 *     global _TimeRE_cache, _regex_cache
 *     with _cache_lock:             # <<<<<<<<<<<<<<
 *         if _getlang() != _TimeRE_cache.locale_time.lang:
 *             _TimeRE_cache = TimeRE()
 */
  __pyx_tuple__70 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_tuple__70)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2069; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__70);
  __Pyx_GIVEREF(__pyx_tuple__70);

  /* "pandas/tslib.pyx":2095
 * 
 *     result = np.empty(n, dtype='M8[ns]')
 *     iresult = result.view('i8')             # <<<<<<<<<<<<<<
 * 
 *     dts.us = dts.ps = dts.as = 0
 */
  __pyx_tuple__71 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__71)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2095; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__71);
  __Pyx_GIVEREF(__pyx_tuple__71);

  /* "pandas/tslib.pyx":2195
 *             elif parse_code == 7:
 *                 hour = int(found_dict['I'])
 *                 ampm = found_dict.get('p', '').lower()             # <<<<<<<<<<<<<<
 *                 # If there was no AM/PM indicator, we'll treat this like AM
 *                 if ampm in ('', locale_time.am_pm[0]):
 */
  __pyx_tuple__72 = PyTuple_Pack(2, __pyx_n_s_p, __pyx_kp_s__5); if (unlikely(!__pyx_tuple__72)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2195; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__72);
  __Pyx_GIVEREF(__pyx_tuple__72);

  /* "pandas/tslib.pyx":2304
 *     unit = get_datetime64_unit(val)
 *     if unit == 3:
 *         raise ValueError('NumPy 1.6.1 business freq not supported')             # <<<<<<<<<<<<<<
 * 
 *     ival = get_datetime64_value(val)
 */
  __pyx_tuple__73 = PyTuple_Pack(1, __pyx_kp_s_NumPy_1_6_1_business_freq_not_su); if (unlikely(!__pyx_tuple__73)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2304; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__73);
  __Pyx_GIVEREF(__pyx_tuple__73);

  /* "pandas/tslib.pyx":2374
 *     unit = get_datetime64_unit(arr.flat[0])
 *     if unit == 3:
 *         raise ValueError('NumPy 1.6.1 business freq not supported')             # <<<<<<<<<<<<<<
 * 
 *     for i in range(n):
 */
  __pyx_tuple__74 = PyTuple_Pack(1, __pyx_kp_s_NumPy_1_6_1_business_freq_not_su); if (unlikely(!__pyx_tuple__74)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2374; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__74);
  __Pyx_GIVEREF(__pyx_tuple__74);

  /* "pandas/tslib.pyx":2448
 *             pos = trans.searchsorted(vals[0]) - 1
 *             if pos < 0:
 *                 raise ValueError('First time before start of DST info')             # <<<<<<<<<<<<<<
 * 
 *             offset = deltas[pos]
 */
  __pyx_tuple__75 = PyTuple_Pack(1, __pyx_kp_s_First_time_before_start_of_DST_i); if (unlikely(!__pyx_tuple__75)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2448; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__75);
  __Pyx_GIVEREF(__pyx_tuple__75);

  /* "pandas/tslib.pyx":2480
 *     pos = trans.searchsorted(utc_dates[0]) - 1
 *     if pos < 0:
 *         raise ValueError('First time before start of DST info')             # <<<<<<<<<<<<<<
 * 
 *     # TODO: this assumed sortedness :/
 */
  __pyx_tuple__76 = PyTuple_Pack(1, __pyx_kp_s_First_time_before_start_of_DST_i); if (unlikely(!__pyx_tuple__76)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2480; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__76);
  __Pyx_GIVEREF(__pyx_tuple__76);

  /* "pandas/tslib.pyx":2520
 *         pos = trans.searchsorted(val, side='right') - 1
 *         if pos < 0:
 *             raise ValueError('First time before start of DST info')             # <<<<<<<<<<<<<<
 *         offset = deltas[pos]
 *         utc_date = val - offset
 */
  __pyx_tuple__77 = PyTuple_Pack(1, __pyx_kp_s_First_time_before_start_of_DST_i); if (unlikely(!__pyx_tuple__77)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2520; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__77);
  __Pyx_GIVEREF(__pyx_tuple__77);

  /* "pandas/tslib.pyx":2539
 *     pos = trans.searchsorted(utc_date, side='right') - 1
 *     if pos < 0:
 *         raise ValueError('First time before start of DST info')             # <<<<<<<<<<<<<<
 * 
 *     offset = deltas[pos]
 */
  __pyx_tuple__78 = PyTuple_Pack(1, __pyx_kp_s_First_time_before_start_of_DST_i); if (unlikely(!__pyx_tuple__78)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2539; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__78);
  __Pyx_GIVEREF(__pyx_tuple__78);

  /* "pandas/tslib.pyx":2577
 *     elif isinstance(tz, _dateutil_tzfile):
 *         if '.tar.gz' in tz._filename:
 *             raise ValueError('Bad tz filename. Dateutil on python 3 on windows has a bug which causes tzfile._filename to be the same for all '             # <<<<<<<<<<<<<<
 *                              'timezone files. Please construct dateutil timezones implicitly by passing a string like "dateutil/Europe/London" '
 *                              'when you construct your pandas objects instead of passing a timezone object. See https://github.com/pydata/pandas/pull/7362')
 */
  __pyx_tuple__79 = PyTuple_Pack(1, __pyx_kp_s_Bad_tz_filename_Dateutil_on_pyth); if (unlikely(!__pyx_tuple__79)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2577; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__79);
  __Pyx_GIVEREF(__pyx_tuple__79);

  /* "pandas/tslib.pyx":2596
 *         if _treat_tz_as_pytz(tz):
 *             arr = np.array(tz._utc_transition_times, dtype='M8[ns]')
 *             arr = arr.view('i8')             # <<<<<<<<<<<<<<
 *             try:
 *                 if tz._utc_transition_times[0].year == 1:
 */
  __pyx_tuple__80 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__80)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2596; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__80);
  __Pyx_GIVEREF(__pyx_tuple__80);

  /* "pandas/tslib.pyx":2607
 *                 trans_list = _get_utc_trans_times_from_dateutil_tz(tz)
 *                 arr = np.hstack([np.array([0], dtype='M8[s]'), # place holder for first item
 *                                  np.array(trans_list, dtype='M8[s]')]).astype('M8[ns]')  # all trans listed             # <<<<<<<<<<<<<<
 *                 arr = arr.view('i8')
 *                 arr[0] = NPY_NAT + 1
 */
  __pyx_tuple__81 = PyTuple_Pack(1, __pyx_kp_s_M8_ns); if (unlikely(!__pyx_tuple__81)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2607; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__81);
  __Pyx_GIVEREF(__pyx_tuple__81);

  /* "pandas/tslib.pyx":2608
 *                 arr = np.hstack([np.array([0], dtype='M8[s]'), # place holder for first item
 *                                  np.array(trans_list, dtype='M8[s]')]).astype('M8[ns]')  # all trans listed
 *                 arr = arr.view('i8')             # <<<<<<<<<<<<<<
 *                 arr[0] = NPY_NAT + 1
 *             elif _is_fixed_offset(tz):
 */
  __pyx_tuple__82 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__82)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2608; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__82);
  __Pyx_GIVEREF(__pyx_tuple__82);

  /* "pandas/tslib.pyx":2706
 * 
 *     if not have_pytz:
 *         raise Exception("Could not find pytz module")             # <<<<<<<<<<<<<<
 * 
 *     if tz == UTC or tz is None:
 */
  __pyx_tuple__83 = PyTuple_Pack(1, __pyx_kp_s_Could_not_find_pytz_module); if (unlikely(!__pyx_tuple__83)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2706; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__83);
  __Pyx_GIVEREF(__pyx_tuple__83);

  /* "pandas/tslib.pyx":2731
 *         is_dst = True
 *         if len(ambiguous) != len(vals):
 *             raise ValueError("Length of ambiguous bool-array must be the same size as vals")             # <<<<<<<<<<<<<<
 * 
 *     trans = _get_transitions(tz)  # transition dates
 */
  __pyx_tuple__84 = PyTuple_Pack(1, __pyx_kp_s_Length_of_ambiguous_bool_array_m); if (unlikely(!__pyx_tuple__84)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2731; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__84);
  __Pyx_GIVEREF(__pyx_tuple__84);

  /* "pandas/tslib.pyx":2882
 *     count = len(dtindex)
 * 
 *     sa_dtype = [('Y', 'i4'), # year             # <<<<<<<<<<<<<<
 *                 ('M', 'i4'), # month
 *                 ('D', 'i4'), # day
 */
  __pyx_tuple__85 = PyTuple_Pack(2, __pyx_n_s_Y, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__85)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2882; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__85);
  __Pyx_GIVEREF(__pyx_tuple__85);

  /* "pandas/tslib.pyx":2883
 * 
 *     sa_dtype = [('Y', 'i4'), # year
 *                 ('M', 'i4'), # month             # <<<<<<<<<<<<<<
 *                 ('D', 'i4'), # day
 *                 ('h', 'i4'), # hour
 */
  __pyx_tuple__86 = PyTuple_Pack(2, __pyx_n_s_M, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__86)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2883; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__86);
  __Pyx_GIVEREF(__pyx_tuple__86);

  /* "pandas/tslib.pyx":2884
 *     sa_dtype = [('Y', 'i4'), # year
 *                 ('M', 'i4'), # month
 *                 ('D', 'i4'), # day             # <<<<<<<<<<<<<<
 *                 ('h', 'i4'), # hour
 *                 ('m', 'i4'), # min
 */
  __pyx_tuple__87 = PyTuple_Pack(2, __pyx_n_s_D, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__87)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2884; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__87);
  __Pyx_GIVEREF(__pyx_tuple__87);

  /* "pandas/tslib.pyx":2885
 *                 ('M', 'i4'), # month
 *                 ('D', 'i4'), # day
 *                 ('h', 'i4'), # hour             # <<<<<<<<<<<<<<
 *                 ('m', 'i4'), # min
 *                 ('s', 'i4'), # second
 */
  __pyx_tuple__88 = PyTuple_Pack(2, __pyx_n_s_h_2, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__88)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2885; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__88);
  __Pyx_GIVEREF(__pyx_tuple__88);

  /* "pandas/tslib.pyx":2886
 *                 ('D', 'i4'), # day
 *                 ('h', 'i4'), # hour
 *                 ('m', 'i4'), # min             # <<<<<<<<<<<<<<
 *                 ('s', 'i4'), # second
 *                 ('u', 'i4')] # microsecond
 */
  __pyx_tuple__89 = PyTuple_Pack(2, __pyx_n_s_m_2, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__89)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2886; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__89);
  __Pyx_GIVEREF(__pyx_tuple__89);

  /* "pandas/tslib.pyx":2887
 *                 ('h', 'i4'), # hour
 *                 ('m', 'i4'), # min
 *                 ('s', 'i4'), # second             # <<<<<<<<<<<<<<
 *                 ('u', 'i4')] # microsecond
 * 
 */
  __pyx_tuple__90 = PyTuple_Pack(2, __pyx_n_s_s_2, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__90)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2887; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__90);
  __Pyx_GIVEREF(__pyx_tuple__90);

  /* "pandas/tslib.pyx":2888
 *                 ('m', 'i4'), # min
 *                 ('s', 'i4'), # second
 *                 ('u', 'i4')] # microsecond             # <<<<<<<<<<<<<<
 * 
 *     out = np.empty(count, dtype=sa_dtype)
 */
  __pyx_tuple__91 = PyTuple_Pack(2, __pyx_n_s_u, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__91)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2888; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__91);
  __Pyx_GIVEREF(__pyx_tuple__91);

  /* "pandas/tslib.pyx":3112
 *         # other offests use month, startingMonth as ending month of year.
 * 
 *         if (freqstr[0:2] in ['MS', 'QS', 'AS']) or (freqstr[1:3] in ['MS', 'QS', 'AS']):             # <<<<<<<<<<<<<<
 *             end_month = 12 if month_kw == 1 else month_kw - 1
 *             start_month = month_kw
 */
  __pyx_slice__92 = PySlice_New(__pyx_int_0, __pyx_int_2, Py_None); if (unlikely(!__pyx_slice__92)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__92);
  __Pyx_GIVEREF(__pyx_slice__92);
  __pyx_slice__93 = PySlice_New(__pyx_int_1, __pyx_int_3, Py_None); if (unlikely(!__pyx_slice__93)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3112; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__93);
  __Pyx_GIVEREF(__pyx_slice__93);

  /* "pandas/tslib.pyx":3434
 * 
 *     if month < 1 or month > 12:
 *         raise ValueError("bad month number 0; must be 1-12")             # <<<<<<<<<<<<<<
 * 
 *     days = days_per_month_table[is_leapyear(year)][month-1]
 */
  __pyx_tuple__94 = PyTuple_Pack(1, __pyx_kp_s_bad_month_number_0_must_be_1_12); if (unlikely(!__pyx_tuple__94)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3434; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__94);
  __Pyx_GIVEREF(__pyx_tuple__94);

  /* "pandas/tslib.pyx":3469
 * 
 *     if not have_pytz:
 *         raise Exception('Could not find pytz module')             # <<<<<<<<<<<<<<
 * 
 *     if _is_utc(tz):
 */
  __pyx_tuple__95 = PyTuple_Pack(1, __pyx_kp_s_Could_not_find_pytz_module); if (unlikely(!__pyx_tuple__95)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3469; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__95);
  __Pyx_GIVEREF(__pyx_tuple__95);

  /* "pandas/tslib.pyx":3675
 * 
 *     if retval == INT32_MIN:
 *         raise ValueError('Frequency conversion failed')             # <<<<<<<<<<<<<<
 * 
 *     return retval
 */
  __pyx_tuple__96 = PyTuple_Pack(1, __pyx_kp_s_Frequency_conversion_failed); if (unlikely(!__pyx_tuple__96)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3675; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__96);
  __Pyx_GIVEREF(__pyx_tuple__96);

  /* "pandas/tslib.pyx":3710
 *                 val = func(val, relation, &finfo)
 *                 if val == INT32_MIN:
 *                     raise ValueError("Unable to convert to desired frequency.")             # <<<<<<<<<<<<<<
 *             result[i] = val
 *     else:
 */
  __pyx_tuple__97 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_to_desired_fre); if (unlikely(!__pyx_tuple__97)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3710; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__97);
  __Pyx_GIVEREF(__pyx_tuple__97);

  /* "pandas/tslib.pyx":3716
 *             val = func(arr[i], relation, &finfo)
 *             if val == INT32_MIN:
 *                 raise ValueError("Unable to convert to desired frequency.")             # <<<<<<<<<<<<<<
 *             result[i] = val
 * 
 */
  __pyx_tuple__98 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_convert_to_desired_fre); if (unlikely(!__pyx_tuple__98)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3716; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__98);
  __Pyx_GIVEREF(__pyx_tuple__98);

  /* "pandas/tslib.pyx":3813
 * 
 *     if PyUnicode_Check(fmt):
 *         fmt = fmt.encode('utf-8')             # <<<<<<<<<<<<<<
 * 
 *     get_date_info(value, freq, &dinfo)
 */
  __pyx_tuple__99 = PyTuple_Pack(1, __pyx_kp_s_utf_8); if (unlikely(!__pyx_tuple__99)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3813; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__99);
  __Pyx_GIVEREF(__pyx_tuple__99);

  /* "pandas/tslib.pyx":3831
 *         if found_pat[i]:
 *             if get_yq(value, freq, &quarter, &year) < 0:
 *                 raise ValueError('Unable to get quarter and year')             # <<<<<<<<<<<<<<
 * 
 *             if i == 0:
 */
  __pyx_tuple__100 = PyTuple_Pack(1, __pyx_kp_s_Unable_to_get_quarter_and_year); if (unlikely(!__pyx_tuple__100)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3831; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__100);
  __Pyx_GIVEREF(__pyx_tuple__100);

  /* "pandas/tslib.pyx":3849
 * 
 *     if PY2:
 *         result = result.decode('utf-8', 'ignore')             # <<<<<<<<<<<<<<
 * 
 *     return result
 */
  __pyx_tuple__101 = PyTuple_Pack(2, __pyx_kp_s_utf_8, __pyx_n_s_ignore); if (unlikely(!__pyx_tuple__101)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3849; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__101);
  __Pyx_GIVEREF(__pyx_tuple__101);

  /* "pandas/tslib.pyx":4114
 *         self.__calc_date_time()
 *         if _getlang() != self.lang:
 *             raise ValueError("locale changed during initialization")             # <<<<<<<<<<<<<<
 * 
 *     def __pad(self, seq, front):
 */
  __pyx_tuple__102 = PyTuple_Pack(1, __pyx_kp_s_locale_changed_during_initializa); if (unlikely(!__pyx_tuple__102)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4114; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__102);
  __Pyx_GIVEREF(__pyx_tuple__102);

  /* "pandas/tslib.pyx":4120
 *         seq = list(seq)
 *         if front:
 *             seq.insert(0, '')             # <<<<<<<<<<<<<<
 *         else:
 *             seq.append('')
 */
  __pyx_tuple__103 = PyTuple_Pack(2, __pyx_int_0, __pyx_kp_s__5); if (unlikely(!__pyx_tuple__103)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4120; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__103);
  __Pyx_GIVEREF(__pyx_tuple__103);

  /* "pandas/tslib.pyx":4147
 *         # static date was needed.
 *         am_pm = []
 *         for hour in (01,22):             # <<<<<<<<<<<<<<
 *             time_tuple = time.struct_time((1999,3,17,hour,44,55,2,76,0))
 *             am_pm.append(time.strftime("%p", time_tuple).lower())
 */
  __pyx_tuple__104 = PyTuple_Pack(2, __pyx_int_1, __pyx_int_22); if (unlikely(!__pyx_tuple__104)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4147; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__104);
  __Pyx_GIVEREF(__pyx_tuple__104);

  /* "pandas/tslib.pyx":4160
 *         # values within the format string is very important; it eliminates
 *         # possible ambiguity for what something represents.
 *         time_tuple = time.struct_time((1999,3,17,22,44,55,2,76,0))             # <<<<<<<<<<<<<<
 *         date_time = [None, None, None]
 *         date_time[0] = time.strftime("%c", time_tuple).lower()
 */
  __pyx_tuple__105 = PyTuple_Pack(9, __pyx_int_1999, __pyx_int_3, __pyx_int_17, __pyx_int_22, __pyx_int_44, __pyx_int_55, __pyx_int_2, __pyx_int_76, __pyx_int_0); if (unlikely(!__pyx_tuple__105)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__105);
  __Pyx_GIVEREF(__pyx_tuple__105);
  __pyx_tuple__106 = PyTuple_Pack(1, __pyx_tuple__105); if (unlikely(!__pyx_tuple__106)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4160; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__106);
  __Pyx_GIVEREF(__pyx_tuple__106);

  /* "pandas/tslib.pyx":4165
 *         date_time[1] = time.strftime("%x", time_tuple).lower()
 *         date_time[2] = time.strftime("%X", time_tuple).lower()
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 *                     (self.f_month[3], '%B'), (self.a_weekday[2], '%a'),
 *                     (self.a_month[3], '%b'), (self.am_pm[1], '%p'),
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  __pyx_tuple__108 = PyTuple_Pack(2, __pyx_kp_s__69, __pyx_kp_s__107); if (unlikely(!__pyx_tuple__108)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4165; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__108);
  __Pyx_GIVEREF(__pyx_tuple__108);

  /* "pandas/tslib.pyx":4168
 *                     (self.f_month[3], '%B'), (self.a_weekday[2], '%a'),
 *                     (self.a_month[3], '%b'), (self.am_pm[1], '%p'),
 *                     ('1999', '%Y'), ('99', '%y'), ('22', '%H'),             # <<<<<<<<<<<<<<
 *                     ('44', '%M'), ('55', '%S'), ('76', '%j'),
 *                     ('17', '%d'), ('03', '%m'), ('3', '%m'),
 */
  __pyx_tuple__109 = PyTuple_Pack(2, __pyx_kp_s_1999, __pyx_kp_s_Y_2); if (unlikely(!__pyx_tuple__109)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__109);
  __Pyx_GIVEREF(__pyx_tuple__109);
  __pyx_tuple__110 = PyTuple_Pack(2, __pyx_kp_s_99, __pyx_kp_s_y_2); if (unlikely(!__pyx_tuple__110)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__110);
  __Pyx_GIVEREF(__pyx_tuple__110);
  __pyx_tuple__111 = PyTuple_Pack(2, __pyx_kp_s_22, __pyx_kp_s_H_2); if (unlikely(!__pyx_tuple__111)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4168; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__111);
  __Pyx_GIVEREF(__pyx_tuple__111);

  /* "pandas/tslib.pyx":4169
 *                     (self.a_month[3], '%b'), (self.am_pm[1], '%p'),
 *                     ('1999', '%Y'), ('99', '%y'), ('22', '%H'),
 *                     ('44', '%M'), ('55', '%S'), ('76', '%j'),             # <<<<<<<<<<<<<<
 *                     ('17', '%d'), ('03', '%m'), ('3', '%m'),
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 */
  __pyx_tuple__112 = PyTuple_Pack(2, __pyx_kp_s_44, __pyx_kp_s_M_2); if (unlikely(!__pyx_tuple__112)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__112);
  __Pyx_GIVEREF(__pyx_tuple__112);
  __pyx_tuple__113 = PyTuple_Pack(2, __pyx_kp_s_55, __pyx_kp_s_S_2); if (unlikely(!__pyx_tuple__113)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__113);
  __Pyx_GIVEREF(__pyx_tuple__113);
  __pyx_tuple__114 = PyTuple_Pack(2, __pyx_kp_s_76, __pyx_kp_s_j_2); if (unlikely(!__pyx_tuple__114)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4169; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__114);
  __Pyx_GIVEREF(__pyx_tuple__114);

  /* "pandas/tslib.pyx":4170
 *                     ('1999', '%Y'), ('99', '%y'), ('22', '%H'),
 *                     ('44', '%M'), ('55', '%S'), ('76', '%j'),
 *                     ('17', '%d'), ('03', '%m'), ('3', '%m'),             # <<<<<<<<<<<<<<
 *                     # '3' needed for when no leading zero.
 *                     ('2', '%w'), ('10', '%I')]
 */
  __pyx_tuple__115 = PyTuple_Pack(2, __pyx_kp_s_17, __pyx_kp_s_d_3); if (unlikely(!__pyx_tuple__115)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__115);
  __Pyx_GIVEREF(__pyx_tuple__115);
  __pyx_tuple__116 = PyTuple_Pack(2, __pyx_kp_s_03, __pyx_kp_s_m_3); if (unlikely(!__pyx_tuple__116)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__116);
  __Pyx_GIVEREF(__pyx_tuple__116);
  __pyx_tuple__117 = PyTuple_Pack(2, __pyx_kp_s_3, __pyx_kp_s_m_3); if (unlikely(!__pyx_tuple__117)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4170; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__117);

  /* "pandas/tslib.pyx":4172
 *                     ('17', '%d'), ('03', '%m'), ('3', '%m'),
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 *                     ('2', '%w'), ('10', '%I')]             # <<<<<<<<<<<<<<
 *         replacement_pairs.extend([(tz, "%Z") for tz_values in self.timezone
 *                                                 for tz in tz_values])
 */
  __pyx_tuple__118 = PyTuple_Pack(2, __pyx_kp_s_2, __pyx_kp_s_w_2); if (unlikely(!__pyx_tuple__118)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__118);
  __Pyx_GIVEREF(__pyx_tuple__118);
  __pyx_tuple__119 = PyTuple_Pack(2, __pyx_kp_s_10, __pyx_kp_s_I_2); if (unlikely(!__pyx_tuple__119)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4172; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__119);
  __Pyx_GIVEREF(__pyx_tuple__119);

  /* "pandas/tslib.pyx":4175
 *         replacement_pairs.extend([(tz, "%Z") for tz_values in self.timezone
 *                                                 for tz in tz_values])
 *         for offset,directive in ((0,'%c'), (1,'%x'), (2,'%X')):             # <<<<<<<<<<<<<<
 *             current_format = date_time[offset]
 *             for old, new in replacement_pairs:
 */
  __pyx_tuple__120 = PyTuple_Pack(2, __pyx_int_0, __pyx_kp_s_c); if (unlikely(!__pyx_tuple__120)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__120);
  __Pyx_GIVEREF(__pyx_tuple__120);
  __pyx_tuple__121 = PyTuple_Pack(2, __pyx_int_1, __pyx_kp_s_x); if (unlikely(!__pyx_tuple__121)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__121);
  __Pyx_GIVEREF(__pyx_tuple__121);
  __pyx_tuple__122 = PyTuple_Pack(2, __pyx_int_2, __pyx_kp_s_X); if (unlikely(!__pyx_tuple__122)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__122);
  __Pyx_GIVEREF(__pyx_tuple__122);
  __pyx_tuple__123 = PyTuple_Pack(3, __pyx_tuple__120, __pyx_tuple__121, __pyx_tuple__122); if (unlikely(!__pyx_tuple__123)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4175; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__123);
  __Pyx_GIVEREF(__pyx_tuple__123);

  /* "pandas/tslib.pyx":4187
 *             # 2005-01-03 occurs before the first Monday of the year.  Otherwise
 *             # %U is used.
 *             time_tuple = time.struct_time((1999,1,3,1,1,1,6,3,0))             # <<<<<<<<<<<<<<
 *             if '00' in time.strftime(directive, time_tuple):
 *                 U_W = '%W'
 */
  __pyx_tuple__124 = PyTuple_Pack(9, __pyx_int_1999, __pyx_int_1, __pyx_int_3, __pyx_int_1, __pyx_int_1, __pyx_int_1, __pyx_int_6, __pyx_int_3, __pyx_int_0); if (unlikely(!__pyx_tuple__124)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__124);
  __Pyx_GIVEREF(__pyx_tuple__124);
  __pyx_tuple__125 = PyTuple_Pack(1, __pyx_tuple__124); if (unlikely(!__pyx_tuple__125)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4187; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__125);
  __Pyx_GIVEREF(__pyx_tuple__125);

  /* "pandas/tslib.pyx":4246
 *             'A': self.__seqToRE(self.locale_time.f_weekday, 'A'),
 *             'a': self.__seqToRE(self.locale_time.a_weekday, 'a'),
 *             'B': self.__seqToRE(self.locale_time.f_month[1:], 'B'),             # <<<<<<<<<<<<<<
 *             'b': self.__seqToRE(self.locale_time.a_month[1:], 'b'),
 *             'p': self.__seqToRE(self.locale_time.am_pm, 'p'),
 */
  __pyx_slice__126 = PySlice_New(__pyx_int_1, Py_None, Py_None); if (unlikely(!__pyx_slice__126)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4246; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__126);
  __Pyx_GIVEREF(__pyx_slice__126);

  /* "pandas/tslib.pyx":4247
 *             'a': self.__seqToRE(self.locale_time.a_weekday, 'a'),
 *             'B': self.__seqToRE(self.locale_time.f_month[1:], 'B'),
 *             'b': self.__seqToRE(self.locale_time.a_month[1:], 'b'),             # <<<<<<<<<<<<<<
 *             'p': self.__seqToRE(self.locale_time.am_pm, 'p'),
 *             'Z': self.__seqToRE((tz for tz_names in self.locale_time.timezone
 */
  __pyx_slice__127 = PySlice_New(__pyx_int_1, Py_None, Py_None); if (unlikely(!__pyx_slice__127)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4247; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_slice__127);
  __Pyx_GIVEREF(__pyx_slice__127);

  /* "pandas/tslib.pyx":4253
 *                                 'Z'),
 *             '%': '%'})
 *         base.__setitem__('W', base.__getitem__('U').replace('U', 'W'))             # <<<<<<<<<<<<<<
 *         base.__setitem__('c', self.pattern(self.locale_time.LC_date_time))
 *         base.__setitem__('x', self.pattern(self.locale_time.LC_date))
 */
  __pyx_tuple__128 = PyTuple_Pack(1, __pyx_n_s_U); if (unlikely(!__pyx_tuple__128)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__128);
  __Pyx_GIVEREF(__pyx_tuple__128);
  __pyx_tuple__129 = PyTuple_Pack(2, __pyx_n_s_U, __pyx_n_s_W); if (unlikely(!__pyx_tuple__129)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4253; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__129);
  __Pyx_GIVEREF(__pyx_tuple__129);

  /* "pandas/tslib.pyx":4288
 *         # as regex syntax.  Cannot use re.escape since we have to deal with
 *         # format directives (%m, etc.).
 *         regex_chars = re_compile(r"([\\.^$*+?\(\){}\[\]|])")             # <<<<<<<<<<<<<<
 *         format = regex_chars.sub(r"\\\1", format)
 *         whitespace_replacement = re_compile('\s+')
 */
  __pyx_tuple__132 = PyTuple_Pack(1, __pyx_kp_s__131); if (unlikely(!__pyx_tuple__132)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__132);
  __Pyx_GIVEREF(__pyx_tuple__132);

  /* "pandas/tslib.pyx":4290
 *         regex_chars = re_compile(r"([\\.^$*+?\(\){}\[\]|])")
 *         format = regex_chars.sub(r"\\\1", format)
 *         whitespace_replacement = re_compile('\s+')             # <<<<<<<<<<<<<<
 *         format = whitespace_replacement.sub('\s+', format)
 *         while '%' in format:
 */
  __pyx_tuple__133 = PyTuple_Pack(1, __pyx_kp_s_s_4); if (unlikely(!__pyx_tuple__133)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4290; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__133);
  __Pyx_GIVEREF(__pyx_tuple__133);

  /* "pandas/tslib.pyx":4293
 *         format = whitespace_replacement.sub('\s+', format)
 *         while '%' in format:
 *             directive_index = format.index('%')+1             # <<<<<<<<<<<<<<
 *             processed_format = "%s%s%s" % (processed_format,
 *                                            format[:directive_index-1],
 */
  __pyx_tuple__134 = PyTuple_Pack(1, __pyx_kp_s__69); if (unlikely(!__pyx_tuple__134)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4293; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__134);
  __Pyx_GIVEREF(__pyx_tuple__134);

  /* "numpy.pxd":217
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 */
  __pyx_tuple__135 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__135)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 217; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__135);
  __Pyx_GIVEREF(__pyx_tuple__135);

  /* "numpy.pxd":221
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")             # <<<<<<<<<<<<<<
 * 
 *             info.buf = PyArray_DATA(self)
 */
  __pyx_tuple__136 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__136)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 221; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__136);
  __Pyx_GIVEREF(__pyx_tuple__136);

  /* "numpy.pxd":259
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 */
  __pyx_tuple__137 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__137)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 259; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__137);
  __Pyx_GIVEREF(__pyx_tuple__137);

  /* "numpy.pxd":803
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")             # <<<<<<<<<<<<<<
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 */
  __pyx_tuple__138 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__138)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 803; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__138);
  __Pyx_GIVEREF(__pyx_tuple__138);

  /* "numpy.pxd":807
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *             # One could encode it in the format string and have Cython
 *             # complain instead, BUT: < and > in format strings also imply
 */
  __pyx_tuple__139 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__139)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 807; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__139);
  __Pyx_GIVEREF(__pyx_tuple__139);

  /* "numpy.pxd":827
 *             t = child.type_num
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")             # <<<<<<<<<<<<<<
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 */
  __pyx_tuple__140 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__140)) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 827; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__140);
  __Pyx_GIVEREF(__pyx_tuple__140);

  /* "util.pxd":40
 *         i += sz
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     return get_value_1d(arr, i)
 */
  __pyx_tuple__141 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__141)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 40; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__141);
  __Pyx_GIVEREF(__pyx_tuple__141);

  /* "util.pxd":57
 *         i += sz
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     assign_value_1d(arr, i, value)
 */
  __pyx_tuple__142 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__142)) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 57; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__142);
  __Pyx_GIVEREF(__pyx_tuple__142);

  /* "pandas/tslib.pyx":62
 * 
 * # < numpy 1.7 compat for NaT
 * compat_NaT = np.array([NPY_NAT]).astype('m8[ns]').item()             # <<<<<<<<<<<<<<
 * 
 * # numpy actual nat object
 */
  __pyx_tuple__143 = PyTuple_Pack(1, __pyx_kp_s_m8_ns); if (unlikely(!__pyx_tuple__143)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 62; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__143);
  __Pyx_GIVEREF(__pyx_tuple__143);

  /* "pandas/tslib.pyx":65
 * 
 * # numpy actual nat object
 * np_NaT = np.datetime64('NaT')             # <<<<<<<<<<<<<<
 * 
 * try:
 */
  __pyx_tuple__144 = PyTuple_Pack(1, __pyx_n_s_NaT); if (unlikely(!__pyx_tuple__144)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 65; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__144);
  __Pyx_GIVEREF(__pyx_tuple__144);

  /* "pandas/tslib.pyx":88
 *                     dts.min, dts.sec, dts.us, tz)
 * 
 * def ints_to_pydatetime(ndarray[int64_t] arr, tz=None, offset=None, box=False):             # <<<<<<<<<<<<<<
 *     # convert an i8 repr to an ndarray of datetimes or Timestamp (if box == True)
 * 
 */
  __pyx_tuple__145 = PyTuple_Pack(16, __pyx_n_s_arr, __pyx_n_s_tz, __pyx_n_s_offset, __pyx_n_s_box, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_dts, __pyx_n_s_dt, __pyx_n_s_value, __pyx_n_s_result, __pyx_n_s_func_create, __pyx_n_s_to_offset, __pyx_n_s_trans, __pyx_n_s_deltas, __pyx_n_s_pos, __pyx_n_s_new_tz); if (unlikely(!__pyx_tuple__145)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__145);
  __Pyx_GIVEREF(__pyx_tuple__145);
  __pyx_codeobj__146 = (PyObject*)__Pyx_PyCode_New(4, 0, 16, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__145, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_ints_to_pydatetime, 88, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__146)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":159
 *     return result
 * 
 * def ints_to_pytimedelta(ndarray[int64_t] arr, box=False):             # <<<<<<<<<<<<<<
 *     # convert an i8 repr to an ndarray of timedelta or Timedelta (if box == True)
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 */
  __pyx_tuple__147 = PyTuple_Pack(6, __pyx_n_s_arr, __pyx_n_s_box, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_value, __pyx_n_s_result); if (unlikely(!__pyx_tuple__147)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__147);
  __Pyx_GIVEREF(__pyx_tuple__147);
  __pyx_codeobj__148 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__147, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_ints_to_pytimedelta, 159, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__148)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 159; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":198
 * 
 * 
 * _zero_time = datetime_time(0, 0)             # <<<<<<<<<<<<<<
 * 
 * # Python front end to C extension type _Timestamp
 */
  __pyx_tuple__149 = PyTuple_Pack(2, __pyx_int_0, __pyx_int_0); if (unlikely(!__pyx_tuple__149)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 198; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__149);
  __Pyx_GIVEREF(__pyx_tuple__149);

  /* "pandas/tslib.pyx":210
 * 
 *     @classmethod
 *     def fromordinal(cls, ordinal, offset=None, tz=None):             # <<<<<<<<<<<<<<
 *         """ passed an ordinal, translate and convert to a ts
 *             note: by definition there cannot be any tz info on the ordinal itself """
 */
  __pyx_tuple__150 = PyTuple_Pack(4, __pyx_n_s_cls, __pyx_n_s_ordinal, __pyx_n_s_offset, __pyx_n_s_tz); if (unlikely(!__pyx_tuple__150)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__150);
  __Pyx_GIVEREF(__pyx_tuple__150);
  __pyx_codeobj__151 = (PyObject*)__Pyx_PyCode_New(4, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__150, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_fromordinal, 210, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__151)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_tuple__152 = PyTuple_Pack(2, ((PyObject *)Py_None), ((PyObject *)Py_None)); if (unlikely(!__pyx_tuple__152)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 210; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__152);
  __Pyx_GIVEREF(__pyx_tuple__152);

  /* "pandas/tslib.pyx":216
 * 
 *     @classmethod
 *     def now(cls, tz=None):             # <<<<<<<<<<<<<<
 *         """ compat now with datetime """
 *         if isinstance(tz, basestring):
 */
  __pyx_tuple__153 = PyTuple_Pack(2, __pyx_n_s_cls, __pyx_n_s_tz); if (unlikely(!__pyx_tuple__153)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__153);
  __Pyx_GIVEREF(__pyx_tuple__153);
  __pyx_codeobj__154 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__153, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_now, 216, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__154)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_tuple__155 = PyTuple_Pack(1, ((PyObject *)Py_None)); if (unlikely(!__pyx_tuple__155)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__155);
  __Pyx_GIVEREF(__pyx_tuple__155);

  /* "pandas/tslib.pyx":223
 * 
 *     @classmethod
 *     def today(cls):             # <<<<<<<<<<<<<<
 *         """ compat today with datetime """
 *         return cls(datetime.today())
 */
  __pyx_tuple__156 = PyTuple_Pack(1, __pyx_n_s_cls); if (unlikely(!__pyx_tuple__156)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__156);
  __Pyx_GIVEREF(__pyx_tuple__156);
  __pyx_codeobj__157 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__156, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_today, 223, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__157)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 223; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":228
 * 
 *     @classmethod
 *     def utcnow(cls):             # <<<<<<<<<<<<<<
 *         return cls.now('UTC')
 * 
 */
  __pyx_tuple__158 = PyTuple_Pack(1, __pyx_n_s_cls); if (unlikely(!__pyx_tuple__158)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__158);
  __Pyx_GIVEREF(__pyx_tuple__158);
  __pyx_codeobj__159 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__158, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_utcnow, 228, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__159)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 228; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":232
 * 
 * 
 *     def __new__(cls, object ts_input, object offset=None, tz=None, unit=None):             # <<<<<<<<<<<<<<
 *         cdef _TSObject ts
 *         cdef _Timestamp ts_base
 */
  __pyx_tuple__160 = PyTuple_Pack(8, __pyx_n_s_cls, __pyx_n_s_ts_input, __pyx_n_s_offset, __pyx_n_s_tz, __pyx_n_s_unit, __pyx_n_s_ts, __pyx_n_s_ts_base, __pyx_n_s_to_offset); if (unlikely(!__pyx_tuple__160)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__160);
  __Pyx_GIVEREF(__pyx_tuple__160);
  __pyx_codeobj__161 = (PyObject*)__Pyx_PyCode_New(5, 0, 8, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__160, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_new, 232, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__161)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_tuple__162 = PyTuple_Pack(3, ((PyObject *)Py_None), ((PyObject *)Py_None), ((PyObject *)Py_None)); if (unlikely(!__pyx_tuple__162)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 232; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__162);
  __Pyx_GIVEREF(__pyx_tuple__162);

  /* "pandas/tslib.pyx":257
 *         return ts_base
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         stamp = self._repr_base
 *         zone = None
 */
  __pyx_tuple__163 = PyTuple_Pack(6, __pyx_n_s_self, __pyx_n_s_stamp, __pyx_n_s_zone, __pyx_n_s_year2000, __pyx_n_s_tz, __pyx_n_s_offset); if (unlikely(!__pyx_tuple__163)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__163);
  __Pyx_GIVEREF(__pyx_tuple__163);
  __pyx_codeobj__164 = (PyObject*)__Pyx_PyCode_New(1, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__163, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_repr, 257, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__164)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 257; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":282
 * 
 *     @property
 *     def _date_repr(self):             # <<<<<<<<<<<<<<
 *         # Ideal here would be self.strftime("%Y-%m-%d"), but
 *         # the datetime strftime() methods require year >= 1900
 */
  __pyx_tuple__165 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__165)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__165);
  __Pyx_GIVEREF(__pyx_tuple__165);
  __pyx_codeobj__166 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__165, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_date_repr, 282, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__166)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 282; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":288
 * 
 *     @property
 *     def _time_repr(self):             # <<<<<<<<<<<<<<
 *         result = '%.2d:%.2d:%.2d' % (self.hour, self.minute, self.second)
 * 
 */
  __pyx_tuple__167 = PyTuple_Pack(2, __pyx_n_s_self, __pyx_n_s_result); if (unlikely(!__pyx_tuple__167)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__167);
  __Pyx_GIVEREF(__pyx_tuple__167);
  __pyx_codeobj__168 = (PyObject*)__Pyx_PyCode_New(1, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__167, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_time_repr, 288, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__168)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 288; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":299
 * 
 *     @property
 *     def _repr_base(self):             # <<<<<<<<<<<<<<
 *         return '%s %s' % (self._date_repr, self._time_repr)
 * 
 */
  __pyx_tuple__169 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__169)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __pyx_codeobj__170 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__169, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_repr_base, 299, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__170)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 299; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":303
 * 
 *     @property
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 *         """
 *         Alias for tzinfo
 */
  __pyx_tuple__171 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__171)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__171);
  __pyx_codeobj__172 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__171, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_tz, 303, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__172)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 303; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":310
 * 
 *     @property
 *     def freq(self):             # <<<<<<<<<<<<<<
 *         return self.offset
 * 
 */
  __pyx_tuple__173 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__173)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __pyx_codeobj__174 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__173, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_freq, 310, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__174)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":313
 *         return self.offset
 * 
 *     def __setstate__(self, state):             # <<<<<<<<<<<<<<
 *         self.value = state[0]
 *         self.offset = state[1]
 */
  __pyx_tuple__175 = PyTuple_Pack(2, __pyx_n_s_self, __pyx_n_s_state); if (unlikely(!__pyx_tuple__175)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__175);
  __pyx_codeobj__176 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__175, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_setstate, 313, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__176)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 313; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":318
 *         self.tzinfo = state[2]
 * 
 *     def __reduce__(self):             # <<<<<<<<<<<<<<
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  /* "pandas/tslib.pyx":322
 *         return (Timestamp, object_state)
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 *     def to_period(self, freq=None):             # <<<<<<<<<<<<<<
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 */
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  /* "pandas/tslib.pyx":338
 * 
 *     @property
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 */
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  /* "pandas/tslib.pyx":342
 * 
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 */
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 * 
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 */
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 * 
 *     @property
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 */
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  /* "pandas/tslib.pyx":356
 * 
 *     @property
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 *         return getattr(self.offset, 'freqstr', self.offset)
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 */
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  /* "pandas/tslib.pyx":360
 * 
 *     @property
 *     def asm8(self):             # <<<<<<<<<<<<<<
 *         return np.int64(self.value).view('M8[ns]')
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 */
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  /* "pandas/tslib.pyx":364
 * 
 *     @property
 *     def is_month_start(self):             # <<<<<<<<<<<<<<
 *         return self._get_start_end_field('is_month_start')
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 */
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 * 
 *     @property
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 */
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  /* "pandas/tslib.pyx":372
 * 
 *     @property
 *     def is_quarter_start(self):             # <<<<<<<<<<<<<<
 *         return self._get_start_end_field('is_quarter_start')
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 */
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  /* "pandas/tslib.pyx":376
 * 
 *     @property
 *     def is_quarter_end(self):             # <<<<<<<<<<<<<<
 *         return self._get_start_end_field('is_quarter_end')
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 */
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  /* "pandas/tslib.pyx":380
 * 
 *     @property
 *     def is_year_start(self):             # <<<<<<<<<<<<<<
 *         return self._get_start_end_field('is_year_start')
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 */
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  /* "pandas/tslib.pyx":384
 * 
 *     @property
 *     def is_year_end(self):             # <<<<<<<<<<<<<<
 *         return self._get_start_end_field('is_year_end')
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 */
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  /* "pandas/tslib.pyx":387
 *         return self._get_start_end_field('is_year_end')
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 *     def tz_localize(self, tz, ambiguous='raise'):             # <<<<<<<<<<<<<<
 *         """
 *         Convert naive Timestamp to local time zone, or remove
 */
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  /* "pandas/tslib.pyx":427
 *                                 'tz_convert for conversions')
 * 
 *     def tz_convert(self, tz):             # <<<<<<<<<<<<<<
 *         """
 *         Convert Timestamp to another time zone or localize to requested time
 */
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  /* "pandas/tslib.pyx":452
 *     astimezone = tz_convert
 * 
 *     def replace(self, **kwds):             # <<<<<<<<<<<<<<
 *         return Timestamp(datetime.replace(self, **kwds),
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 */
  __pyx_tuple__213 = PyTuple_Pack(2, __pyx_n_s_self, __pyx_n_s_kwds); if (unlikely(!__pyx_tuple__213)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 452; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":456
 *                          offset=self.offset)
 * 
 *     def to_pydatetime(self, warn=True):             # <<<<<<<<<<<<<<
 *         """
 *         If warn=True, issue warning if nanoseconds is nonzero
 */
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  /* "pandas/tslib.pyx":472
 *                         ts.dts.us, ts.tzinfo)
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 *     def isoformat(self, sep='T'):             # <<<<<<<<<<<<<<
 *         base = super(_Timestamp, self).isoformat(sep=sep)
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 */
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 * 
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 * 
 * 
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 */
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  /* "pandas/tslib.pyx":1288
 *     return True
 * 
 * def parse_datetime_string(date_string, **kwargs):             # <<<<<<<<<<<<<<
 *     if not _does_string_look_like_datetime(date_string):
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  /* "pandas/tslib.pyx":1295
 *     return dt
 * 
 * def array_to_datetime(ndarray[object] values, raise_=False, dayfirst=False,             # <<<<<<<<<<<<<<
 *                       format=None, utc=None, coerce=False, unit=None):
 *     cdef:
 */
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  /* "pandas/tslib.pyx":1629
 *     """
 * 
 *     def __new__(cls, object value=None, unit=None, **kwargs):             # <<<<<<<<<<<<<<
 *         cdef _Timedelta td_base
 * 
 */
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  /* "pandas/tslib.pyx":1676
 * 
 *     @property
 *     def delta(self):             # <<<<<<<<<<<<<<
 *         """ return out delta in ns (for internal compat) """
 *         return self.value
 */
  __pyx_tuple__268 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__268)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1676; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":1681
 * 
 *     @property
 *     def asm8(self):             # <<<<<<<<<<<<<<
 *         """ return a numpy timedelta64 array view of myself """
 *         return np.int64(self.value).view('m8[ns]')
 */
  __pyx_tuple__270 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__270)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1681; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":1686
 * 
 *     @property
 *     def resolution(self):             # <<<<<<<<<<<<<<
 *         """ return a string representing the lowest resolution that we have """
 * 
 */
  __pyx_tuple__272 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__272)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1686; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":1706
 *         raise ValueError("invalid resolution")
 * 
 *     def round(self, reso):             # <<<<<<<<<<<<<<
 *         """
 *         return a new Timedelta rounded to this resolution
 */
  __pyx_tuple__274 = PyTuple_Pack(4, __pyx_n_s_self, __pyx_n_s_reso, __pyx_n_s_frac, __pyx_n_s_value); if (unlikely(!__pyx_tuple__274)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1706; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":1739
 *         return Timedelta(value,unit='ns')
 * 
 *     def _repr_base(self, format=None):             # <<<<<<<<<<<<<<
 *         """
 * 
 */
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  __pyx_tuple__278 = PyTuple_Pack(1, ((PyObject *)Py_None)); if (unlikely(!__pyx_tuple__278)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1739; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":1793
 * 
 * 
 *     def __repr__(self):             # <<<<<<<<<<<<<<
 *         return "Timedelta('{0}')".format(self._repr_base(format='long'))
 *     def __str__(self):
 */
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  /* "pandas/tslib.pyx":1795
 *     def __repr__(self):
 *         return "Timedelta('{0}')".format(self._repr_base(format='long'))
 *     def __str__(self):             # <<<<<<<<<<<<<<
 *         return self._repr_base(format='long')
 * 
 */
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  /* "pandas/tslib.pyx":1799
 * 
 *     @property
 *     def components(self):             # <<<<<<<<<<<<<<
 *         """ Return a Components NamedTuple-like """
 *         self._ensure_components()
 */
  __pyx_tuple__283 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__283)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __pyx_codeobj__284 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__283, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_components, 1799, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__284)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1799; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1809
 * 
 *     @property
 *     def days(self):             # <<<<<<<<<<<<<<
 *         """ The days for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__285 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__285)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1809; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__285);
  __pyx_codeobj__286 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__285, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_days, 1809, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__286)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1809; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1817
 * 
 *     @property
 *     def hours(self):             # <<<<<<<<<<<<<<
 *         """ The hours for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__287 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__287)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__287);
  __Pyx_GIVEREF(__pyx_tuple__287);
  __pyx_codeobj__288 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__287, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_hours, 1817, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__288)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1817; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1823
 * 
 *     @property
 *     def minutes(self):             # <<<<<<<<<<<<<<
 *         """ The minutes for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__289 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__289)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __pyx_codeobj__290 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__289, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_minutes, 1823, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__290)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1823; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1829
 * 
 *     @property
 *     def seconds(self):             # <<<<<<<<<<<<<<
 *         """ The seconds for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__291 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__291)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1829; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__291);
  __pyx_codeobj__292 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__291, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_seconds, 1829, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__292)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1829; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1835
 * 
 *     @property
 *     def milliseconds(self):             # <<<<<<<<<<<<<<
 *         """ The milliseconds for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__293 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__293)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1835; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__293);
  __pyx_codeobj__294 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__293, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_milliseconds, 1835, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__294)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1835; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1841
 * 
 *     @property
 *     def microseconds(self):             # <<<<<<<<<<<<<<
 *         """ The microseconds for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__295 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__295)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__295);
  __Pyx_GIVEREF(__pyx_tuple__295);
  __pyx_codeobj__296 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__295, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_microseconds, 1841, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__296)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1841; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1847
 * 
 *     @property
 *     def nanoseconds(self):             # <<<<<<<<<<<<<<
 *         """ The nanoseconds for the Timedelta """
 *         self._ensure_components()
 */
  __pyx_tuple__297 = PyTuple_Pack(1, __pyx_n_s_self); if (unlikely(!__pyx_tuple__297)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1847; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__297);
  __Pyx_GIVEREF(__pyx_tuple__297);
  __pyx_codeobj__298 = (PyObject*)__Pyx_PyCode_New(1, 0, 1, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__297, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_nanoseconds, 1847, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__298)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1847; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":1852
 *         return self._ns
 * 
 *     def __setstate__(self, state):             # <<<<<<<<<<<<<<
 *         (value) = state
 *         self.value = value
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 *     def __reduce__(self):             # <<<<<<<<<<<<<<
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 *         return (Timedelta, object_state)
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 *         raise TypeError("cannot operate add a Timedelta with op {op} for {typ}".format(op=op,typ=type(other)))
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 *     def __truediv__(self, other):             # <<<<<<<<<<<<<<
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 *         # a timedelta64 IS an integer object as well
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 *     def _make_invalid(opstr):             # <<<<<<<<<<<<<<
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 *         def _invalid(other):
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 *     __rfloordiv__ = _make_invalid('__rfloordiv__')
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 *     def _op_unary_method(func, name):             # <<<<<<<<<<<<<<
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 *         def f(self):
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 * def array_to_timedelta64(ndarray[object] values, unit='ns', coerce=False):             # <<<<<<<<<<<<<<
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 * def convert_to_timedelta(object ts, object unit='ns', coerce=False):             # <<<<<<<<<<<<<<
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 *     return ts.astype('timedelta64[ns]')
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 * def array_strptime(ndarray[object] values, object fmt, coerce=False):             # <<<<<<<<<<<<<<
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 * def cast_to_nanoseconds(ndarray arr):             # <<<<<<<<<<<<<<
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 * 
 * 
 * def pydt_to_i8(object pydt):             # <<<<<<<<<<<<<<
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 * 
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 * 
 * def tz_convert(ndarray[int64_t] vals, object tz1, object tz2):             # <<<<<<<<<<<<<<
 *     cdef:
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 *     return result
 * 
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 *     cdef:
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  /* "pandas/tslib.pyx":2555
 * 
 * 
 * def _p_tz_cache_key(tz):             # <<<<<<<<<<<<<<
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 *             10**6)
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 * def tot_seconds(td):             # <<<<<<<<<<<<<<
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 */
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  /* "pandas/tslib.pyx":2685
 * @cython.boundscheck(False)
 * @cython.wraparound(False)
 * def tz_localize_to_utc(ndarray[int64_t] vals, object tz, object ambiguous=None):             # <<<<<<<<<<<<<<
 *     """
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 * #----------------------------------------------------------------------
 * 
 * def build_field_sarray(ndarray[int64_t] dtindex):             # <<<<<<<<<<<<<<
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 *     return out
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 * def get_time_micros(ndarray[int64_t] dtindex):             # <<<<<<<<<<<<<<
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 * 
 * @cython.wraparound(False)
 * def get_date_field(ndarray[int64_t] dtindex, object field):             # <<<<<<<<<<<<<<
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 * 
 * @cython.wraparound(False)
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  /* "pandas/tslib.pyx":3301
 * 
 * 
 * def date_normalize(ndarray[int64_t] stamps, tz=None):             # <<<<<<<<<<<<<<
 *     cdef:
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 */
  __pyx_tuple__350 = PyTuple_Pack(7, __pyx_n_s_stamps, __pyx_n_s_tz, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_dts, __pyx_n_s_tso, __pyx_n_s_result); if (unlikely(!__pyx_tuple__350)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3301; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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 * 
 * 
 * def dates_normalized(ndarray[int64_t] stamps, tz=None):             # <<<<<<<<<<<<<<
 *     cdef:
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  /* "pandas/tslib.pyx":3425
 * #----------------------------------------------------------------------
 * 
 * def isleapyear(int64_t year):             # <<<<<<<<<<<<<<
 *     return is_leapyear(year)
 * 
 */
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  /* "pandas/tslib.pyx":3428
 *     return is_leapyear(year)
 * 
 * def monthrange(int64_t year, int64_t month):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int64_t days
 */
  __pyx_tuple__356 = PyTuple_Pack(4, __pyx_n_s_year, __pyx_n_s_month, __pyx_n_s_days, __pyx_n_s_day_of_week); if (unlikely(!__pyx_tuple__356)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3428; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":3607
 *     return period_ord_w_mult * mult + 1;
 * 
 * def dt64arr_to_periodarr(ndarray[int64_t] dtarr, int freq, tz=None):             # <<<<<<<<<<<<<<
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 */
  __pyx_tuple__358 = PyTuple_Pack(7, __pyx_n_s_dtarr, __pyx_n_s_freq, __pyx_n_s_tz, __pyx_n_s_out, __pyx_n_s_i, __pyx_n_s_l, __pyx_n_s_dts); if (unlikely(!__pyx_tuple__358)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3607; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":3633
 *     return out
 * 
 * def periodarr_to_dt64arr(ndarray[int64_t] periodarr, int freq):             # <<<<<<<<<<<<<<
 *     """
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 */
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  __Pyx_GOTREF(__pyx_tuple__360);
  __Pyx_GIVEREF(__pyx_tuple__360);
  __pyx_codeobj__361 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__360, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_periodarr_to_dt64arr, 3633, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__361)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3633; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":3679
 *     return retval
 * 
 * def period_asfreq_arr(ndarray[int64_t] arr, int freq1, int freq2, bint end):             # <<<<<<<<<<<<<<
 *     """
 *     Convert int64-array of period ordinals from one frequency to another, and
 */
  __pyx_tuple__362 = PyTuple_Pack(13, __pyx_n_s_arr, __pyx_n_s_freq1, __pyx_n_s_freq2, __pyx_n_s_end, __pyx_n_s_result, __pyx_n_s_i, __pyx_n_s_n, __pyx_n_s_func, __pyx_n_s_finfo, __pyx_n_s_val, __pyx_n_s_ordinal, __pyx_n_s_relation, __pyx_n_s_mask); if (unlikely(!__pyx_tuple__362)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3679; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":3721
 *     return result
 * 
 * def period_ordinal(int y, int m, int d, int h, int min, int s, int us, int ps, int freq):             # <<<<<<<<<<<<<<
 *     cdef:
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 */
  __pyx_tuple__364 = PyTuple_Pack(10, __pyx_n_s_y, __pyx_n_s_m_2, __pyx_n_s_d_2, __pyx_n_s_h_2, __pyx_n_s_min, __pyx_n_s_s_2, __pyx_n_s_us, __pyx_n_s_ps, __pyx_n_s_freq, __pyx_n_s_ordinal); if (unlikely(!__pyx_tuple__364)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3721; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  /* "pandas/tslib.pyx":3751
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, &dts)
 * 
 * def period_format(int64_t value, int freq, object fmt=None):             # <<<<<<<<<<<<<<
 *     cdef:
 *         int freq_group
 */
  __pyx_tuple__366 = PyTuple_Pack(6, __pyx_n_s_value, __pyx_n_s_freq, __pyx_n_s_fmt, __pyx_n_s_freq_group, __pyx_n_s_left, __pyx_n_s_right); if (unlikely(!__pyx_tuple__366)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3751; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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 * 
 * 
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 * 
 * cdef list extra_fmts = [(b"%q", b"^`AB`^"),
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 *                         (b"%F", b"^`EF`^"),
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 * cdef list extra_fmts = [(b"%q", b"^`AB`^"),
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 *                         (b"%l", b"^`GH`^"),
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 *                         (b"%f", b"^`CD`^"),
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 *                         (b"%l", b"^`GH`^"),             # <<<<<<<<<<<<<<
 *                         (b"%u", b"^`IJ`^"),
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 *                         (b"%F", b"^`EF`^"),
 *                         (b"%l", b"^`GH`^"),
 *                         (b"%u", b"^`IJ`^"),             # <<<<<<<<<<<<<<
 *                         (b"%n", b"^`KL`^")]
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 */
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 *                         (b"%l", b"^`GH`^"),
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 *                         (b"%n", b"^`KL`^")]             # <<<<<<<<<<<<<<
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 * cdef list str_extra_fmts = ["^`AB`^", "^`CD`^", "^`EF`^", "^`GH`^", "^`IJ`^", "^`KL`^"]
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 * ctypedef int (*accessor)(int64_t ordinal, int freq) except INT32_MIN
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 * def get_period_field(int code, int64_t value, int freq):             # <<<<<<<<<<<<<<
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 *     return f(value, freq)
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 * def get_period_field_arr(int code, ndarray[int64_t] arr, int freq):             # <<<<<<<<<<<<<<
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 * 
 * 
 * def extract_ordinals(ndarray[object] values, freq):             # <<<<<<<<<<<<<<
 *     cdef:
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 * __all__ = []
 * 
 * def _getlang():             # <<<<<<<<<<<<<<
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 *     """
 * 
 *     def __init__(self):             # <<<<<<<<<<<<<<
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 *             raise ValueError("locale changed during initialization")
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 *     def __pad(self, seq, front):             # <<<<<<<<<<<<<<
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 *         return seq
 * 
 *     def __calc_weekday(self):             # <<<<<<<<<<<<<<
 *         # Set self.a_weekday and self.f_weekday using the calendar
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 *         self.f_weekday = f_weekday
 * 
 *     def __calc_month(self):             # <<<<<<<<<<<<<<
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 *         self.f_month = f_month
 * 
 *     def __calc_am_pm(self):             # <<<<<<<<<<<<<<
 *         # Set self.am_pm by using time.strftime().
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 */
  __pyx_tuple__389 = PyTuple_Pack(4, __pyx_n_s_self, __pyx_n_s_am_pm, __pyx_n_s_hour, __pyx_n_s_time_tuple); if (unlikely(!__pyx_tuple__389)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__389);
  __Pyx_GIVEREF(__pyx_tuple__389);
  __pyx_codeobj__390 = (PyObject*)__Pyx_PyCode_New(1, 0, 4, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__389, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_calc_am_pm, 4140, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__390)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4140; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":4152
 *         self.am_pm = am_pm
 * 
 *     def __calc_date_time(self):             # <<<<<<<<<<<<<<
 *         # Set self.date_time, self.date, & self.time by using
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 */
  __pyx_tuple__391 = PyTuple_Pack(12, __pyx_n_s_self, __pyx_n_s_time_tuple, __pyx_n_s_date_time, __pyx_n_s_replacement_pairs, __pyx_n_s_offset, __pyx_n_s_directive, __pyx_n_s_current_format, __pyx_n_s_old, __pyx_n_s_new_2, __pyx_n_s_U_W, __pyx_n_s_tz_values, __pyx_n_s_tz); if (unlikely(!__pyx_tuple__391)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__391);
  __Pyx_GIVEREF(__pyx_tuple__391);
  __pyx_codeobj__392 = (PyObject*)__Pyx_PyCode_New(1, 0, 12, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__391, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_calc_date_time, 4152, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__392)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4152; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":4197
 *         self.LC_time = date_time[2]
 * 
 *     def __calc_timezone(self):             # <<<<<<<<<<<<<<
 *         # Set self.timezone by using time.tzname.
 *         # Do not worry about possibility of time.tzname[0] == timetzname[1]
 */
  __pyx_tuple__393 = PyTuple_Pack(3, __pyx_n_s_self, __pyx_n_s_no_saving, __pyx_n_s_has_saving); if (unlikely(!__pyx_tuple__393)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__393);
  __pyx_codeobj__394 = (PyObject*)__Pyx_PyCode_New(1, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__393, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_calc_timezone, 4197, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__394)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4197; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":4216
 *     """Handle conversion from format directives to regexes."""
 * 
 *     def __init__(self, locale_time=None):             # <<<<<<<<<<<<<<
 *         """Create keys/values.
 * 
 */
  __pyx_tuple__395 = PyTuple_Pack(5, __pyx_n_s_self, __pyx_n_s_locale_time, __pyx_n_s_base, __pyx_n_s_genexpr, __pyx_n_s_genexpr); if (unlikely(!__pyx_tuple__395)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __Pyx_GOTREF(__pyx_tuple__395);
  __Pyx_GIVEREF(__pyx_tuple__395);
  __pyx_codeobj__396 = (PyObject*)__Pyx_PyCode_New(2, 0, 5, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__395, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_init, 4216, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__396)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
  __pyx_tuple__397 = PyTuple_Pack(1, ((PyObject *)Py_None)); if (unlikely(!__pyx_tuple__397)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4216; __pyx_clineno = __LINE__; goto __pyx_L1_error;}
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  __Pyx_GIVEREF(__pyx_tuple__397);

  /* "pandas/tslib.pyx":4258
 *         base.__setitem__('X', self.pattern(self.locale_time.LC_time))
 * 
 *     def __seqToRE(self, to_convert, directive):             # <<<<<<<<<<<<<<
 *         """Convert a list to a regex string for matching a directive.
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 */
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  __Pyx_GIVEREF(__pyx_tuple__398);
  __pyx_codeobj__399 = (PyObject*)__Pyx_PyCode_New(3, 0, 7, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__398, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_seqToRE, 4258, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__399)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4258; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":4277
 *         return '%s)' % regex
 * 
 *     def pattern(self, format):             # <<<<<<<<<<<<<<
 *         """Return regex pattern for the format string.
 * 
 */
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  __Pyx_GIVEREF(__pyx_tuple__400);
  __pyx_codeobj__401 = (PyObject*)__Pyx_PyCode_New(2, 0, 6, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__400, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_Users_jreback_pandas_pandas_tsl, __pyx_n_s_pattern, 4277, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__401)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4277; __pyx_clineno = __LINE__; goto __pyx_L1_error;}

  /* "pandas/tslib.pyx":4300
 *         return "%s%s" % (processed_format, format)
 * 
 *     def compile(self, format):             # <<<<<<<<<<<<<<
 *         """Return a compiled re object for the format string."""
 *         return re_compile(self.pattern(format), IGNORECASE)
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 *     have_pytz = False
 * 
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 * def tz_convert_single(int64_t val, object tz1, object tz2):             # <<<<<<<<<<<<<<
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 * cdef inline bint _treat_tz_as_pytz(object tz):
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 * 
 * def _p_tz_cache_key(tz):             # <<<<<<<<<<<<<<
 *     ''' Python interface for cache function to facilitate testing.'''
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 * def tot_seconds(td):             # <<<<<<<<<<<<<<
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 * 
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 * 
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 * 
 * def build_field_sarray(ndarray[int64_t] dtindex):             # <<<<<<<<<<<<<<
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 * def get_time_micros(ndarray[int64_t] dtindex):             # <<<<<<<<<<<<<<
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 * 
 * cdef int64_t DAY_NS = 86400000000000LL             # <<<<<<<<<<<<<<
 * 
 * 
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 * 
 * 
 * def date_normalize(ndarray[int64_t] stamps, tz=None):             # <<<<<<<<<<<<<<
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 * 
 * 
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 * 
 * def isleapyear(int64_t year):             # <<<<<<<<<<<<<<
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 *     cdef:
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                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

static void __Pyx_RaiseArgtupleInvalid(
    const char* func_name,
    int exact,
    Py_ssize_t num_min,
    Py_ssize_t num_max,
    Py_ssize_t num_found)
{
    Py_ssize_t num_expected;
    const char *more_or_less;
    if (num_found < num_min) {
        num_expected = num_min;
        more_or_less = "at least";
    } else {
        num_expected = num_max;
        more_or_less = "at most";
    }
    if (exact) {
        more_or_less = "exactly";
    }
    PyErr_Format(PyExc_TypeError,
                 "%.200s() takes %.8s %" CYTHON_FORMAT_SSIZE_T "d positional argument%.1s (%" CYTHON_FORMAT_SSIZE_T "d given)",
                 func_name, more_or_less, num_expected,
                 (num_expected == 1) ? "" : "s", num_found);
}

static void __Pyx_RaiseArgumentTypeInvalid(const char* name, PyObject *obj, PyTypeObject *type) {
    PyErr_Format(PyExc_TypeError,
        "Argument '%.200s' has incorrect type (expected %.200s, got %.200s)",
        name, type->tp_name, Py_TYPE(obj)->tp_name);
}
static CYTHON_INLINE int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed,
    const char *name, int exact)
{
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (none_allowed && obj == Py_None) return 1;
    else if (exact) {
        if (likely(Py_TYPE(obj) == type)) return 1;
        #if PY_MAJOR_VERSION == 2
        else if ((type == &PyBaseString_Type) && likely(__Pyx_PyBaseString_CheckExact(obj))) return 1;
        #endif
    }
    else {
        if (likely(PyObject_TypeCheck(obj, type))) return 1;
    }
    __Pyx_RaiseArgumentTypeInvalid(name, obj, type);
    return 0;
}

static CYTHON_INLINE int __Pyx_IsLittleEndian(void) {
  unsigned int n = 1;
  return *(unsigned char*)(&n) != 0;
}
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type) {
  stack[0].field = &ctx->root;
  stack[0].parent_offset = 0;
  ctx->root.type = type;
  ctx->root.name = "buffer dtype";
  ctx->root.offset = 0;
  ctx->head = stack;
  ctx->head->field = &ctx->root;
  ctx->fmt_offset = 0;
  ctx->head->parent_offset = 0;
  ctx->new_packmode = '@';
  ctx->enc_packmode = '@';
  ctx->new_count = 1;
  ctx->enc_count = 0;
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  ctx->is_valid_array = 0;
  ctx->struct_alignment = 0;
  while (type->typegroup == 'S') {
    ++ctx->head;
    ctx->head->field = type->fields;
    ctx->head->parent_offset = 0;
    type = type->fields->type;
  }
}
static int __Pyx_BufFmt_ParseNumber(const char** ts) {
    int count;
    const char* t = *ts;
    if (*t < '0' || *t > '9') {
      return -1;
    } else {
        count = *t++ - '0';
        while (*t >= '0' && *t < '9') {
            count *= 10;
            count += *t++ - '0';
        }
    }
    *ts = t;
    return count;
}
static int __Pyx_BufFmt_ExpectNumber(const char **ts) {
    int number = __Pyx_BufFmt_ParseNumber(ts);
    if (number == -1)
        PyErr_Format(PyExc_ValueError,\
                     "Does not understand character buffer dtype format string ('%c')", **ts);
    return number;
}
static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) {
  PyErr_Format(PyExc_ValueError,
               "Unexpected format string character: '%c'", ch);
}
static const char* __Pyx_BufFmt_DescribeTypeChar(char ch, int is_complex) {
  switch (ch) {
    case 'c': return "'char'";
    case 'b': return "'signed char'";
    case 'B': return "'unsigned char'";
    case 'h': return "'short'";
    case 'H': return "'unsigned short'";
    case 'i': return "'int'";
    case 'I': return "'unsigned int'";
    case 'l': return "'long'";
    case 'L': return "'unsigned long'";
    case 'q': return "'long long'";
    case 'Q': return "'unsigned long long'";
    case 'f': return (is_complex ? "'complex float'" : "'float'");
    case 'd': return (is_complex ? "'complex double'" : "'double'");
    case 'g': return (is_complex ? "'complex long double'" : "'long double'");
    case 'T': return "a struct";
    case 'O': return "Python object";
    case 'P': return "a pointer";
    case 's': case 'p': return "a string";
    case 0: return "end";
    default: return "unparseable format string";
  }
}
static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return 2;
    case 'i': case 'I': case 'l': case 'L': return 4;
    case 'q': case 'Q': return 8;
    case 'f': return (is_complex ? 8 : 4);
    case 'd': return (is_complex ? 16 : 8);
    case 'g': {
      PyErr_SetString(PyExc_ValueError, "Python does not define a standard format string size for long double ('g')..");
      return 0;
    }
    case 'O': case 'P': return sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) {
  switch (ch) {
    case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(short);
    case 'i': case 'I': return sizeof(int);
    case 'l': case 'L': return sizeof(long);
    #ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(PY_LONG_LONG);
    #endif
    case 'f': return sizeof(float) * (is_complex ? 2 : 1);
    case 'd': return sizeof(double) * (is_complex ? 2 : 1);
    case 'g': return sizeof(long double) * (is_complex ? 2 : 1);
    case 'O': case 'P': return sizeof(void*);
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
typedef struct { char c; short x; } __Pyx_st_short;
typedef struct { char c; int x; } __Pyx_st_int;
typedef struct { char c; long x; } __Pyx_st_long;
typedef struct { char c; float x; } __Pyx_st_float;
typedef struct { char c; double x; } __Pyx_st_double;
typedef struct { char c; long double x; } __Pyx_st_longdouble;
typedef struct { char c; void *x; } __Pyx_st_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_st_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_st_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_st_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_st_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_st_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_st_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_st_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_st_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
/* These are for computing the padding at the end of the struct to align
   on the first member of the struct. This will probably the same as above,
   but we don't have any guarantees.
 */
typedef struct { short x; char c; } __Pyx_pad_short;
typedef struct { int x; char c; } __Pyx_pad_int;
typedef struct { long x; char c; } __Pyx_pad_long;
typedef struct { float x; char c; } __Pyx_pad_float;
typedef struct { double x; char c; } __Pyx_pad_double;
typedef struct { long double x; char c; } __Pyx_pad_longdouble;
typedef struct { void *x; char c; } __Pyx_pad_void_p;
#ifdef HAVE_LONG_LONG
typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong;
#endif
static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int is_complex) {
  switch (ch) {
    case '?': case 'c': case 'b': case 'B': case 's': case 'p': return 1;
    case 'h': case 'H': return sizeof(__Pyx_pad_short) - sizeof(short);
    case 'i': case 'I': return sizeof(__Pyx_pad_int) - sizeof(int);
    case 'l': case 'L': return sizeof(__Pyx_pad_long) - sizeof(long);
#ifdef HAVE_LONG_LONG
    case 'q': case 'Q': return sizeof(__Pyx_pad_longlong) - sizeof(PY_LONG_LONG);
#endif
    case 'f': return sizeof(__Pyx_pad_float) - sizeof(float);
    case 'd': return sizeof(__Pyx_pad_double) - sizeof(double);
    case 'g': return sizeof(__Pyx_pad_longdouble) - sizeof(long double);
    case 'P': case 'O': return sizeof(__Pyx_pad_void_p) - sizeof(void*);
    default:
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
}
static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) {
  switch (ch) {
    case 'c':
        return 'H';
    case 'b': case 'h': case 'i':
    case 'l': case 'q': case 's': case 'p':
        return 'I';
    case 'B': case 'H': case 'I': case 'L': case 'Q':
        return 'U';
    case 'f': case 'd': case 'g':
        return (is_complex ? 'C' : 'R');
    case 'O':
        return 'O';
    case 'P':
        return 'P';
    default: {
      __Pyx_BufFmt_RaiseUnexpectedChar(ch);
      return 0;
    }
  }
}
static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) {
  if (ctx->head == NULL || ctx->head->field == &ctx->root) {
    const char* expected;
    const char* quote;
    if (ctx->head == NULL) {
      expected = "end";
      quote = "";
    } else {
      expected = ctx->head->field->type->name;
      quote = "'";
    }
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected %s%s%s but got %s",
                 quote, expected, quote,
                 __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex));
  } else {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_StructField* parent = (ctx->head - 1)->field;
    PyErr_Format(PyExc_ValueError,
                 "Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'",
                 field->type->name, __Pyx_BufFmt_DescribeTypeChar(ctx->enc_type, ctx->is_complex),
                 parent->type->name, field->name);
  }
}
static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) {
  char group;
  size_t size, offset, arraysize = 1;
  if (ctx->enc_type == 0) return 0;
  if (ctx->head->field->type->arraysize[0]) {
    int i, ndim = 0;
    if (ctx->enc_type == 's' || ctx->enc_type == 'p') {
        ctx->is_valid_array = ctx->head->field->type->ndim == 1;
        ndim = 1;
        if (ctx->enc_count != ctx->head->field->type->arraysize[0]) {
            PyErr_Format(PyExc_ValueError,
                         "Expected a dimension of size %zu, got %zu",
                         ctx->head->field->type->arraysize[0], ctx->enc_count);
            return -1;
        }
    }
    if (!ctx->is_valid_array) {
      PyErr_Format(PyExc_ValueError, "Expected %d dimensions, got %d",
                   ctx->head->field->type->ndim, ndim);
      return -1;
    }
    for (i = 0; i < ctx->head->field->type->ndim; i++) {
      arraysize *= ctx->head->field->type->arraysize[i];
    }
    ctx->is_valid_array = 0;
    ctx->enc_count = 1;
  }
  group = __Pyx_BufFmt_TypeCharToGroup(ctx->enc_type, ctx->is_complex);
  do {
    __Pyx_StructField* field = ctx->head->field;
    __Pyx_TypeInfo* type = field->type;
    if (ctx->enc_packmode == '@' || ctx->enc_packmode == '^') {
      size = __Pyx_BufFmt_TypeCharToNativeSize(ctx->enc_type, ctx->is_complex);
    } else {
      size = __Pyx_BufFmt_TypeCharToStandardSize(ctx->enc_type, ctx->is_complex);
    }
    if (ctx->enc_packmode == '@') {
      size_t align_at = __Pyx_BufFmt_TypeCharToAlignment(ctx->enc_type, ctx->is_complex);
      size_t align_mod_offset;
      if (align_at == 0) return -1;
      align_mod_offset = ctx->fmt_offset % align_at;
      if (align_mod_offset > 0) ctx->fmt_offset += align_at - align_mod_offset;
      if (ctx->struct_alignment == 0)
          ctx->struct_alignment = __Pyx_BufFmt_TypeCharToPadding(ctx->enc_type,
                                                                 ctx->is_complex);
    }
    if (type->size != size || type->typegroup != group) {
      if (type->typegroup == 'C' && type->fields != NULL) {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        ++ctx->head;
        ctx->head->field = type->fields;
        ctx->head->parent_offset = parent_offset;
        continue;
      }
      if ((type->typegroup == 'H' || group == 'H') && type->size == size) {
      } else {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
      }
    }
    offset = ctx->head->parent_offset + field->offset;
    if (ctx->fmt_offset != offset) {
      PyErr_Format(PyExc_ValueError,
                   "Buffer dtype mismatch; next field is at offset %" CYTHON_FORMAT_SSIZE_T "d but %" CYTHON_FORMAT_SSIZE_T "d expected",
                   (Py_ssize_t)ctx->fmt_offset, (Py_ssize_t)offset);
      return -1;
    }
    ctx->fmt_offset += size;
    if (arraysize)
      ctx->fmt_offset += (arraysize - 1) * size;
    --ctx->enc_count;
    while (1) {
      if (field == &ctx->root) {
        ctx->head = NULL;
        if (ctx->enc_count != 0) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return -1;
        }
        break;
      }
      ctx->head->field = ++field;
      if (field->type == NULL) {
        --ctx->head;
        field = ctx->head->field;
        continue;
      } else if (field->type->typegroup == 'S') {
        size_t parent_offset = ctx->head->parent_offset + field->offset;
        if (field->type->fields->type == NULL) continue;
        field = field->type->fields;
        ++ctx->head;
        ctx->head->field = field;
        ctx->head->parent_offset = parent_offset;
        break;
      } else {
        break;
      }
    }
  } while (ctx->enc_count);
  ctx->enc_type = 0;
  ctx->is_complex = 0;
  return 0;
}
static CYTHON_INLINE PyObject *
__pyx_buffmt_parse_array(__Pyx_BufFmt_Context* ctx, const char** tsp)
{
    const char *ts = *tsp;
    int i = 0, number;
    int ndim = ctx->head->field->type->ndim;
;
    ++ts;
    if (ctx->new_count != 1) {
        PyErr_SetString(PyExc_ValueError,
                        "Cannot handle repeated arrays in format string");
        return NULL;
    }
    if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
    while (*ts && *ts != ')') {
        switch (*ts) {
            case ' ': case '\f': case '\r': case '\n': case '\t': case '\v':  continue;
            default:  break;
        }
        number = __Pyx_BufFmt_ExpectNumber(&ts);
        if (number == -1) return NULL;
        if (i < ndim && (size_t) number != ctx->head->field->type->arraysize[i])
            return PyErr_Format(PyExc_ValueError,
                        "Expected a dimension of size %zu, got %d",
                        ctx->head->field->type->arraysize[i], number);
        if (*ts != ',' && *ts != ')')
            return PyErr_Format(PyExc_ValueError,
                                "Expected a comma in format string, got '%c'", *ts);
        if (*ts == ',') ts++;
        i++;
    }
    if (i != ndim)
        return PyErr_Format(PyExc_ValueError, "Expected %d dimension(s), got %d",
                            ctx->head->field->type->ndim, i);
    if (!*ts) {
        PyErr_SetString(PyExc_ValueError,
                        "Unexpected end of format string, expected ')'");
        return NULL;
    }
    ctx->is_valid_array = 1;
    ctx->new_count = 1;
    *tsp = ++ts;
    return Py_None;
}
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts) {
  int got_Z = 0;
  while (1) {
    switch(*ts) {
      case 0:
        if (ctx->enc_type != 0 && ctx->head == NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        if (ctx->head != NULL) {
          __Pyx_BufFmt_RaiseExpected(ctx);
          return NULL;
        }
        return ts;
      case ' ':
      case '\r':
      case '\n':
        ++ts;
        break;
      case '<':
        if (!__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Little-endian buffer not supported on big-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '>':
      case '!':
        if (__Pyx_IsLittleEndian()) {
          PyErr_SetString(PyExc_ValueError, "Big-endian buffer not supported on little-endian compiler");
          return NULL;
        }
        ctx->new_packmode = '=';
        ++ts;
        break;
      case '=':
      case '@':
      case '^':
        ctx->new_packmode = *ts++;
        break;
      case 'T':
        {
          const char* ts_after_sub;
          size_t i, struct_count = ctx->new_count;
          size_t struct_alignment = ctx->struct_alignment;
          ctx->new_count = 1;
          ++ts;
          if (*ts != '{') {
            PyErr_SetString(PyExc_ValueError, "Buffer acquisition: Expected '{' after 'T'");
            return NULL;
          }
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          ctx->enc_count = 0;
          ctx->struct_alignment = 0;
          ++ts;
          ts_after_sub = ts;
          for (i = 0; i != struct_count; ++i) {
            ts_after_sub = __Pyx_BufFmt_CheckString(ctx, ts);
            if (!ts_after_sub) return NULL;
          }
          ts = ts_after_sub;
          if (struct_alignment) ctx->struct_alignment = struct_alignment;
        }
        break;
      case '}':
        {
          size_t alignment = ctx->struct_alignment;
          ++ts;
          if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
          ctx->enc_type = 0;
          if (alignment && ctx->fmt_offset % alignment) {
            ctx->fmt_offset += alignment - (ctx->fmt_offset % alignment);
          }
        }
        return ts;
      case 'x':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->fmt_offset += ctx->new_count;
        ctx->new_count = 1;
        ctx->enc_count = 0;
        ctx->enc_type = 0;
        ctx->enc_packmode = ctx->new_packmode;
        ++ts;
        break;
      case 'Z':
        got_Z = 1;
        ++ts;
        if (*ts != 'f' && *ts != 'd' && *ts != 'g') {
          __Pyx_BufFmt_RaiseUnexpectedChar('Z');
          return NULL;
        }
      case 'c': case 'b': case 'B': case 'h': case 'H': case 'i': case 'I':
      case 'l': case 'L': case 'q': case 'Q':
      case 'f': case 'd': case 'g':
      case 'O': case 'p':
        if (ctx->enc_type == *ts && got_Z == ctx->is_complex &&
            ctx->enc_packmode == ctx->new_packmode) {
          ctx->enc_count += ctx->new_count;
          ctx->new_count = 1;
          got_Z = 0;
          ++ts;
          break;
        }
      case 's':
        if (__Pyx_BufFmt_ProcessTypeChunk(ctx) == -1) return NULL;
        ctx->enc_count = ctx->new_count;
        ctx->enc_packmode = ctx->new_packmode;
        ctx->enc_type = *ts;
        ctx->is_complex = got_Z;
        ++ts;
        ctx->new_count = 1;
        got_Z = 0;
        break;
      case ':':
        ++ts;
        while(*ts != ':') ++ts;
        ++ts;
        break;
      case '(':
        if (!__pyx_buffmt_parse_array(ctx, &ts)) return NULL;
        break;
      default:
        {
          int number = __Pyx_BufFmt_ExpectNumber(&ts);
          if (number == -1) return NULL;
          ctx->new_count = (size_t)number;
        }
    }
  }
}
static CYTHON_INLINE void __Pyx_ZeroBuffer(Py_buffer* buf) {
  buf->buf = NULL;
  buf->obj = NULL;
  buf->strides = __Pyx_zeros;
  buf->shape = __Pyx_zeros;
  buf->suboffsets = __Pyx_minusones;
}
static CYTHON_INLINE int __Pyx_GetBufferAndValidate(
        Py_buffer* buf, PyObject* obj,  __Pyx_TypeInfo* dtype, int flags,
        int nd, int cast, __Pyx_BufFmt_StackElem* stack)
{
  if (obj == Py_None || obj == NULL) {
    __Pyx_ZeroBuffer(buf);
    return 0;
  }
  buf->buf = NULL;
  if (__Pyx_GetBuffer(obj, buf, flags) == -1) goto fail;
  if (buf->ndim != nd) {
    PyErr_Format(PyExc_ValueError,
                 "Buffer has wrong number of dimensions (expected %d, got %d)",
                 nd, buf->ndim);
    goto fail;
  }
  if (!cast) {
    __Pyx_BufFmt_Context ctx;
    __Pyx_BufFmt_Init(&ctx, stack, dtype);
    if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
  }
  if ((unsigned)buf->itemsize != dtype->size) {
    PyErr_Format(PyExc_ValueError,
      "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "d byte%s) does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "d byte%s)",
      buf->itemsize, (buf->itemsize > 1) ? "s" : "",
      dtype->name, (Py_ssize_t)dtype->size, (dtype->size > 1) ? "s" : "");
    goto fail;
  }
  if (buf->suboffsets == NULL) buf->suboffsets = __Pyx_minusones;
  return 0;
fail:;
  __Pyx_ZeroBuffer(buf);
  return -1;
}
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) {
  if (info->buf == NULL) return;
  if (info->suboffsets == __Pyx_minusones) info->suboffsets = NULL;
  __Pyx_ReleaseBuffer(info);
}

static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) {
    PyObject* value = __Pyx_PyObject_GetAttrStr(module, name);
    if (unlikely(!value) && PyErr_ExceptionMatches(PyExc_AttributeError)) {
        PyErr_Format(PyExc_ImportError,
        #if PY_MAJOR_VERSION < 3
            "cannot import name %.230s", PyString_AS_STRING(name));
        #else
            "cannot import name %S", name);
        #endif
    }
    return value;
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg) {
    PyObject *self, *result;
    PyCFunction cfunc;
    cfunc = PyCFunction_GET_FUNCTION(func);
    self = PyCFunction_GET_SELF(func);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = cfunc(self, arg);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

#if CYTHON_COMPILING_IN_CPYTHON
static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject *result;
    PyObject *args = PyTuple_New(1);
    if (unlikely(!args)) return NULL;
    Py_INCREF(arg);
    PyTuple_SET_ITEM(args, 0, arg);
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_O)) {
            return __Pyx_PyObject_CallMethO(func, arg);
        }
    }
    return __Pyx__PyObject_CallOneArg(func, arg);
}
#else
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg) {
    PyObject* args = PyTuple_Pack(1, arg);
    return (likely(args)) ? __Pyx_PyObject_Call(func, args, NULL) : NULL;
}
#endif

static void __Pyx_RaiseBufferIndexError(int axis) {
  PyErr_Format(PyExc_IndexError,
     "Out of bounds on buffer access (axis %d)", axis);
}

static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->curexc_type;
    tmp_value = tstate->curexc_value;
    tmp_tb = tstate->curexc_traceback;
    tstate->curexc_type = type;
    tstate->curexc_value = value;
    tstate->curexc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_Restore(type, value, tb);
#endif
}
static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(type, value, tb);
#endif
}

static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_ErrFetch(&old_exc, &old_val, &old_tb);
    if (full_traceback) {
        Py_XINCREF(old_exc);
        Py_XINCREF(old_val);
        Py_XINCREF(old_tb);
        __Pyx_ErrRestore(old_exc, old_val, old_tb);
        PyErr_PrintEx(1);
    }
    #if PY_MAJOR_VERSION < 3
    ctx = PyString_FromString(name);
    #else
    ctx = PyUnicode_FromString(name);
    #endif
    __Pyx_ErrRestore(old_exc, old_val, old_tb);
    if (!ctx) {
        PyErr_WriteUnraisable(Py_None);
    } else {
        PyErr_WriteUnraisable(ctx);
        Py_DECREF(ctx);
    }
}

#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#ifdef __Pyx_CyFunction_USED
    if (likely(PyCFunction_Check(func) || PyObject_TypeCheck(func, __pyx_CyFunctionType))) {
#else
    if (likely(PyCFunction_Check(func))) {
#endif
        if (likely(PyCFunction_GET_FLAGS(func) & METH_NOARGS)) {
            return __Pyx_PyObject_CallMethO(func, NULL);
        }
    }
    return __Pyx_PyObject_Call(func, __pyx_empty_tuple, NULL);
}
#endif

static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
#else
    PyErr_GetExcInfo(type, value, tb);
#endif
}
static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = type;
    tstate->exc_value = value;
    tstate->exc_traceback = tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(type, value, tb);
#endif
}

static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyThreadState *tstate = PyThreadState_GET();
    local_type = tstate->curexc_type;
    local_value = tstate->curexc_value;
    local_tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
#else
    PyErr_Fetch(&local_type, &local_value, &local_tb);
#endif
    PyErr_NormalizeException(&local_type, &local_value, &local_tb);
#if CYTHON_COMPILING_IN_CPYTHON
    if (unlikely(tstate->curexc_type))
#else
    if (unlikely(PyErr_Occurred()))
#endif
        goto bad;
    #if PY_MAJOR_VERSION >= 3
    if (local_tb) {
        if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0))
            goto bad;
    }
    #endif
    Py_XINCREF(local_tb);
    Py_XINCREF(local_type);
    Py_XINCREF(local_value);
    *type = local_type;
    *value = local_value;
    *tb = local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = local_type;
    tstate->exc_value = local_value;
    tstate->exc_traceback = local_tb;
    Py_XDECREF(tmp_type);
    Py_XDECREF(tmp_value);
    Py_XDECREF(tmp_tb);
#else
    PyErr_SetExcInfo(local_type, local_value, local_tb);
#endif
    return 0;
bad:
    *type = 0;
    *value = 0;
    *tb = 0;
    Py_XDECREF(local_type);
    Py_XDECREF(local_value);
    Py_XDECREF(local_tb);
    return -1;
}

static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) {
    PyObject *r;
    if (!j) return NULL;
    r = PyObject_GetItem(o, j);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyList_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyList_GET_SIZE(o)))) {
        PyObject *r = PyList_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, Py_ssize_t i,
                                                              int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (wraparound & unlikely(i < 0)) i += PyTuple_GET_SIZE(o);
    if ((!boundscheck) || likely((0 <= i) & (i < PyTuple_GET_SIZE(o)))) {
        PyObject *r = PyTuple_GET_ITEM(o, i);
        Py_INCREF(r);
        return r;
    }
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
#else
    return PySequence_GetItem(o, i);
#endif
}
static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssize_t i,
                                                     int is_list, int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyList_GET_SIZE(o);
        if ((!boundscheck) || (likely((n >= 0) & (n < PyList_GET_SIZE(o))))) {
            PyObject *r = PyList_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    }
    else if (PyTuple_CheckExact(o)) {
        Py_ssize_t n = ((!wraparound) | likely(i >= 0)) ? i : i + PyTuple_GET_SIZE(o);
        if ((!boundscheck) || likely((n >= 0) & (n < PyTuple_GET_SIZE(o)))) {
            PyObject *r = PyTuple_GET_ITEM(o, n);
            Py_INCREF(r);
            return r;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (PyErr_ExceptionMatches(PyExc_OverflowError))
                        PyErr_Clear();
                    else
                        return NULL;
                }
            }
            return m->sq_item(o, i);
        }
    }
#else
    if (is_list || PySequence_Check(o)) {
        return PySequence_GetItem(o, i);
    }
#endif
    return __Pyx_GetItemInt_Generic(o, PyInt_FromSsize_t(i));
}

static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *o, PyObject *n) {
#if CYTHON_COMPILING_IN_CPYTHON
#if PY_MAJOR_VERSION >= 3
    if (likely(PyUnicode_Check(n)))
#else
    if (likely(PyString_Check(n)))
#endif
        return __Pyx_PyObject_GetAttrStr(o, n);
#endif
    return PyObject_GetAttr(o, n);
}

static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *o, PyObject *n, PyObject *d) {
    PyObject *r = __Pyx_GetAttr(o, n);
    if (unlikely(!r)) {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError))
            goto bad;
        PyErr_Clear();
        r = d;
        Py_INCREF(d);
    }
    return r;
bad:
    return NULL;
}

static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
    if (s1 == s2) {
        return (equals == Py_EQ);
    } else if (PyBytes_CheckExact(s1) & PyBytes_CheckExact(s2)) {
        const char *ps1, *ps2;
        Py_ssize_t length = PyBytes_GET_SIZE(s1);
        if (length != PyBytes_GET_SIZE(s2))
            return (equals == Py_NE);
        ps1 = PyBytes_AS_STRING(s1);
        ps2 = PyBytes_AS_STRING(s2);
        if (ps1[0] != ps2[0]) {
            return (equals == Py_NE);
        } else if (length == 1) {
            return (equals == Py_EQ);
        } else {
            int result = memcmp(ps1, ps2, (size_t)length);
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & PyBytes_CheckExact(s2)) {
        return (equals == Py_NE);
    } else if ((s2 == Py_None) & PyBytes_CheckExact(s1)) {
        return (equals == Py_NE);
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
#endif
}

static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals) {
#if CYTHON_COMPILING_IN_PYPY
    return PyObject_RichCompareBool(s1, s2, equals);
#else
#if PY_MAJOR_VERSION < 3
    PyObject* owned_ref = NULL;
#endif
    int s1_is_unicode, s2_is_unicode;
    if (s1 == s2) {
        goto return_eq;
    }
    s1_is_unicode = PyUnicode_CheckExact(s1);
    s2_is_unicode = PyUnicode_CheckExact(s2);
#if PY_MAJOR_VERSION < 3
    if ((s1_is_unicode & (!s2_is_unicode)) && PyString_CheckExact(s2)) {
        owned_ref = PyUnicode_FromObject(s2);
        if (unlikely(!owned_ref))
            return -1;
        s2 = owned_ref;
        s2_is_unicode = 1;
    } else if ((s2_is_unicode & (!s1_is_unicode)) && PyString_CheckExact(s1)) {
        owned_ref = PyUnicode_FromObject(s1);
        if (unlikely(!owned_ref))
            return -1;
        s1 = owned_ref;
        s1_is_unicode = 1;
    } else if (((!s2_is_unicode) & (!s1_is_unicode))) {
        return __Pyx_PyBytes_Equals(s1, s2, equals);
    }
#endif
    if (s1_is_unicode & s2_is_unicode) {
        Py_ssize_t length;
        int kind;
        void *data1, *data2;
        if (unlikely(__Pyx_PyUnicode_READY(s1) < 0) || unlikely(__Pyx_PyUnicode_READY(s2) < 0))
            return -1;
        length = __Pyx_PyUnicode_GET_LENGTH(s1);
        if (length != __Pyx_PyUnicode_GET_LENGTH(s2)) {
            goto return_ne;
        }
        kind = __Pyx_PyUnicode_KIND(s1);
        if (kind != __Pyx_PyUnicode_KIND(s2)) {
            goto return_ne;
        }
        data1 = __Pyx_PyUnicode_DATA(s1);
        data2 = __Pyx_PyUnicode_DATA(s2);
        if (__Pyx_PyUnicode_READ(kind, data1, 0) != __Pyx_PyUnicode_READ(kind, data2, 0)) {
            goto return_ne;
        } else if (length == 1) {
            goto return_eq;
        } else {
            int result = memcmp(data1, data2, (size_t)(length * kind));
            #if PY_MAJOR_VERSION < 3
            Py_XDECREF(owned_ref);
            #endif
            return (equals == Py_EQ) ? (result == 0) : (result != 0);
        }
    } else if ((s1 == Py_None) & s2_is_unicode) {
        goto return_ne;
    } else if ((s2 == Py_None) & s1_is_unicode) {
        goto return_ne;
    } else {
        int result;
        PyObject* py_result = PyObject_RichCompare(s1, s2, equals);
        if (!py_result)
            return -1;
        result = __Pyx_PyObject_IsTrue(py_result);
        Py_DECREF(py_result);
        return result;
    }
return_eq:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_EQ);
return_ne:
    #if PY_MAJOR_VERSION < 3
    Py_XDECREF(owned_ref);
    #endif
    return (equals == Py_NE);
#endif
}

#if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    Py_XINCREF(type);
    if (!value || value == Py_None)
        value = NULL;
    else
        Py_INCREF(value);
    if (!tb || tb == Py_None)
        tb = NULL;
    else {
        Py_INCREF(tb);
        if (!PyTraceBack_Check(tb)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: arg 3 must be a traceback or None");
            goto raise_error;
        }
    }
    if (PyType_Check(type)) {
#if CYTHON_COMPILING_IN_PYPY
        if (!value) {
            Py_INCREF(Py_None);
            value = Py_None;
        }
#endif
        PyErr_NormalizeException(&type, &value, &tb);
    } else {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto raise_error;
        }
        value = type;
        type = (PyObject*) Py_TYPE(type);
        Py_INCREF(type);
        if (!PyType_IsSubtype((PyTypeObject *)type, (PyTypeObject *)PyExc_BaseException)) {
            PyErr_SetString(PyExc_TypeError,
                "raise: exception class must be a subclass of BaseException");
            goto raise_error;
        }
    }
    __Pyx_ErrRestore(type, value, tb);
    return;
raise_error:
    Py_XDECREF(value);
    Py_XDECREF(type);
    Py_XDECREF(tb);
    return;
}
#else
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause) {
    PyObject* owned_instance = NULL;
    if (tb == Py_None) {
        tb = 0;
    } else if (tb && !PyTraceBack_Check(tb)) {
        PyErr_SetString(PyExc_TypeError,
            "raise: arg 3 must be a traceback or None");
        goto bad;
    }
    if (value == Py_None)
        value = 0;
    if (PyExceptionInstance_Check(type)) {
        if (value) {
            PyErr_SetString(PyExc_TypeError,
                "instance exception may not have a separate value");
            goto bad;
        }
        value = type;
        type = (PyObject*) Py_TYPE(value);
    } else if (PyExceptionClass_Check(type)) {
        PyObject *instance_class = NULL;
        if (value && PyExceptionInstance_Check(value)) {
            instance_class = (PyObject*) Py_TYPE(value);
            if (instance_class != type) {
                if (PyObject_IsSubclass(instance_class, type)) {
                    type = instance_class;
                } else {
                    instance_class = NULL;
                }
            }
        }
        if (!instance_class) {
            PyObject *args;
            if (!value)
                args = PyTuple_New(0);
            else if (PyTuple_Check(value)) {
                Py_INCREF(value);
                args = value;
            } else
                args = PyTuple_Pack(1, value);
            if (!args)
                goto bad;
            owned_instance = PyObject_Call(type, args, NULL);
            Py_DECREF(args);
            if (!owned_instance)
                goto bad;
            value = owned_instance;
            if (!PyExceptionInstance_Check(value)) {
                PyErr_Format(PyExc_TypeError,
                             "calling %R should have returned an instance of "
                             "BaseException, not %R",
                             type, Py_TYPE(value));
                goto bad;
            }
        }
    } else {
        PyErr_SetString(PyExc_TypeError,
            "raise: exception class must be a subclass of BaseException");
        goto bad;
    }
#if PY_VERSION_HEX >= 0x03030000
    if (cause) {
#else
    if (cause && cause != Py_None) {
#endif
        PyObject *fixed_cause;
        if (cause == Py_None) {
            fixed_cause = NULL;
        } else if (PyExceptionClass_Check(cause)) {
            fixed_cause = PyObject_CallObject(cause, NULL);
            if (fixed_cause == NULL)
                goto bad;
        } else if (PyExceptionInstance_Check(cause)) {
            fixed_cause = cause;
            Py_INCREF(fixed_cause);
        } else {
            PyErr_SetString(PyExc_TypeError,
                            "exception causes must derive from "
                            "BaseException");
            goto bad;
        }
        PyException_SetCause(value, fixed_cause);
    }
    PyErr_SetObject(type, value);
    if (tb) {
        PyThreadState *tstate = PyThreadState_GET();
        PyObject* tmp_tb = tstate->curexc_traceback;
        if (tb != tmp_tb) {
            Py_INCREF(tb);
            tstate->curexc_traceback = tb;
            Py_XDECREF(tmp_tb);
        }
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice(
        PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop,
        PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice,
        int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) {
#if CYTHON_COMPILING_IN_CPYTHON
    PyMappingMethods* mp;
#if PY_MAJOR_VERSION < 3
    PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence;
    if (likely(ms && ms->sq_slice)) {
        if (!has_cstart) {
            if (_py_start && (*_py_start != Py_None)) {
                cstart = __Pyx_PyIndex_AsSsize_t(*_py_start);
                if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstart = 0;
        }
        if (!has_cstop) {
            if (_py_stop && (*_py_stop != Py_None)) {
                cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop);
                if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad;
            } else
                cstop = PY_SSIZE_T_MAX;
        }
        if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) {
            Py_ssize_t l = ms->sq_length(obj);
            if (likely(l >= 0)) {
                if (cstop < 0) {
                    cstop += l;
                    if (cstop < 0) cstop = 0;
                }
                if (cstart < 0) {
                    cstart += l;
                    if (cstart < 0) cstart = 0;
                }
            } else {
                if (PyErr_ExceptionMatches(PyExc_OverflowError))
                    PyErr_Clear();
                else
                    goto bad;
            }
        }
        return ms->sq_slice(obj, cstart, cstop);
    }
#endif
    mp = Py_TYPE(obj)->tp_as_mapping;
    if (likely(mp && mp->mp_subscript))
#endif
    {
        PyObject* result;
        PyObject *py_slice, *py_start, *py_stop;
        if (_py_slice) {
            py_slice = *_py_slice;
        } else {
            PyObject* owned_start = NULL;
            PyObject* owned_stop = NULL;
            if (_py_start) {
                py_start = *_py_start;
            } else {
                if (has_cstart) {
                    owned_start = py_start = PyInt_FromSsize_t(cstart);
                    if (unlikely(!py_start)) goto bad;
                } else
                    py_start = Py_None;
            }
            if (_py_stop) {
                py_stop = *_py_stop;
            } else {
                if (has_cstop) {
                    owned_stop = py_stop = PyInt_FromSsize_t(cstop);
                    if (unlikely(!py_stop)) {
                        Py_XDECREF(owned_start);
                        goto bad;
                    }
                } else
                    py_stop = Py_None;
            }
            py_slice = PySlice_New(py_start, py_stop, Py_None);
            Py_XDECREF(owned_start);
            Py_XDECREF(owned_stop);
            if (unlikely(!py_slice)) goto bad;
        }
#if CYTHON_COMPILING_IN_CPYTHON
        result = mp->mp_subscript(obj, py_slice);
#else
        result = PyObject_GetItem(obj, py_slice);
#endif
        if (!_py_slice) {
            Py_DECREF(py_slice);
        }
        return result;
    }
    PyErr_Format(PyExc_TypeError,
        "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name);
bad:
    return NULL;
}

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

static CYTHON_INLINE __pyx_t_5numpy_int64_t __Pyx_mod___pyx_t_5numpy_int64_t(__pyx_t_5numpy_int64_t a, __pyx_t_5numpy_int64_t b) {
    __pyx_t_5numpy_int64_t r = a % b;
    r += ((r != 0) & ((r ^ b) < 0)) * b;
    return r;
}

static void __Pyx_RaiseBufferFallbackError(void) {
  PyErr_SetString(PyExc_ValueError,
     "Buffer acquisition failed on assignment; and then reacquiring the old buffer failed too!");
}

static double __Pyx__PyObject_AsDouble(PyObject* obj) {
    PyObject* float_value;
#if CYTHON_COMPILING_IN_PYPY
    float_value = PyNumber_Float(obj);
#else
    PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number;
    if (likely(nb) && likely(nb->nb_float)) {
        float_value = nb->nb_float(obj);
        if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) {
            PyErr_Format(PyExc_TypeError,
                "__float__ returned non-float (type %.200s)",
                Py_TYPE(float_value)->tp_name);
            Py_DECREF(float_value);
            goto bad;
        }
    } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) {
#if PY_MAJOR_VERSION >= 3
        float_value = PyFloat_FromString(obj);
#else
        float_value = PyFloat_FromString(obj, 0);
#endif
    } else {
        PyObject* args = PyTuple_New(1);
        if (unlikely(!args)) goto bad;
        PyTuple_SET_ITEM(args, 0, obj);
        float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0);
        PyTuple_SET_ITEM(args, 0, 0);
        Py_DECREF(args);
    }
#endif
    if (likely(float_value)) {
        double value = PyFloat_AS_DOUBLE(float_value);
        Py_DECREF(float_value);
        return value;
    }
bad:
    return (double)-1;
}

static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) {
    PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname);
}

static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) {
    PyObject* fake_module;
    PyTypeObject* cached_type = NULL;
    fake_module = PyImport_AddModule((char*) "_cython_" CYTHON_ABI);
    if (!fake_module) return NULL;
    Py_INCREF(fake_module);
    cached_type = (PyTypeObject*) PyObject_GetAttrString(fake_module, type->tp_name);
    if (cached_type) {
        if (!PyType_Check((PyObject*)cached_type)) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s is not a type object",
                type->tp_name);
            goto bad;
        }
        if (cached_type->tp_basicsize != type->tp_basicsize) {
            PyErr_Format(PyExc_TypeError,
                "Shared Cython type %.200s has the wrong size, try recompiling",
                type->tp_name);
            goto bad;
        }
    } else {
        if (!PyErr_ExceptionMatches(PyExc_AttributeError)) goto bad;
        PyErr_Clear();
        if (PyType_Ready(type) < 0) goto bad;
        if (PyObject_SetAttrString(fake_module, type->tp_name, (PyObject*) type) < 0)
            goto bad;
        Py_INCREF(type);
        cached_type = type;
    }
done:
    Py_DECREF(fake_module);
    return cached_type;
bad:
    Py_XDECREF(cached_type);
    cached_type = NULL;
    goto done;
}

static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    Py_DECREF(res);
    return 0;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
#ifndef PY_WRITE_RESTRICTED
#define PY_WRITE_RESTRICTED WRITE_RESTRICTED
#endif
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyMem_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return PyMethod_New(func,
                            type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
#if CYTHON_COMPILING_IN_PYPY
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    Py_ssize_t size;
    switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) {
    case METH_VARARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0)
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 0)
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL) || PyDict_Size(kw) == 0) {
            size = PyTuple_GET_SIZE(arg);
            if (size == 1)
                return (*meth)(self, PyTuple_GET_ITEM(arg, 0));
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%zd given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
#else
static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
	return PyCFunction_Call(func, arg, kw);
}
#endif
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_Call,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __Pyx_CyFunction_init(void) {
#if !CYTHON_COMPILING_IN_PYPY
    __pyx_CyFunctionType_type.tp_call = PyCFunction_Call;
#endif
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (__pyx_CyFunctionType == NULL) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyMem_Malloc(size);
    if (!m->defaults)
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) {
    int r;
    if (!j) return -1;
    r = PyObject_SetItem(o, j, v);
    Py_DECREF(j);
    return r;
}
static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v,
                                               int is_list, int wraparound, int boundscheck) {
#if CYTHON_COMPILING_IN_CPYTHON
    if (is_list || PyList_CheckExact(o)) {
        Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o));
        if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) {
            PyObject* old = PyList_GET_ITEM(o, n);
            Py_INCREF(v);
            PyList_SET_ITEM(o, n, v);
            Py_DECREF(old);
            return 1;
        }
    } else {
        PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence;
        if (likely(m && m->sq_ass_item)) {
            if (wraparound && unlikely(i < 0) && likely(m->sq_length)) {
                Py_ssize_t l = m->sq_length(o);
                if (likely(l >= 0)) {
                    i += l;
                } else {
                    if (PyErr_ExceptionMatches(PyExc_OverflowError))
                        PyErr_Clear();
                    else
                        return -1;
                }
            }
            return m->sq_ass_item(o, i, v);
        }
    }
#else
#if CYTHON_COMPILING_IN_PYPY
    if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) {
#else
    if (is_list || PySequence_Check(o)) {
#endif
        return PySequence_SetItem(o, i, v);
    }
#endif
    return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v);
}

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

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 PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *function = PyMethod_GET_FUNCTION(method);
            result = __Pyx_PyObject_CallOneArg(function, self);
            Py_DECREF(method);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
}

static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index) {
    PyErr_Format(PyExc_ValueError,
                 "need more than %" CYTHON_FORMAT_SSIZE_T "d value%.1s to unpack",
                 index, (index == 1) ? "" : "s");
}

static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected) {
    PyErr_Format(PyExc_ValueError,
                 "too many values to unpack (expected %" CYTHON_FORMAT_SSIZE_T "d)", expected);
}

static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) {
    if (unlikely(retval)) {
        Py_DECREF(retval);
        __Pyx_RaiseTooManyValuesError(expected);
        return -1;
    } else {
        return __Pyx_IterFinish();
    }
    return 0;
}

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

static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) {
    if (t == Py_None) {
      __Pyx_RaiseNoneNotIterableError();
    } else if (PyTuple_GET_SIZE(t) < index) {
      __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t));
    } else {
      __Pyx_RaiseTooManyValuesError(index);
    }
}

static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                             int is_tuple, int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    if (!is_tuple && unlikely(!PyTuple_Check(tuple))) {
        iternextfunc iternext;
        iter = PyObject_GetIter(tuple);
        if (unlikely(!iter)) goto bad;
        if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
        iternext = Py_TYPE(iter)->tp_iternext;
        value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
        value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
        if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
        Py_DECREF(iter);
    } else {
        if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) {
            __Pyx_UnpackTupleError(tuple, 2);
            goto bad;
        }
#if CYTHON_COMPILING_IN_PYPY
        value1 = PySequence_ITEM(tuple, 0);
        if (unlikely(!value1)) goto bad;
        value2 = PySequence_ITEM(tuple, 1);
        if (unlikely(!value2)) goto bad;
#else
        value1 = PyTuple_GET_ITEM(tuple, 0);
        value2 = PyTuple_GET_ITEM(tuple, 1);
        Py_INCREF(value1);
        Py_INCREF(value2);
#endif
        if (decref_tuple) { Py_DECREF(tuple); }
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name,
                                                   Py_ssize_t* p_orig_length, int* p_source_is_dict) {
    is_dict = is_dict || likely(PyDict_CheckExact(iterable));
    *p_source_is_dict = is_dict;
#if !CYTHON_COMPILING_IN_PYPY
    if (is_dict) {
        *p_orig_length = PyDict_Size(iterable);
        Py_INCREF(iterable);
        return iterable;
    }
#endif
    *p_orig_length = 0;
    if (method_name) {
        PyObject* iter;
        iterable = __Pyx_PyObject_CallMethod0(iterable, method_name);
        if (!iterable)
            return NULL;
#if !CYTHON_COMPILING_IN_PYPY
        if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable))
            return iterable;
#endif
        iter = PyObject_GetIter(iterable);
        Py_DECREF(iterable);
        return iter;
    }
    return PyObject_GetIter(iterable);
}
static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos,
                                              PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) {
    PyObject* next_item;
#if !CYTHON_COMPILING_IN_PYPY
    if (source_is_dict) {
        PyObject *key, *value;
        if (unlikely(orig_length != PyDict_Size(iter_obj))) {
            PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration");
            return -1;
        }
        if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) {
            return 0;
        }
        if (pitem) {
            PyObject* tuple = PyTuple_New(2);
            if (unlikely(!tuple)) {
                return -1;
            }
            Py_INCREF(key);
            Py_INCREF(value);
            PyTuple_SET_ITEM(tuple, 0, key);
            PyTuple_SET_ITEM(tuple, 1, value);
            *pitem = tuple;
        } else {
            if (pkey) {
                Py_INCREF(key);
                *pkey = key;
            }
            if (pvalue) {
                Py_INCREF(value);
                *pvalue = value;
            }
        }
        return 1;
    } else if (PyTuple_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyTuple_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else if (PyList_CheckExact(iter_obj)) {
        Py_ssize_t pos = *ppos;
        if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0;
        *ppos = pos + 1;
        next_item = PyList_GET_ITEM(iter_obj, pos);
        Py_INCREF(next_item);
    } else
#endif
    {
        next_item = PyIter_Next(iter_obj);
        if (unlikely(!next_item)) {
            return __Pyx_IterFinish();
        }
    }
    if (pitem) {
        *pitem = next_item;
    } else if (pkey && pvalue) {
        if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1))
            return -1;
    } else if (pkey) {
        *pkey = next_item;
    } else {
        *pvalue = next_item;
    }
    return 1;
}

static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t a, Py_ssize_t b) {
    Py_ssize_t q = a / b;
    Py_ssize_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static CYTHON_INLINE long __Pyx_mod_long(long a, long b) {
    long r = a % b;
    r += ((r != 0) & ((r ^ b) < 0)) * b;
    return r;
}

static CYTHON_INLINE __pyx_t_5numpy_int64_t __Pyx_div___pyx_t_5numpy_int64_t(__pyx_t_5numpy_int64_t a, __pyx_t_5numpy_int64_t b) {
    __pyx_t_5numpy_int64_t q = a / b;
    __pyx_t_5numpy_int64_t r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_COMPILING_IN_CPYTHON
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *args;
            PyObject *function = PyMethod_GET_FUNCTION(method);
            args = PyTuple_New(2);
            if (unlikely(!args)) goto bad;
            Py_INCREF(self);
            PyTuple_SET_ITEM(args, 0, self);
            Py_INCREF(arg);
            PyTuple_SET_ITEM(args, 1, arg);
            Py_INCREF(function);
            Py_DECREF(method); method = NULL;
            result = __Pyx_PyObject_Call(function, args, NULL);
            Py_DECREF(args);
            Py_DECREF(function);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallOneArg(method, arg);
bad:
    Py_XDECREF(method);
    return result;
}

static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x) {
    if (likely(PyList_CheckExact(L))) {
        if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return -1;
    } else {
        PyObject* retval = __Pyx_PyObject_CallMethod1(L, __pyx_n_s_append, x);
        if (unlikely(!retval))
            return -1;
        Py_DECREF(retval);
    }
    return 0;
}

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

static void __Pyx_call_next_tp_dealloc(PyObject* obj, destructor current_tp_dealloc) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_dealloc != current_tp_dealloc)
        type = type->tp_base;
    while (type && type->tp_dealloc == current_tp_dealloc)
        type = type->tp_base;
    if (type)
        type->tp_dealloc(obj);
}

static int __Pyx_call_next_tp_traverse(PyObject* obj, visitproc v, void *a, traverseproc current_tp_traverse) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_traverse != current_tp_traverse)
        type = type->tp_base;
    while (type && type->tp_traverse == current_tp_traverse)
        type = type->tp_base;
    if (type && type->tp_traverse)
        return type->tp_traverse(obj, v, a);
    return 0;
}

static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_clear) {
    PyTypeObject* type = Py_TYPE(obj);
    while (type && type->tp_clear != current_tp_clear)
        type = type->tp_base;
    while (type && type->tp_clear == current_tp_clear)
        type = type->tp_base;
    if (type && type->tp_clear)
        type->tp_clear(obj);
}

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

static PyObject *__Pyx_CalculateMetaclass(PyTypeObject *metaclass, PyObject *bases) {
    Py_ssize_t i, nbases = PyTuple_GET_SIZE(bases);
    for (i=0; i < nbases; i++) {
        PyTypeObject *tmptype;
        PyObject *tmp = PyTuple_GET_ITEM(bases, i);
        tmptype = Py_TYPE(tmp);
#if PY_MAJOR_VERSION < 3
        if (tmptype == &PyClass_Type)
            continue;
#endif
        if (!metaclass) {
            metaclass = tmptype;
            continue;
        }
        if (PyType_IsSubtype(metaclass, tmptype))
            continue;
        if (PyType_IsSubtype(tmptype, metaclass)) {
            metaclass = tmptype;
            continue;
        }
        PyErr_SetString(PyExc_TypeError,
                        "metaclass conflict: "
                        "the metaclass of a derived class "
                        "must be a (non-strict) subclass "
                        "of the metaclasses of all its bases");
        return NULL;
    }
    if (!metaclass) {
#if PY_MAJOR_VERSION < 3
        metaclass = &PyClass_Type;
#else
        metaclass = &PyType_Type;
#endif
    }
    Py_INCREF((PyObject*) metaclass);
    return (PyObject*) metaclass;
}

static PyObject *__Pyx_Py3MetaclassPrepare(PyObject *metaclass, PyObject *bases, PyObject *name,
                                           PyObject *qualname, PyObject *mkw, PyObject *modname, PyObject *doc) {
    PyObject *ns;
    if (metaclass) {
        PyObject *prep = __Pyx_PyObject_GetAttrStr(metaclass, __pyx_n_s_prepare);
        if (prep) {
            PyObject *pargs = PyTuple_Pack(2, name, bases);
            if (unlikely(!pargs)) {
                Py_DECREF(prep);
                return NULL;
            }
            ns = PyObject_Call(prep, pargs, mkw);
            Py_DECREF(prep);
            Py_DECREF(pargs);
        } else {
            if (unlikely(!PyErr_ExceptionMatches(PyExc_AttributeError)))
                return NULL;
            PyErr_Clear();
            ns = PyDict_New();
        }
    } else {
        ns = PyDict_New();
    }
    if (unlikely(!ns))
        return NULL;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_module, modname) < 0)) goto bad;
    if (unlikely(PyObject_SetItem(ns, __pyx_n_s_qualname, qualname) < 0)) goto bad;
    if (unlikely(doc && PyObject_SetItem(ns, __pyx_n_s_doc, doc) < 0)) goto bad;
    return ns;
bad:
    Py_DECREF(ns);
    return NULL;
}
static PyObject *__Pyx_Py3ClassCreate(PyObject *metaclass, PyObject *name, PyObject *bases,
                                      PyObject *dict, PyObject *mkw,
                                      int calculate_metaclass, int allow_py2_metaclass) {
    PyObject *result, *margs;
    PyObject *owned_metaclass = NULL;
    if (allow_py2_metaclass) {
        owned_metaclass = PyObject_GetItem(dict, __pyx_n_s_metaclass);
        if (owned_metaclass) {
            metaclass = owned_metaclass;
        } else if (likely(PyErr_ExceptionMatches(PyExc_KeyError))) {
            PyErr_Clear();
        } else {
            return NULL;
        }
    }
    if (calculate_metaclass && (!metaclass || PyType_Check(metaclass))) {
        metaclass = __Pyx_CalculateMetaclass((PyTypeObject*) metaclass, bases);
        Py_XDECREF(owned_metaclass);
        if (unlikely(!metaclass))
            return NULL;
        owned_metaclass = metaclass;
    }
    margs = PyTuple_Pack(3, name, bases, dict);
    if (unlikely(!margs)) {
        result = NULL;
    } else {
        result = PyObject_Call(metaclass, margs, mkw);
        Py_DECREF(margs);
    }
    Py_XDECREF(owned_metaclass);
    return result;
}

static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries, int count, int code_line) {
    int start = 0, mid = 0, end = count - 1;
    if (end >= 0 && code_line > entries[end].code_line) {
        return count;
    }
    while (start < end) {
        mid = (start + end) / 2;
        if (code_line < entries[mid].code_line) {
            end = mid;
        } else if (code_line > entries[mid].code_line) {
             start = mid + 1;
        } else {
            return mid;
        }
    }
    if (code_line <= entries[mid].code_line) {
        return mid;
    } else {
        return mid + 1;
    }
}
static PyCodeObject *__pyx_find_code_object(int code_line) {
    PyCodeObject* code_object;
    int pos;
    if (unlikely(!code_line) || unlikely(!__pyx_code_cache.entries)) {
        return NULL;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if (unlikely(pos >= __pyx_code_cache.count) || unlikely(__pyx_code_cache.entries[pos].code_line != code_line)) {
        return NULL;
    }
    code_object = __pyx_code_cache.entries[pos].code_object;
    Py_INCREF(code_object);
    return code_object;
}
static void __pyx_insert_code_object(int code_line, PyCodeObject* code_object) {
    int pos, i;
    __Pyx_CodeObjectCacheEntry* entries = __pyx_code_cache.entries;
    if (unlikely(!code_line)) {
        return;
    }
    if (unlikely(!entries)) {
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Malloc(64*sizeof(__Pyx_CodeObjectCacheEntry));
        if (likely(entries)) {
            __pyx_code_cache.entries = entries;
            __pyx_code_cache.max_count = 64;
            __pyx_code_cache.count = 1;
            entries[0].code_line = code_line;
            entries[0].code_object = code_object;
            Py_INCREF(code_object);
        }
        return;
    }
    pos = __pyx_bisect_code_objects(__pyx_code_cache.entries, __pyx_code_cache.count, code_line);
    if ((pos < __pyx_code_cache.count) && unlikely(__pyx_code_cache.entries[pos].code_line == code_line)) {
        PyCodeObject* tmp = entries[pos].code_object;
        entries[pos].code_object = code_object;
        Py_DECREF(tmp);
        return;
    }
    if (__pyx_code_cache.count == __pyx_code_cache.max_count) {
        int new_max = __pyx_code_cache.max_count + 64;
        entries = (__Pyx_CodeObjectCacheEntry*)PyMem_Realloc(
            __pyx_code_cache.entries, (size_t)new_max*sizeof(__Pyx_CodeObjectCacheEntry));
        if (unlikely(!entries)) {
            return;
        }
        __pyx_code_cache.entries = entries;
        __pyx_code_cache.max_count = new_max;
    }
    for (i=__pyx_code_cache.count; i>pos; i--) {
        entries[i] = entries[i-1];
    }
    entries[pos].code_line = code_line;
    entries[pos].code_object = code_object;
    __pyx_code_cache.count++;
    Py_INCREF(code_object);
}

#include "compile.h"
#include "frameobject.h"
#include "traceback.h"
static PyCodeObject* __Pyx_CreateCodeObjectForTraceback(
            const char *funcname, int c_line,
            int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyObject *py_srcfile = 0;
    PyObject *py_funcname = 0;
    #if PY_MAJOR_VERSION < 3
    py_srcfile = PyString_FromString(filename);
    #else
    py_srcfile = PyUnicode_FromString(filename);
    #endif
    if (!py_srcfile) goto bad;
    if (c_line) {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #else
        py_funcname = PyUnicode_FromFormat( "%s (%s:%d)", funcname, __pyx_cfilenm, c_line);
        #endif
    }
    else {
        #if PY_MAJOR_VERSION < 3
        py_funcname = PyString_FromString(funcname);
        #else
        py_funcname = PyUnicode_FromString(funcname);
        #endif
    }
    if (!py_funcname) goto bad;
    py_code = __Pyx_PyCode_New(
        0,
        0,
        0,
        0,
        0,
        __pyx_empty_bytes, /*PyObject *code,*/
        __pyx_empty_tuple, /*PyObject *consts,*/
        __pyx_empty_tuple, /*PyObject *names,*/
        __pyx_empty_tuple, /*PyObject *varnames,*/
        __pyx_empty_tuple, /*PyObject *freevars,*/
        __pyx_empty_tuple, /*PyObject *cellvars,*/
        py_srcfile,   /*PyObject *filename,*/
        py_funcname,  /*PyObject *name,*/
        py_line,
        __pyx_empty_bytes  /*PyObject *lnotab*/
    );
    Py_DECREF(py_srcfile);
    Py_DECREF(py_funcname);
    return py_code;
bad:
    Py_XDECREF(py_srcfile);
    Py_XDECREF(py_funcname);
    return NULL;
}
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename) {
    PyCodeObject *py_code = 0;
    PyFrameObject *py_frame = 0;
    py_code = __pyx_find_code_object(c_line ? c_line : py_line);
    if (!py_code) {
        py_code = __Pyx_CreateCodeObjectForTraceback(
            funcname, c_line, py_line, filename);
        if (!py_code) goto bad;
        __pyx_insert_code_object(c_line ? c_line : py_line, py_code);
    }
    py_frame = PyFrame_New(
        PyThreadState_GET(), /*PyThreadState *tstate,*/
        py_code,             /*PyCodeObject *code,*/
        __pyx_d,      /*PyObject *globals,*/
        0                    /*PyObject *locals*/
    );
    if (!py_frame) goto bad;
    py_frame->f_lineno = py_line;
    PyTraceBack_Here(py_frame);
bad:
    Py_XDECREF(py_code);
    Py_XDECREF(py_frame);
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(npy_int64) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int64) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(npy_int64) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(npy_int64) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int64) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(npy_int64),
                                     little, !is_unsigned);
    }
}

#if PY_MAJOR_VERSION < 3
static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) {
    if (PyObject_CheckBuffer(obj)) return PyObject_GetBuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) return __pyx_pw_5numpy_7ndarray_1__getbuffer__(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


                static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level) {
    PyObject *empty_list = 0;
    PyObject *module = 0;
    PyObject *global_dict = 0;
    PyObject *empty_dict = 0;
    PyObject *list;
    #if PY_VERSION_HEX < 0x03030000
    PyObject *py_import;
    py_import = __Pyx_PyObject_GetAttrStr(__pyx_b, __pyx_n_s_import);
    if (!py_import)
        goto bad;
    #endif
    if (from_list)
        list = from_list;
    else {
        empty_list = PyList_New(0);
        if (!empty_list)
            goto bad;
        list = empty_list;
    }
    global_dict = PyModule_GetDict(__pyx_m);
    if (!global_dict)
        goto bad;
    empty_dict = PyDict_New();
    if (!empty_dict)
        goto bad;
    {
        #if PY_MAJOR_VERSION >= 3
        if (level == -1) {
            if (strchr(__Pyx_MODULE_NAME, '.')) {
                #if PY_VERSION_HEX < 0x03030000
                PyObject *py_level = PyInt_FromLong(1);
                if (!py_level)
                    goto bad;
                module = PyObject_CallFunctionObjArgs(py_import,
                    name, global_dict, empty_dict, list, py_level, NULL);
                Py_DECREF(py_level);
                #else
                module = PyImport_ImportModuleLevelObject(
                    name, global_dict, empty_dict, list, 1);
                #endif
                if (!module) {
                    if (!PyErr_ExceptionMatches(PyExc_ImportError))
                        goto bad;
                    PyErr_Clear();
                }
            }
            level = 0;
        }
        #endif
        if (!module) {
            #if PY_VERSION_HEX < 0x03030000
            PyObject *py_level = PyInt_FromLong(level);
            if (!py_level)
                goto bad;
            module = PyObject_CallFunctionObjArgs(py_import,
                name, global_dict, empty_dict, list, py_level, NULL);
            Py_DECREF(py_level);
            #else
            module = PyImport_ImportModuleLevelObject(
                name, global_dict, empty_dict, list, level);
            #endif
        }
    }
bad:
    #if PY_VERSION_HEX < 0x03030000
    Py_XDECREF(py_import);
    #endif
    Py_XDECREF(empty_list);
    Py_XDECREF(empty_dict);
    return module;
}

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

#define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)       \
    {                                                                     \
        func_type value = func_value;                                     \
        if (sizeof(target_type) < sizeof(func_type)) {                    \
            if (unlikely(value != (func_type) (target_type) value)) {     \
                func_type zero = 0;                                       \
                if (is_unsigned && unlikely(value < zero))                \
                    goto raise_neg_overflow;                              \
                else                                                      \
                    goto raise_overflow;                                  \
            }                                                             \
        }                                                                 \
        return (target_type) value;                                       \
    }

#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
 #endif
#endif

static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(int) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(int, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (int) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(int) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(int, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(int, long, PyLong_AsLong(x))
            } else if (sizeof(int) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(int, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            int val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (int) -1;
        }
    } else {
        int val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (int) -1;
        val = __Pyx_PyInt_As_int(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to int");
    return (int) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to int");
    return (int) -1;
}

static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *x) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_int64) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_int64, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_int64) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(npy_int64) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int64) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(npy_int64, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(npy_int64) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int64) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int64, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_int64 val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_int64) -1;
        }
    } else {
        npy_int64 val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (npy_int64) -1;
        val = __Pyx_PyInt_As_npy_int64(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_int64");
    return (npy_int64) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_int64");
    return (npy_int64) -1;
}

static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int32(npy_int32 value) {
    const npy_int32 neg_one = (npy_int32) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
    if (is_unsigned) {
        if (sizeof(npy_int32) < sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int32) <= sizeof(unsigned long)) {
            return PyLong_FromUnsignedLong((unsigned long) value);
        } else if (sizeof(npy_int32) <= sizeof(unsigned long long)) {
            return PyLong_FromUnsignedLongLong((unsigned long long) value);
        }
    } else {
        if (sizeof(npy_int32) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int32) <= sizeof(long long)) {
            return PyLong_FromLongLong((long long) value);
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(npy_int32),
                                     little, !is_unsigned);
    }
}

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

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

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

static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *x) {
    const npy_int32 neg_one = (npy_int32) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(npy_int32) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(npy_int32, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (npy_int32) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(npy_int32) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int32) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(npy_int32, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(npy_int32) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int32) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(npy_int32, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            npy_int32 val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (npy_int32) -1;
        }
    } else {
        npy_int32 val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (npy_int32) -1;
        val = __Pyx_PyInt_As_npy_int32(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to npy_int32");
    return (npy_int32) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to npy_int32");
    return (npy_int32) -1;
}

static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(long) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(long, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (long) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(long) <= sizeof(unsigned long long)) {
                __PYX_VERIFY_RETURN_INT(long, unsigned long long, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
 #if CYTHON_USE_PYLONG_INTERNALS
            switch (Py_SIZE(x)) {
                case  0: return 0;
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +(((PyLongObject*)x)->ob_digit[0]));
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, -(sdigit) ((PyLongObject*)x)->ob_digit[0]);
            }
 #endif
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT(long, long, PyLong_AsLong(x))
            } else if (sizeof(long) <= sizeof(long long)) {
                __PYX_VERIFY_RETURN_INT(long, long long, PyLong_AsLongLong(x))
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            long val;
            PyObject *v = __Pyx_PyNumber_Int(x);
 #if PY_MAJOR_VERSION < 3
            if (likely(v) && !PyLong_Check(v)) {
                PyObject *tmp = v;
                v = PyNumber_Long(tmp);
                Py_DECREF(tmp);
            }
 #endif
            if (likely(v)) {
                int one = 1; int is_little = (int)*(unsigned char *)&one;
                unsigned char *bytes = (unsigned char *)&val;
                int ret = _PyLong_AsByteArray((PyLongObject *)v,
                                              bytes, sizeof(val),
                                              is_little, !is_unsigned);
                Py_DECREF(v);
                if (likely(!ret))
                    return val;
            }
#endif
            return (long) -1;
        }
    } else {
        long val;
        PyObject *tmp = __Pyx_PyNumber_Int(x);
        if (!tmp) return (long) -1;
        val = __Pyx_PyInt_As_long(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to long");
    return (long) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to long");
    return (long) -1;
}

static PyObject* __Pyx_Method_ClassMethod(PyObject *method) {
#if CYTHON_COMPILING_IN_PYPY
    if (PyObject_TypeCheck(method, &PyWrapperDescr_Type)) {
        return PyClassMethod_New(method);
    }
#else
    static PyTypeObject *methoddescr_type = NULL;
    if (methoddescr_type == NULL) {
       PyObject *meth = PyObject_GetAttrString((PyObject*)&PyList_Type, "append");
       if (!meth) return NULL;
       methoddescr_type = Py_TYPE(meth);
       Py_DECREF(meth);
    }
    if (PyObject_TypeCheck(method, methoddescr_type)) {
        PyMethodDescrObject *descr = (PyMethodDescrObject *)method;
        #if PY_VERSION_HEX < 0x03020000
        PyTypeObject *d_type = descr->d_type;
        #else
        PyTypeObject *d_type = descr->d_common.d_type;
        #endif
        return PyDescr_NewClassMethod(d_type, descr->d_method);
    }
#endif
    else if (PyMethod_Check(method)) {
        return PyClassMethod_New(PyMethod_GET_FUNCTION(method));
    }
    else if (PyCFunction_Check(method)) {
        return PyClassMethod_New(method);
    }
#ifdef __Pyx_CyFunction_USED
    else if (PyObject_TypeCheck(method, __pyx_CyFunctionType)) {
        return PyClassMethod_New(method);
    }
#endif
    PyErr_SetString(PyExc_TypeError,
                   "Class-level classmethod() can only be called on "
                   "a method_descriptor or instance method.");
    return NULL;
}

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return ::std::complex< float >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      return x + y*(__pyx_t_float_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float x, float y) {
      __pyx_t_float_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eqf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sumf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_difff(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prodf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quotf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        __pyx_t_float_complex z;
        float denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_negf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zerof(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conjf(__pyx_t_float_complex a) {
        __pyx_t_float_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE float __Pyx_c_absf(__pyx_t_float_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrtf(z.real*z.real + z.imag*z.imag);
          #else
            return hypotf(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_powf(__pyx_t_float_complex a, __pyx_t_float_complex b) {
            __pyx_t_float_complex z;
            float r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    float denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(a, a);
                    case 3:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, a);
                    case 4:
                        z = __Pyx_c_prodf(a, a);
                        return __Pyx_c_prodf(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_absf(a);
                theta = atan2f(a.imag, a.real);
            }
            lnr = logf(r);
            z_r = expf(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cosf(z_theta);
            z.imag = z_r * sinf(z_theta);
            return z;
        }
    #endif
#endif

#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return ::std::complex< double >(x, y);
    }
  #else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      return x + y*(__pyx_t_double_complex)_Complex_I;
    }
  #endif
#else
    static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double x, double y) {
      __pyx_t_double_complex z;
      z.real = x;
      z.imag = y;
      return z;
    }
#endif

#if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq(__pyx_t_double_complex a, __pyx_t_double_complex b) {
       return (a.real == b.real) && (a.imag == b.imag);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real + b.real;
        z.imag = a.imag + b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real - b.real;
        z.imag = a.imag - b.imag;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        z.real = a.real * b.real - a.imag * b.imag;
        z.imag = a.real * b.imag + a.imag * b.real;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        __pyx_t_double_complex z;
        double denom = b.real * b.real + b.imag * b.imag;
        z.real = (a.real * b.real + a.imag * b.imag) / denom;
        z.imag = (a.imag * b.real - a.real * b.imag) / denom;
        return z;
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real = -a.real;
        z.imag = -a.imag;
        return z;
    }
    static CYTHON_INLINE int __Pyx_c_is_zero(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj(__pyx_t_double_complex a) {
        __pyx_t_double_complex z;
        z.real =  a.real;
        z.imag = -a.imag;
        return z;
    }
    #if 1
        static CYTHON_INLINE double __Pyx_c_abs(__pyx_t_double_complex z) {
          #if !defined(HAVE_HYPOT) || defined(_MSC_VER)
            return sqrt(z.real*z.real + z.imag*z.imag);
          #else
            return hypot(z.real, z.imag);
          #endif
        }
        static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow(__pyx_t_double_complex a, __pyx_t_double_complex b) {
            __pyx_t_double_complex z;
            double r, lnr, theta, z_r, z_theta;
            if (b.imag == 0 && b.real == (int)b.real) {
                if (b.real < 0) {
                    double denom = a.real * a.real + a.imag * a.imag;
                    a.real = a.real / denom;
                    a.imag = -a.imag / denom;
                    b.real = -b.real;
                }
                switch ((int)b.real) {
                    case 0:
                        z.real = 1;
                        z.imag = 0;
                        return z;
                    case 1:
                        return a;
                    case 2:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(a, a);
                    case 3:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, a);
                    case 4:
                        z = __Pyx_c_prod(a, a);
                        return __Pyx_c_prod(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                }
                r = a.real;
                theta = 0;
            } else {
                r = __Pyx_c_abs(a);
                theta = atan2(a.imag, a.real);
            }
            lnr = log(r);
            z_r = exp(lnr * b.real - theta * b.imag);
            z_theta = theta * b.real + lnr * b.imag;
            z.real = z_r * cos(z_theta);
            z.imag = z_r * sin(z_theta);
            return z;
        }
    #endif
#endif

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

static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyThreadState *tstate = PyThreadState_GET();
    tmp_type = tstate->exc_type;
    tmp_value = tstate->exc_value;
    tmp_tb = tstate->exc_traceback;
    tstate->exc_type = *type;
    tstate->exc_value = *value;
    tstate->exc_traceback = *tb;
#else
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
#endif
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}

static PyObject *__Pyx_Generator_Next(PyObject *self);
static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value);
static PyObject *__Pyx_Generator_Close(PyObject *self);
static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args);
static PyTypeObject *__pyx_GeneratorType = 0;
#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType)
#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom)
#if 1 || PY_VERSION_HEX < 0x030300B0
static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) {
    PyObject *et, *ev, *tb;
    PyObject *value = NULL;
    __Pyx_ErrFetch(&et, &ev, &tb);
    if (!et) {
        Py_XDECREF(tb);
        Py_XDECREF(ev);
        Py_INCREF(Py_None);
        *pvalue = Py_None;
        return 0;
    }
    if (unlikely(et != PyExc_StopIteration) &&
            unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    if (likely(et == PyExc_StopIteration)) {
        if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) {
            if (!ev) {
                Py_INCREF(Py_None);
                ev = Py_None;
            }
            Py_XDECREF(tb);
            Py_DECREF(et);
            *pvalue = ev;
            return 0;
        }
    }
    PyErr_NormalizeException(&et, &ev, &tb);
    if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) {
        __Pyx_ErrRestore(et, ev, tb);
        return -1;
    }
    Py_XDECREF(tb);
    Py_DECREF(et);
#if PY_VERSION_HEX >= 0x030300A0
    value = ((PyStopIterationObject *)ev)->value;
    Py_INCREF(value);
    Py_DECREF(ev);
#else
    {
        PyObject* args = PyObject_GetAttr(ev, __pyx_n_s_args);
        Py_DECREF(ev);
        if (likely(args)) {
            value = PyObject_GetItem(args, 0);
            Py_DECREF(args);
        }
        if (unlikely(!value)) {
            __Pyx_ErrRestore(NULL, NULL, NULL);
            Py_INCREF(Py_None);
            value = Py_None;
        }
    }
#endif
    *pvalue = value;
    return 0;
}
#endif
static CYTHON_INLINE
void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) {
    PyObject *exc_type = self->exc_type;
    PyObject *exc_value = self->exc_value;
    PyObject *exc_traceback = self->exc_traceback;
    self->exc_type = NULL;
    self->exc_value = NULL;
    self->exc_traceback = NULL;
    Py_XDECREF(exc_type);
    Py_XDECREF(exc_value);
    Py_XDECREF(exc_traceback);
}
static CYTHON_INLINE
int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) {
    if (unlikely(gen->is_running)) {
        PyErr_SetString(PyExc_ValueError,
                        "generator already executing");
        return 1;
    }
    return 0;
}
static CYTHON_INLINE
PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) {
    PyObject *retval;
    assert(!self->is_running);
    if (unlikely(self->resume_label == 0)) {
        if (unlikely(value && value != Py_None)) {
            PyErr_SetString(PyExc_TypeError,
                            "can't send non-None value to a "
                            "just-started generator");
            return NULL;
        }
    }
    if (unlikely(self->resume_label == -1)) {
        PyErr_SetNone(PyExc_StopIteration);
        return NULL;
    }
    if (value) {
#if CYTHON_COMPILING_IN_PYPY
#else
        if (self->exc_traceback) {
            PyThreadState *tstate = PyThreadState_GET();
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_XINCREF(tstate->frame);
            assert(f->f_back == NULL);
            f->f_back = tstate->frame;
        }
#endif
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
    } else {
        __Pyx_Generator_ExceptionClear(self);
    }
    self->is_running = 1;
    retval = self->body((PyObject *) self, value);
    self->is_running = 0;
    if (retval) {
        __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value,
                            &self->exc_traceback);
#if CYTHON_COMPILING_IN_PYPY
#else
        if (self->exc_traceback) {
            PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback;
            PyFrameObject *f = tb->tb_frame;
            Py_CLEAR(f->f_back);
        }
#endif
    } else {
        __Pyx_Generator_ExceptionClear(self);
    }
    return retval;
}
static CYTHON_INLINE
PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) {
    PyObject *ret;
    PyObject *val = NULL;
    __Pyx_Generator_Undelegate(gen);
    __Pyx_PyGen_FetchStopIterationValue(&val);
    ret = __Pyx_Generator_SendEx(gen, val);
    Py_XDECREF(val);
    return ret;
}
static PyObject *__Pyx_Generator_Next(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        ret = Py_TYPE(yf)->tp_iternext(yf);
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Generator_FinishDelegation(gen);
    }
    return __Pyx_Generator_SendEx(gen, Py_None);
}
static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self;
    PyObject *yf = gen->yieldfrom;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        gen->is_running = 1;
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Send(yf, value);
        } else {
            if (value == Py_None)
                ret = PyIter_Next(yf);
            else
                ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s_send, value);
        }
        gen->is_running = 0;
        if (likely(ret)) {
            return ret;
        }
        return __Pyx_Generator_FinishDelegation(gen);
    }
    return __Pyx_Generator_SendEx(gen, value);
}
static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) {
    PyObject *retval = NULL;
    int err = 0;
    if (__Pyx_Generator_CheckExact(yf)) {
        retval = __Pyx_Generator_Close(yf);
        if (!retval)
            return -1;
    } else {
        PyObject *meth;
        gen->is_running = 1;
        meth = PyObject_GetAttr(yf, __pyx_n_s_close);
        if (unlikely(!meth)) {
            if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                PyErr_WriteUnraisable(yf);
            }
            PyErr_Clear();
        } else {
            retval = PyObject_CallFunction(meth, NULL);
            Py_DECREF(meth);
            if (!retval)
                err = -1;
        }
        gen->is_running = 0;
    }
    Py_XDECREF(retval);
    return err;
}
static PyObject *__Pyx_Generator_Close(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject *retval, *raised_exception;
    PyObject *yf = gen->yieldfrom;
    int err = 0;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        Py_INCREF(yf);
        err = __Pyx_Generator_CloseIter(gen, yf);
        __Pyx_Generator_Undelegate(gen);
        Py_DECREF(yf);
    }
    if (err == 0)
        PyErr_SetNone(PyExc_GeneratorExit);
    retval = __Pyx_Generator_SendEx(gen, NULL);
    if (retval) {
        Py_DECREF(retval);
        PyErr_SetString(PyExc_RuntimeError,
                        "generator ignored GeneratorExit");
        return NULL;
    }
    raised_exception = PyErr_Occurred();
    if (!raised_exception
        || raised_exception == PyExc_StopIteration
        || raised_exception == PyExc_GeneratorExit
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit)
        || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration))
    {
        if (raised_exception) PyErr_Clear();
        Py_INCREF(Py_None);
        return Py_None;
    }
    return NULL;
}
static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject *typ;
    PyObject *tb = NULL;
    PyObject *val = NULL;
    PyObject *yf = gen->yieldfrom;
    if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb))
        return NULL;
    if (unlikely(__Pyx_Generator_CheckRunning(gen)))
        return NULL;
    if (yf) {
        PyObject *ret;
        Py_INCREF(yf);
        if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) {
            int err = __Pyx_Generator_CloseIter(gen, yf);
            Py_DECREF(yf);
            __Pyx_Generator_Undelegate(gen);
            if (err < 0)
                return __Pyx_Generator_SendEx(gen, NULL);
            goto throw_here;
        }
        gen->is_running = 1;
        if (__Pyx_Generator_CheckExact(yf)) {
            ret = __Pyx_Generator_Throw(yf, args);
        } else {
            PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s_throw);
            if (unlikely(!meth)) {
                Py_DECREF(yf);
                if (!PyErr_ExceptionMatches(PyExc_AttributeError)) {
                    gen->is_running = 0;
                    return NULL;
                }
                PyErr_Clear();
                __Pyx_Generator_Undelegate(gen);
                gen->is_running = 0;
                goto throw_here;
            }
            ret = PyObject_CallObject(meth, args);
            Py_DECREF(meth);
        }
        gen->is_running = 0;
        Py_DECREF(yf);
        if (!ret) {
            ret = __Pyx_Generator_FinishDelegation(gen);
        }
        return ret;
    }
throw_here:
    __Pyx_Raise(typ, val, tb, NULL);
    return __Pyx_Generator_SendEx(gen, NULL);
}
static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    Py_VISIT(gen->closure);
    Py_VISIT(gen->classobj);
    Py_VISIT(gen->yieldfrom);
    Py_VISIT(gen->exc_type);
    Py_VISIT(gen->exc_value);
    Py_VISIT(gen->exc_traceback);
    return 0;
}
static int __Pyx_Generator_clear(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    Py_CLEAR(gen->closure);
    Py_CLEAR(gen->classobj);
    Py_CLEAR(gen->yieldfrom);
    Py_CLEAR(gen->exc_type);
    Py_CLEAR(gen->exc_value);
    Py_CLEAR(gen->exc_traceback);
    Py_CLEAR(gen->gi_name);
    Py_CLEAR(gen->gi_qualname);
    return 0;
}
static void __Pyx_Generator_dealloc(PyObject *self) {
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    PyObject_GC_UnTrack(gen);
    if (gen->gi_weakreflist != NULL)
        PyObject_ClearWeakRefs(self);
    if (gen->resume_label > 0) {
        PyObject_GC_Track(self);
#if PY_VERSION_HEX >= 0x030400a1
        if (PyObject_CallFinalizerFromDealloc(self))
#else
        Py_TYPE(gen)->tp_del(self);
        if (self->ob_refcnt > 0)
#endif
        {
            return;
        }
        PyObject_GC_UnTrack(self);
    }
    __Pyx_Generator_clear(self);
    PyObject_GC_Del(gen);
}
static void __Pyx_Generator_del(PyObject *self) {
    PyObject *res;
    PyObject *error_type, *error_value, *error_traceback;
    __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self;
    if (gen->resume_label <= 0)
        return ;
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt == 0);
    self->ob_refcnt = 1;
#endif
    __Pyx_ErrFetch(&error_type, &error_value, &error_traceback);
    res = __Pyx_Generator_Close(self);
    if (res == NULL)
        PyErr_WriteUnraisable(self);
    else
        Py_DECREF(res);
    __Pyx_ErrRestore(error_type, error_value, error_traceback);
#if PY_VERSION_HEX < 0x030400a1
    assert(self->ob_refcnt > 0);
    if (--self->ob_refcnt == 0) {
        return;
    }
    {
        Py_ssize_t refcnt = self->ob_refcnt;
        _Py_NewReference(self);
        self->ob_refcnt = refcnt;
    }
#if CYTHON_COMPILING_IN_CPYTHON
    assert(PyType_IS_GC(self->ob_type) &&
           _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED);
    _Py_DEC_REFTOTAL;
#endif
#ifdef COUNT_ALLOCS
    --Py_TYPE(self)->tp_frees;
    --Py_TYPE(self)->tp_allocs;
#endif
#endif
}
static PyObject *
__Pyx_Generator_get_name(__pyx_GeneratorObject *self)
{
    Py_INCREF(self->gi_name);
    return self->gi_name;
}
static int
__Pyx_Generator_set_name(__pyx_GeneratorObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_name;
    Py_INCREF(value);
    self->gi_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_Generator_get_qualname(__pyx_GeneratorObject *self)
{
    Py_INCREF(self->gi_qualname);
    return self->gi_qualname;
}
static int
__Pyx_Generator_set_qualname(__pyx_GeneratorObject *self, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = self->gi_qualname;
    Py_INCREF(value);
    self->gi_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyGetSetDef __pyx_Generator_getsets[] = {
    {(char *) "__name__", (getter)__Pyx_Generator_get_name, (setter)__Pyx_Generator_set_name,
     (char*) PyDoc_STR("name of the generator"), 0},
    {(char *) "__qualname__", (getter)__Pyx_Generator_get_qualname, (setter)__Pyx_Generator_set_qualname,
     (char*) PyDoc_STR("qualified name of the generator"), 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_Generator_memberlist[] = {
    {(char *) "gi_running", T_BOOL, offsetof(__pyx_GeneratorObject, is_running), READONLY, NULL},
    {0, 0, 0, 0, 0}
};
static PyMethodDef __pyx_Generator_methods[] = {
    {"send", (PyCFunction) __Pyx_Generator_Send, METH_O, 0},
    {"throw", (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0},
    {"close", (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0},
    {0, 0, 0, 0}
};
static PyTypeObject __pyx_GeneratorType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "generator",
    sizeof(__pyx_GeneratorObject),
    0,
    (destructor) __Pyx_Generator_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_HAVE_FINALIZE,
    0,
    (traverseproc) __Pyx_Generator_traverse,
    0,
    0,
    offsetof(__pyx_GeneratorObject, gi_weakreflist),
    0,
    (iternextfunc) __Pyx_Generator_Next,
    __pyx_Generator_methods,
    __pyx_Generator_memberlist,
    __pyx_Generator_getsets,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#else
    __Pyx_Generator_del,
#endif
    0,
#if PY_VERSION_HEX >= 0x030400a1
    __Pyx_Generator_del,
#endif
};
static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body,
                                                  PyObject *closure, PyObject *name, PyObject *qualname) {
    __pyx_GeneratorObject *gen =
        PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type);
    if (gen == NULL)
        return NULL;
    gen->body = body;
    gen->closure = closure;
    Py_XINCREF(closure);
    gen->is_running = 0;
    gen->resume_label = 0;
    gen->classobj = NULL;
    gen->yieldfrom = NULL;
    gen->exc_type = NULL;
    gen->exc_value = NULL;
    gen->exc_traceback = NULL;
    gen->gi_weakreflist = NULL;
    Py_XINCREF(qualname);
    gen->gi_qualname = qualname;
    Py_XINCREF(name);
    gen->gi_name = name;
    PyObject_GC_Track(gen);
    return gen;
}
static int __pyx_Generator_init(void) {
    __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr;
    __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter;
    __pyx_GeneratorType = __Pyx_FetchCommonType(&__pyx_GeneratorType_type);
    if (__pyx_GeneratorType == NULL) {
        return -1;
    }
    return 0;
}

static int __Pyx_check_binary_version(void) {
    char ctversion[4], rtversion[4];
    PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION);
    PyOS_snprintf(rtversion, 4, "%s", Py_GetVersion());
    if (ctversion[0] != rtversion[0] || ctversion[2] != rtversion[2]) {
        char message[200];
        PyOS_snprintf(message, sizeof(message),
                      "compiletime version %s of module '%.100s' "
                      "does not match runtime version %s",
                      ctversion, __Pyx_MODULE_NAME, rtversion);
        return PyErr_WarnEx(NULL, message, 1);
    }
    return 0;
}

static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    union {
        void (*fp)(void);
        void *p;
    } tmp;
    d = PyObject_GetAttrString(__pyx_m, (char *)"__pyx_capi__");
    if (!d) {
        PyErr_Clear();
        d = PyDict_New();
        if (!d)
            goto bad;
        Py_INCREF(d);
        if (PyModule_AddObject(__pyx_m, (char *)"__pyx_capi__", d) < 0)
            goto bad;
    }
    tmp.fp = f;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(tmp.p, sig, 0);
#else
    cobj = PyCObject_FromVoidPtrAndDesc(tmp.p, (void *)sig, 0);
#endif
    if (!cobj)
        goto bad;
    if (PyDict_SetItemString(d, name, cobj) < 0)
        goto bad;
    Py_DECREF(cobj);
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(cobj);
    Py_XDECREF(d);
    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,
            "%.200s.%.200s is not a type object",
            module_name, class_name);
        goto bad;
    }
#ifndef Py_LIMITED_API
    basicsize = ((PyTypeObject *)result)->tp_basicsize;
#else
    py_basicsize = PyObject_GetAttrString(result, "__basicsize__");
    if (!py_basicsize)
        goto bad;
    basicsize = PyLong_AsSsize_t(py_basicsize);
    Py_DECREF(py_basicsize);
    py_basicsize = 0;
    if (basicsize == (Py_ssize_t)-1 && PyErr_Occurred())
        goto bad;
#endif
    if (!strict && (size_t)basicsize > size) {
        PyOS_snprintf(warning, sizeof(warning),
            "%s.%s size changed, may indicate binary incompatibility",
            module_name, class_name);
        if (PyErr_WarnEx(NULL, warning, 0) < 0) goto bad;
    }
    else if ((size_t)basicsize != size) {
        PyErr_Format(PyExc_ValueError,
            "%.200s.%.200s has the wrong size, try recompiling",
            module_name, class_name);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) {
    while (t->p) {
        #if PY_MAJOR_VERSION < 3
        if (t->is_unicode) {
            *t->p = PyUnicode_DecodeUTF8(t->s, t->n - 1, NULL);
        } else if (t->intern) {
            *t->p = PyString_InternFromString(t->s);
        } else {
            *t->p = PyString_FromStringAndSize(t->s, t->n - 1);
        }
        #else
        if (t->is_unicode | t->is_str) {
            if (t->intern) {
                *t->p = PyUnicode_InternFromString(t->s);
            } else if (t->encoding) {
                *t->p = PyUnicode_Decode(t->s, t->n - 1, t->encoding, NULL);
            } else {
                *t->p = PyUnicode_FromStringAndSize(t->s, t->n - 1);
            }
        } else {
            *t->p = PyBytes_FromStringAndSize(t->s, t->n - 1);
        }
        #endif
        if (!*t->p)
            return -1;
        ++t;
    }
    return 0;
}

static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_str) {
    return __Pyx_PyUnicode_FromStringAndSize(c_str, (Py_ssize_t)strlen(c_str));
}
static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject* o) {
    Py_ssize_t ignore;
    return __Pyx_PyObject_AsStringAndSize(o, &ignore);
}
static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject* o, Py_ssize_t *length) {
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT
    if (
#if PY_MAJOR_VERSION < 3 && __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
            __Pyx_sys_getdefaultencoding_not_ascii &&
#endif
            PyUnicode_Check(o)) {
#if PY_VERSION_HEX < 0x03030000
        char* defenc_c;
        PyObject* defenc = _PyUnicode_AsDefaultEncodedString(o, NULL);
        if (!defenc) return NULL;
        defenc_c = PyBytes_AS_STRING(defenc);
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        {
            char* end = defenc_c + PyBytes_GET_SIZE(defenc);
            char* c;
            for (c = defenc_c; c < end; c++) {
                if ((unsigned char) (*c) >= 128) {
                    PyUnicode_AsASCIIString(o);
                    return NULL;
                }
            }
        }
#endif
        *length = PyBytes_GET_SIZE(defenc);
        return defenc_c;
#else
        if (__Pyx_PyUnicode_READY(o) == -1) return NULL;
#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII
        if (PyUnicode_IS_ASCII(o)) {
            *length = PyUnicode_GET_LENGTH(o);
            return PyUnicode_AsUTF8(o);
        } else {
            PyUnicode_AsASCIIString(o);
            return NULL;
        }
#else
        return PyUnicode_AsUTF8AndSize(o, length);
#endif
#endif
    } else
#endif
#if !CYTHON_COMPILING_IN_PYPY
    if (PyByteArray_Check(o)) {
        *length = PyByteArray_GET_SIZE(o);
        return PyByteArray_AS_STRING(o);
    } else
#endif
    {
        char* result;
        int r = PyBytes_AsStringAndSize(o, &result, length);
        if (unlikely(r < 0)) {
            return NULL;
        } else {
            return result;
        }
    }
}
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) {
   int is_true = x == Py_True;
   if (is_true | (x == Py_False) | (x == Py_None)) return is_true;
   else return PyObject_IsTrue(x);
}
static CYTHON_INLINE PyObject* __Pyx_PyNumber_Int(PyObject* x) {
  PyNumberMethods *m;
  const char *name = NULL;
  PyObject *res = NULL;
#if PY_MAJOR_VERSION < 3
  if (PyInt_Check(x) || PyLong_Check(x))
#else
  if (PyLong_Check(x))
#endif
    return Py_INCREF(x), x;
  m = Py_TYPE(x)->tp_as_number;
#if PY_MAJOR_VERSION < 3
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Int(x);
  }
  else if (m && m->nb_long) {
    name = "long";
    res = PyNumber_Long(x);
  }
#else
  if (m && m->nb_int) {
    name = "int";
    res = PyNumber_Long(x);
  }
#endif
  if (res) {
#if PY_MAJOR_VERSION < 3
    if (!PyInt_Check(res) && !PyLong_Check(res)) {
#else
    if (!PyLong_Check(res)) {
#endif
      PyErr_Format(PyExc_TypeError,
                   "__%.4s__ returned non-%.4s (type %.200s)",
                   name, name, Py_TYPE(res)->tp_name);
      Py_DECREF(res);
      return NULL;
    }
  }
  else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_TypeError,
                    "an integer is required");
  }
  return res;
}
static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) {
  Py_ssize_t ival;
  PyObject *x;
#if PY_MAJOR_VERSION < 3
  if (likely(PyInt_CheckExact(b)))
      return PyInt_AS_LONG(b);
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
     #if CYTHON_USE_PYLONG_INTERNALS
       switch (Py_SIZE(b)) {
       case -1: return -(sdigit)((PyLongObject*)b)->ob_digit[0];
       case  0: return 0;
       case  1: return ((PyLongObject*)b)->ob_digit[0];
       }
     #endif
    #endif
    return PyLong_AsSsize_t(b);
  }
  x = PyNumber_Index(b);
  if (!x) return -1;
  ival = PyInt_AsSsize_t(x);
  Py_DECREF(x);
  return ival;
}
static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) {
    return PyInt_FromSize_t(ival);
}


#endif /* Py_PYTHON_H */
