/* Generated by Cython 0.24.1 */

#define PY_SSIZE_T_CLEAN
#include "Python.h"
#ifndef Py_PYTHON_H
    #error Python headers needed to compile C extensions, please install development version of Python.
#elif PY_VERSION_HEX < 0x02060000 || (0x03000000 <= PY_VERSION_HEX && PY_VERSION_HEX < 0x03020000)
    #error Cython requires Python 2.6+ or Python 3.2+.
#else
#define CYTHON_ABI "0_24_1"
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
    #define __stdcall
  #endif
  #ifndef __cdecl
    #define __cdecl
  #endif
  #ifndef __fastcall
    #define __fastcall
  #endif
#endif
#ifndef DL_IMPORT
  #define DL_IMPORT(t) t
#endif
#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
#endif
#ifndef PY_LONG_LONG
  #define PY_LONG_LONG LONG_LONG
#endif
#ifndef Py_HUGE_VAL
  #define Py_HUGE_VAL HUGE_VAL
#endif
#ifdef PYPY_VERSION
  #define CYTHON_COMPILING_IN_PYPY 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
#endif
#if !defined(CYTHON_USE_PYLONG_INTERNALS) && CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02070000
  #define CYTHON_USE_PYLONG_INTERNALS 1
#endif
#if CYTHON_USE_PYLONG_INTERNALS
  #include "longintrepr.h"
  #undef SHIFT
  #undef BASE
  #undef MASK
#endif
#if CYTHON_COMPILING_IN_PYPY && PY_VERSION_HEX < 0x02070600 && !defined(Py_OptimizeFlag)
  #define Py_OptimizeFlag 0
#endif
#define __PYX_BUILD_PY_SSIZE_T "n"
#define CYTHON_FORMAT_SSIZE_T "z"
#if PY_MAJOR_VERSION < 3
  #define __Pyx_BUILTIN_MODULE_NAME "__builtin__"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a+k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyClass_Type
#else
  #define __Pyx_BUILTIN_MODULE_NAME "builtins"
  #define __Pyx_PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)\
          PyCode_New(a, k, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos)
  #define __Pyx_DefaultClassType PyType_Type
#endif
#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
  #define Py_TPFLAGS_HAVE_INDEX 0
#endif
#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
#endif
#if PY_VERSION_HEX > 0x03030000 && defined(PyUnicode_KIND)
  #define CYTHON_PEP393_ENABLED 1
  #define __Pyx_PyUnicode_READY(op)       (likely(PyUnicode_IS_READY(op)) ?\
                                              0 : _PyUnicode_Ready((PyObject *)(op)))
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_LENGTH(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) PyUnicode_READ_CHAR(u, i)
  #define __Pyx_PyUnicode_KIND(u)         PyUnicode_KIND(u)
  #define __Pyx_PyUnicode_DATA(u)         PyUnicode_DATA(u)
  #define __Pyx_PyUnicode_READ(k, d, i)   PyUnicode_READ(k, d, i)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != (likely(PyUnicode_IS_READY(u)) ? PyUnicode_GET_LENGTH(u) : PyUnicode_GET_SIZE(u)))
#else
  #define CYTHON_PEP393_ENABLED 0
  #define __Pyx_PyUnicode_READY(op)       (0)
  #define __Pyx_PyUnicode_GET_LENGTH(u)   PyUnicode_GET_SIZE(u)
  #define __Pyx_PyUnicode_READ_CHAR(u, i) ((Py_UCS4)(PyUnicode_AS_UNICODE(u)[i]))
  #define __Pyx_PyUnicode_KIND(u)         (sizeof(Py_UNICODE))
  #define __Pyx_PyUnicode_DATA(u)         ((void*)PyUnicode_AS_UNICODE(u))
  #define __Pyx_PyUnicode_READ(k, d, i)   ((void)(k), (Py_UCS4)(((Py_UNICODE*)d)[i]))
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
#endif
#if CYTHON_COMPILING_IN_PYPY
  #define __Pyx_PyUnicode_Concat(a, b)      PyNumber_Add(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  PyNumber_Add(a, b)
#else
  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
      PyNumber_Add(a, b) : __Pyx_PyUnicode_Concat(a, b))
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
#endif
#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Malloc)
  #define PyObject_Malloc(s)   PyMem_Malloc(s)
  #define PyObject_Free(p)     PyMem_Free(p)
  #define PyObject_Realloc(p)  PyMem_Realloc(p)
#endif
#define __Pyx_PyString_FormatSafe(a, b)   ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : __Pyx_PyString_Format(a, b))
#define __Pyx_PyUnicode_FormatSafe(a, b)  ((unlikely((a) == Py_None)) ? PyNumber_Remainder(a, b) : PyUnicode_Format(a, b))
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyString_Format(a, b)  PyUnicode_Format(a, b)
#else
  #define __Pyx_PyString_Format(a, b)  PyString_Format(a, b)
#endif
#if PY_MAJOR_VERSION < 3 && !defined(PyObject_ASCII)
  #define PyObject_ASCII(o)            PyObject_Repr(o)
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBaseString_Type            PyUnicode_Type
  #define PyStringObject               PyUnicodeObject
  #define PyString_Type                PyUnicode_Type
  #define PyString_Check               PyUnicode_Check
  #define PyString_CheckExact          PyUnicode_CheckExact
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyBaseString_Check(obj) PyUnicode_Check(obj)
  #define __Pyx_PyBaseString_CheckExact(obj) PyUnicode_CheckExact(obj)
#else
  #define __Pyx_PyBaseString_Check(obj) (PyString_Check(obj) || PyUnicode_Check(obj))
  #define __Pyx_PyBaseString_CheckExact(obj) (PyString_CheckExact(obj) || PyUnicode_CheckExact(obj))
#endif
#ifndef PySet_CheckExact
  #define PySet_CheckExact(obj)        (Py_TYPE(obj) == &PySet_Type)
#endif
#define __Pyx_TypeCheck(obj, type) PyObject_TypeCheck(obj, (PyTypeObject *)type)
#if PY_MAJOR_VERSION >= 3
  #define PyIntObject                  PyLongObject
  #define PyInt_Type                   PyLong_Type
  #define PyInt_Check(op)              PyLong_Check(op)
  #define PyInt_CheckExact(op)         PyLong_CheckExact(op)
  #define PyInt_FromString             PyLong_FromString
  #define PyInt_FromUnicode            PyLong_FromUnicode
  #define PyInt_FromLong               PyLong_FromLong
  #define PyInt_FromSize_t             PyLong_FromSize_t
  #define PyInt_FromSsize_t            PyLong_FromSsize_t
  #define PyInt_AsLong                 PyLong_AsLong
  #define PyInt_AS_LONG                PyLong_AS_LONG
  #define PyInt_AsSsize_t              PyLong_AsSsize_t
  #define PyInt_AsUnsignedLongMask     PyLong_AsUnsignedLongMask
  #define PyInt_AsUnsignedLongLongMask PyLong_AsUnsignedLongLongMask
  #define PyNumber_Int                 PyNumber_Long
#endif
#if PY_MAJOR_VERSION >= 3
  #define PyBoolObject                 PyLongObject
#endif
#if PY_MAJOR_VERSION >= 3 && CYTHON_COMPILING_IN_PYPY
  #ifndef PyUnicode_InternFromString
    #define PyUnicode_InternFromString(s) PyUnicode_FromString(s)
  #endif
#endif
#if PY_VERSION_HEX < 0x030200A4
  typedef long Py_hash_t;
  #define __Pyx_PyInt_FromHash_t PyInt_FromLong
  #define __Pyx_PyInt_AsHash_t   PyInt_AsLong
#else
  #define __Pyx_PyInt_FromHash_t PyInt_FromSsize_t
  #define __Pyx_PyInt_AsHash_t   PyInt_AsSsize_t
#endif
#if PY_MAJOR_VERSION >= 3
  #define __Pyx_PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func))
#else
  #define __Pyx_PyMethod_New(func, self, klass) PyMethod_New(func, self, klass)
#endif
#if PY_VERSION_HEX >= 0x030500B1
#define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
#define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
#elif CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3
typedef struct {
    unaryfunc am_await;
    unaryfunc am_aiter;
    unaryfunc am_anext;
} __Pyx_PyAsyncMethodsStruct;
#define __Pyx_PyType_AsAsync(obj) ((__Pyx_PyAsyncMethodsStruct*) (Py_TYPE(obj)->tp_reserved))
#else
#define __Pyx_PyType_AsAsync(obj) NULL
#endif
#ifndef CYTHON_RESTRICT
  #if defined(__GNUC__)
    #define CYTHON_RESTRICT __restrict__
  #elif defined(_MSC_VER) && _MSC_VER >= 1400
    #define CYTHON_RESTRICT __restrict
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_RESTRICT restrict
  #else
    #define CYTHON_RESTRICT
  #endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)

#ifndef CYTHON_INLINE
  #if defined(__GNUC__)
    #define CYTHON_INLINE __inline__
  #elif defined(_MSC_VER)
    #define CYTHON_INLINE __inline
  #elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define CYTHON_INLINE inline
  #else
    #define CYTHON_INLINE
  #endif
#endif

#if defined(WIN32) || defined(MS_WINDOWS)
  #define _USE_MATH_DEFINES
#endif
#include <math.h>
#ifdef NAN
#define __PYX_NAN() ((float) NAN)
#else
static CYTHON_INLINE float __PYX_NAN() {
  float value;
  memset(&value, 0xFF, sizeof(value));
  return value;
}
#endif
#if defined(__CYGWIN__) && defined(_LDBL_EQ_DBL)
#define __Pyx_truncl trunc
#else
#define __Pyx_truncl truncl
#endif


#define __PYX_ERR(f_index, lineno, Ln_error) \
{ \
  __pyx_filename = __pyx_f[f_index]; __pyx_lineno = lineno; __pyx_clineno = __LINE__; goto Ln_error; \
}

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

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

#define __PYX_HAVE__pandas__index
#define __PYX_HAVE_API__pandas__index
#include "string.h"
#include "stdio.h"
#include "stdlib.h"
#include "numpy/arrayobject.h"
#include "numpy/ufuncobject.h"
#include "numpy_helper.h"
#include "headers/stdint.h"
#include "pythread.h"
#include "khash_python.h"
#include "datetime.h"
#include "datetime_helper.h"
#include "numpy/ndarrayobject.h"
#include "numpy/npy_common.h"
#include "datetime/np_datetime.h"
#include "datetime/np_datetime_strings.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
#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
typedef struct {PyObject **p; const 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_uchar_cast(c) ((unsigned char)c)
#define __Pyx_long_cast(x) ((long)x)
#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)))  )
#if defined (__cplusplus) && __cplusplus >= 201103L
    #include <cstdlib>
    #define __Pyx_sst_abs(value) std::abs(value)
#elif SIZEOF_INT >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) abs(value)
#elif SIZEOF_LONG >= SIZEOF_SIZE_T
    #define __Pyx_sst_abs(value) labs(value)
#elif defined (_MSC_VER) && defined (_M_X64)
    #define __Pyx_sst_abs(value) _abs64(value)
#elif defined (__STDC_VERSION__) && __STDC_VERSION__ >= 199901L
    #define __Pyx_sst_abs(value) llabs(value)
#elif defined (__GNUC__)
    #define __Pyx_sst_abs(value) __builtin_llabs(value)
#else
    #define __Pyx_sst_abs(value) ((value<0) ? -value : value)
#endif
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_FromCString(s)  __Pyx_PyObject_FromString((const char*)s)
#define __Pyx_PyBytes_FromCString(s)   __Pyx_PyBytes_FromString((const char*)s)
#define __Pyx_PyByteArray_FromCString(s)   __Pyx_PyByteArray_FromString((const char*)s)
#define __Pyx_PyStr_FromCString(s)     __Pyx_PyStr_FromString((const char*)s)
#define __Pyx_PyUnicode_FromCString(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_NewRef(obj) (Py_INCREF(obj), obj)
#define __Pyx_Owned_Py_None(b) __Pyx_NewRef(Py_None)
#define __Pyx_PyBool_FromLong(b) ((b) ? __Pyx_NewRef(Py_True) : __Pyx_NewRef(Py_False))
static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject*);
static CYTHON_INLINE PyObject* __Pyx_PyNumber_IntOrLong(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
#define __Pyx_PyNumber_Int(x) (PyLong_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Long(x))
#else
#define __Pyx_PyNumber_Int(x) (PyInt_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Int(x))
#endif
#define __Pyx_PyNumber_Float(x) (PyFloat_CheckExact(x) ? __Pyx_NewRef(x) : PyNumber_Float(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*) "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 PyObject *__pyx_empty_unicode;
static int __pyx_lineno;
static int __pyx_clineno = 0;
static const char * __pyx_cfilenm= __FILE__;
static const char *__pyx_filename;

/* None.proto */
#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/index.pyx",
  "pandas/src/datetime.pxd",
  "pandas/src/numpy.pxd",
  "pandas/src/util.pxd",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
  "pandas/hashtable.pxd",
};
/* BufferFormatStructs.proto */
#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;
/* None.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< float > __pyx_t_float_complex;
  #else
    typedef float _Complex __pyx_t_float_complex;
  #endif
#else
    typedef struct { float real, imag; } __pyx_t_float_complex;
#endif

/* None.proto */
#if CYTHON_CCOMPLEX
  #ifdef __cplusplus
    typedef ::std::complex< double > __pyx_t_double_complex;
  #else
    typedef double _Complex __pyx_t_double_complex;
  #endif
#else
    typedef struct { double real, imag; } __pyx_t_double_complex;
#endif


/*--- Type declarations ---*/
struct __pyx_obj_6pandas_9hashtable_HashTable;
struct __pyx_obj_6pandas_9hashtable_Int64HashTable;
struct __pyx_obj_6pandas_9hashtable_Float64HashTable;
struct __pyx_obj_6pandas_9hashtable_PyObjectHashTable;
struct __pyx_obj_6pandas_5index_IndexEngine;
struct __pyx_obj_6pandas_5index_Int64Engine;
struct __pyx_obj_6pandas_5index_Float64Engine;
struct __pyx_obj_6pandas_5index_ObjectEngine;
struct __pyx_obj_6pandas_5index_DatetimeEngine;
struct __pyx_obj_6pandas_5index_TimedeltaEngine;

/* "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_5index_11IndexEngine_get_value;

/* "pandas/index.pyx":105
 *         return val in self.mapping
 * 
 *     cpdef get_value(self, ndarray arr, object key, object tz=None):             # <<<<<<<<<<<<<<
 *         """
 *         arr : 1-dimensional ndarray
 */
struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value {
  int __pyx_n;
  PyObject *tz;
};

/* "hashtable.pxd":5
 * # prototypes for sharing
 * 
 * cdef class HashTable:             # <<<<<<<<<<<<<<
 *     pass
 * 
 */
struct __pyx_obj_6pandas_9hashtable_HashTable {
  PyObject_HEAD
};


/* "hashtable.pxd":8
 *     pass
 * 
 * cdef class Int64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_int64_t *table
 * 
 */
struct __pyx_obj_6pandas_9hashtable_Int64HashTable {
  struct __pyx_obj_6pandas_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_9hashtable_Int64HashTable *__pyx_vtab;
  kh_int64_t *table;
};


/* "hashtable.pxd":14
 *     cpdef set_item(self, int64_t key, Py_ssize_t val)
 * 
 * cdef class Float64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_float64_t *table
 * 
 */
struct __pyx_obj_6pandas_9hashtable_Float64HashTable {
  struct __pyx_obj_6pandas_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_9hashtable_Float64HashTable *__pyx_vtab;
  kh_float64_t *table;
};


/* "hashtable.pxd":20
 *     cpdef set_item(self, float64_t key, Py_ssize_t val)
 * 
 * cdef class PyObjectHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_pymap_t *table
 * 
 */
struct __pyx_obj_6pandas_9hashtable_PyObjectHashTable {
  struct __pyx_obj_6pandas_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_9hashtable_PyObjectHashTable *__pyx_vtab;
  kh_pymap_t *table;
};


/* "pandas/index.pyx":76
 * 
 * 
 * cdef class IndexEngine:             # <<<<<<<<<<<<<<
 * 
 *     cdef readonly:
 */
struct __pyx_obj_6pandas_5index_IndexEngine {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5index_IndexEngine *__pyx_vtab;
  PyObject *vgetter;
  struct __pyx_obj_6pandas_9hashtable_HashTable *mapping;
  int over_size_threshold;
  int unique;
  int monotonic_inc;
  int monotonic_dec;
  int initialized;
  int monotonic_check;
  int unique_check;
};


/* "pandas/index.pyx":368
 *         return result[0:count], missing[0:count_missing]
 * 
 * cdef class Int64Engine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_index_values(self):
 */
struct __pyx_obj_6pandas_5index_Int64Engine {
  struct __pyx_obj_6pandas_5index_IndexEngine __pyx_base;
};


/* "pandas/index.pyx":429
 *         return result
 * 
 * cdef class Float64Engine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */
struct __pyx_obj_6pandas_5index_Float64Engine {
  struct __pyx_obj_6pandas_5index_IndexEngine __pyx_base;
};


/* "pandas/index.pyx":515
 * }
 * 
 * cdef class ObjectEngine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */
struct __pyx_obj_6pandas_5index_ObjectEngine {
  struct __pyx_obj_6pandas_5index_IndexEngine __pyx_base;
};


/* "pandas/index.pyx":532
 * 
 * 
 * cdef class DatetimeEngine(Int64Engine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_box_dtype(self):
 */
struct __pyx_obj_6pandas_5index_DatetimeEngine {
  struct __pyx_obj_6pandas_5index_Int64Engine __pyx_base;
};


/* "pandas/index.pyx":623
 * 
 * 
 * cdef class TimedeltaEngine(DatetimeEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_box_dtype(self):
 */
struct __pyx_obj_6pandas_5index_TimedeltaEngine {
  struct __pyx_obj_6pandas_5index_DatetimeEngine __pyx_base;
};



/* "hashtable.pxd":8
 *     pass
 * 
 * cdef class Int64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_int64_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_9hashtable_Int64HashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_9hashtable_Int64HashTable *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_9hashtable_Int64HashTable *, __pyx_t_5numpy_int64_t, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_9hashtable_Int64HashTable *__pyx_vtabptr_6pandas_9hashtable_Int64HashTable;


/* "hashtable.pxd":14
 *     cpdef set_item(self, int64_t key, Py_ssize_t val)
 * 
 * cdef class Float64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_float64_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_9hashtable_Float64HashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_9hashtable_Float64HashTable *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_9hashtable_Float64HashTable *, __pyx_t_5numpy_float64_t, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_9hashtable_Float64HashTable *__pyx_vtabptr_6pandas_9hashtable_Float64HashTable;


/* "hashtable.pxd":20
 *     cpdef set_item(self, float64_t key, Py_ssize_t val)
 * 
 * cdef class PyObjectHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_pymap_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_9hashtable_PyObjectHashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_9hashtable_PyObjectHashTable *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_9hashtable_PyObjectHashTable *, PyObject *, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_9hashtable_PyObjectHashTable *__pyx_vtabptr_6pandas_9hashtable_PyObjectHashTable;


/* "pandas/index.pyx":76
 * 
 * 
 * cdef class IndexEngine:             # <<<<<<<<<<<<<<
 * 
 *     cdef readonly:
 */

struct __pyx_vtabstruct_6pandas_5index_IndexEngine {
  PyObject *(*get_value)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyArrayObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value *__pyx_optional_args);
  PyObject *(*set_value)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyArrayObject *, PyObject *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*get_loc)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*_get_loc_duplicates)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *);
  PyObject *(*_maybe_get_bool_indexer)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *);
  PyObject *(*_do_monotonic_check)(struct __pyx_obj_6pandas_5index_IndexEngine *);
  PyObject *(*_get_index_values)(struct __pyx_obj_6pandas_5index_IndexEngine *);
  PyObject *(*_make_hash_table)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *);
  PyObject *(*_check_type)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *);
  PyObject *(*_ensure_mapping_populated)(struct __pyx_obj_6pandas_5index_IndexEngine *);
  PyObject *(*initialize)(struct __pyx_obj_6pandas_5index_IndexEngine *);
};
static struct __pyx_vtabstruct_6pandas_5index_IndexEngine *__pyx_vtabptr_6pandas_5index_IndexEngine;
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *);
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check(struct __pyx_obj_6pandas_5index_IndexEngine *);
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(struct __pyx_obj_6pandas_5index_IndexEngine *);


/* "pandas/index.pyx":368
 *         return result[0:count], missing[0:count_missing]
 * 
 * cdef class Int64Engine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_index_values(self):
 */

struct __pyx_vtabstruct_6pandas_5index_Int64Engine {
  struct __pyx_vtabstruct_6pandas_5index_IndexEngine __pyx_base;
};
static struct __pyx_vtabstruct_6pandas_5index_Int64Engine *__pyx_vtabptr_6pandas_5index_Int64Engine;


/* "pandas/index.pyx":429
 *         return result
 * 
 * cdef class Float64Engine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */

struct __pyx_vtabstruct_6pandas_5index_Float64Engine {
  struct __pyx_vtabstruct_6pandas_5index_IndexEngine __pyx_base;
};
static struct __pyx_vtabstruct_6pandas_5index_Float64Engine *__pyx_vtabptr_6pandas_5index_Float64Engine;


/* "pandas/index.pyx":515
 * }
 * 
 * cdef class ObjectEngine(IndexEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */

struct __pyx_vtabstruct_6pandas_5index_ObjectEngine {
  struct __pyx_vtabstruct_6pandas_5index_IndexEngine __pyx_base;
};
static struct __pyx_vtabstruct_6pandas_5index_ObjectEngine *__pyx_vtabptr_6pandas_5index_ObjectEngine;


/* "pandas/index.pyx":532
 * 
 * 
 * cdef class DatetimeEngine(Int64Engine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_box_dtype(self):
 */

struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine {
  struct __pyx_vtabstruct_6pandas_5index_Int64Engine __pyx_base;
  PyObject *(*_get_box_dtype)(struct __pyx_obj_6pandas_5index_DatetimeEngine *);
  PyObject *(*_date_check_type)(struct __pyx_obj_6pandas_5index_DatetimeEngine *, PyObject *);
};
static struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *__pyx_vtabptr_6pandas_5index_DatetimeEngine;
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__date_check_type(struct __pyx_obj_6pandas_5index_DatetimeEngine *, PyObject *);


/* "pandas/index.pyx":623
 * 
 * 
 * cdef class TimedeltaEngine(DatetimeEngine):             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_box_dtype(self):
 */

struct __pyx_vtabstruct_6pandas_5index_TimedeltaEngine {
  struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine __pyx_base;
};
static struct __pyx_vtabstruct_6pandas_5index_TimedeltaEngine *__pyx_vtabptr_6pandas_5index_TimedeltaEngine;

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

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

/* GetBuiltinName.proto */
static PyObject *__Pyx_GetBuiltinName(PyObject *name);

/* PyThreadStateGet.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyThreadState_declare  PyThreadState *__pyx_tstate;
#define __Pyx_PyThreadState_assign  __pyx_tstate = PyThreadState_GET();
#else
#define __Pyx_PyThreadState_declare
#define __Pyx_PyThreadState_assign
#endif

/* SaveResetException.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_ExceptionSave(type, value, tb)  __Pyx__ExceptionSave(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#define __Pyx_ExceptionReset(type, value, tb)  __Pyx__ExceptionReset(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
#else
#define __Pyx_ExceptionSave(type, value, tb)   PyErr_GetExcInfo(type, value, tb)
#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
#endif

/* PyErrExceptionMatches.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_PyErr_ExceptionMatches(err) __Pyx_PyErr_ExceptionMatchesInState(__pyx_tstate, err)
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err);
#else
#define __Pyx_PyErr_ExceptionMatches(err)  PyErr_ExceptionMatches(err)
#endif

/* GetException.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_GetException(type, value, tb)  __Pyx__GetException(__pyx_tstate, type, value, tb)
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb);
#endif

/* RaiseArgTupleInvalid.proto */
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);

/* RaiseDoubleKeywords.proto */
static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name);

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

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

/* GetModuleGlobalName.proto */
static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name);

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

/* PyObjectCallMethO.proto */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, PyObject *arg);
#endif

/* PyObjectCallOneArg.proto */
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func, PyObject *arg);

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

/* PyErrFetchRestore.proto */
#if CYTHON_COMPILING_IN_CPYTHON
#define __Pyx_ErrRestoreWithState(type, value, tb)  __Pyx_ErrRestoreInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)    __Pyx_ErrFetchInState(PyThreadState_GET(), type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  __Pyx_ErrRestoreInState(__pyx_tstate, type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)    __Pyx_ErrFetchInState(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb);
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
#define __Pyx_ErrRestoreWithState(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetchWithState(type, value, tb)  PyErr_Fetch(type, value, tb)
#define __Pyx_ErrRestore(type, value, tb)  PyErr_Restore(type, value, tb)
#define __Pyx_ErrFetch(type, value, tb)  PyErr_Fetch(type, value, tb)
#endif

/* RaiseException.proto */
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause);

/* ExtTypeTest.proto */
static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type);

/* BufferFormatCheck.proto */
static CYTHON_INLINE int  __Pyx_GetBufferAndValidate(Py_buffer* buf, PyObject* obj,
    __Pyx_TypeInfo* dtype, int flags, int nd, int cast, __Pyx_BufFmt_StackElem* stack);
static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info);
static const char* __Pyx_BufFmt_CheckString(__Pyx_BufFmt_Context* ctx, const char* ts);
static void __Pyx_BufFmt_Init(__Pyx_BufFmt_Context* ctx,
                              __Pyx_BufFmt_StackElem* stack,
                              __Pyx_TypeInfo* type); // PROTO

/* BufferFallbackError.proto */
static void __Pyx_RaiseBufferFallbackError(void);

/* BufferIndexError.proto */
static void __Pyx_RaiseBufferIndexError(int axis);

#define __Pyx_BufPtrStrided1d(type, buf, i0, s0) (type)((char*)buf + i0 * s0)
/* RaiseTooManyValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected);

/* RaiseNeedMoreValuesToUnpack.proto */
static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index);

/* IterFinish.proto */
static CYTHON_INLINE int __Pyx_IterFinish(void);

/* UnpackItemEndCheck.proto */
static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected);

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

/* PyDictContains.proto */
static CYTHON_INLINE int __Pyx_PyDict_ContainsTF(PyObject* item, PyObject* dict, int eq) {
    int result = PyDict_Contains(dict, item);
    return unlikely(result < 0) ? result : (result == (eq == Py_EQ));
}

/* ListAppend.proto */
#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

/* PyObjectCallMethod1.proto */
static PyObject* __Pyx_PyObject_CallMethod1(PyObject* obj, PyObject* method_name, PyObject* arg);

/* append.proto */
static CYTHON_INLINE int __Pyx_PyObject_Append(PyObject* L, PyObject* x);

/* DictGetItem.proto */
#if PY_MAJOR_VERSION >= 3 && !CYTHON_COMPILING_IN_PYPY
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

/* SliceObject.proto */
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);

/* None.proto */
static CYTHON_INLINE Py_ssize_t __Pyx_div_Py_ssize_t(Py_ssize_t, Py_ssize_t);

/* GetAttr.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr(PyObject *, PyObject *);

/* GetAttr3.proto */
static CYTHON_INLINE PyObject *__Pyx_GetAttr3(PyObject *, PyObject *, PyObject *);

/* WriteUnraisableException.proto */
static void __Pyx_WriteUnraisable(const char *name, int clineno,
                                  int lineno, const char *filename,
                                  int full_traceback, int nogil);

/* RaiseNoneIterError.proto */
static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void);

/* Import.proto */
static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level);

/* SetVTable.proto */
static int __Pyx_SetVtable(PyObject *dict, void *vtable);

/* GetVTable.proto */
static void* __Pyx_GetVtable(PyObject *dict);

/* ImportFrom.proto */
static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name);

/* CodeObjectCache.proto */
typedef struct {
    PyCodeObject* code_object;
    int code_line;
} __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);

/* AddTraceback.proto */
static void __Pyx_AddTraceback(const char *funcname, int c_line,
                               int py_line, const char *filename);

/* BufferStructDeclare.proto */
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


/* None.proto */
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};

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value);

/* None.proto */
#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(__cplusplus) && CYTHON_CCOMPLEX         && (defined(_WIN32) || defined(__clang__) || (defined(__GNUC__) && (__GNUC__ >= 5 || __GNUC__ == 4 && __GNUC_MINOR__ >= 4 )) || __cplusplus >= 201103)
    #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

/* None.proto */
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* None.proto */
#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

/* None.proto */
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);

/* None.proto */
#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

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value);

/* CIntFromPy.proto */
static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *);

/* CIntFromPy.proto */
static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *);

/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value);

/* CIntFromPy.proto */
static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *);

/* CheckBinaryVersion.proto */
static int __Pyx_check_binary_version(void);

/* PyIdentifierFromString.proto */
#if !defined(__Pyx_PyIdentifier_FromString)
#if PY_MAJOR_VERSION < 3
  #define __Pyx_PyIdentifier_FromString(s) PyString_FromString(s)
#else
  #define __Pyx_PyIdentifier_FromString(s) PyUnicode_FromString(s)
#endif
#endif

/* ModuleImport.proto */
static PyObject *__Pyx_ImportModule(const char *name);

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

/* VoidPtrImport.proto */
static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig);

/* InitStrings.proto */
static int __Pyx_InitStrings(__Pyx_StringTabEntry *t);

static PyObject *__pyx_f_6pandas_5index_11IndexEngine_get_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value *__pyx_optional_args); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_set_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_value, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_get_loc(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val, int __pyx_skip_dispatch); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine__get_index_values(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_n); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine__check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_initialize(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11Int64Engine__get_index_values(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11Int64Engine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_n); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11Int64Engine__check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static PyObject *__pyx_f_6pandas_5index_11Int64Engine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static PyObject *__pyx_f_6pandas_5index_13Float64Engine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_n); /* proto*/
static PyObject *__pyx_f_6pandas_5index_13Float64Engine__get_index_values(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_13Float64Engine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static PyObject *__pyx_f_6pandas_5index_12ObjectEngine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_n); /* proto*/
static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__get_box_dtype(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__get_index_values(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self); /* proto*/
static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine_get_loc(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val, int __pyx_skip_dispatch); /* proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__date_check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto*/
static PyObject *__pyx_f_6pandas_5index_15TimedeltaEngine__get_box_dtype(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_TimedeltaEngine *__pyx_v_self); /* proto*/

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

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

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

/* Module declarations from '__builtin__' */

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

/* 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 '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 'cpython.object' */

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

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

/* Module declarations from 'numpy' */

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

/* Module declarations from 'cython' */

/* Module declarations from 'util' */
static CYTHON_INLINE PyObject *__pyx_f_4util_get_value_at(PyArrayObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at_unsafe(PyArrayObject *, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at(PyArrayObject *, PyObject *, PyObject *); /*proto*/

/* Module declarations from 'pandas.tslib' */
static int (*__pyx_vp_6pandas_5tslib__nat_scalar_rules)[6] = 0;
#define __pyx_v_6pandas_5tslib__nat_scalar_rules (*__pyx_vp_6pandas_5tslib__nat_scalar_rules)

/* Module declarations from 'khash' */

/* Module declarations from 'pandas.hashtable' */
static PyTypeObject *__pyx_ptype_6pandas_9hashtable_HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_9hashtable_Int64HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_9hashtable_Float64HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_9hashtable_PyObjectHashTable = 0;

/* Module declarations from 'datetime' */

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

/* Module declarations from 'pandas.index' */
static PyTypeObject *__pyx_ptype_6pandas_5index_IndexEngine = 0;
static PyTypeObject *__pyx_ptype_6pandas_5index_Int64Engine = 0;
static PyTypeObject *__pyx_ptype_6pandas_5index_Float64Engine = 0;
static PyTypeObject *__pyx_ptype_6pandas_5index_ObjectEngine = 0;
static PyTypeObject *__pyx_ptype_6pandas_5index_DatetimeEngine = 0;
static PyTypeObject *__pyx_ptype_6pandas_5index_TimedeltaEngine = 0;
static __pyx_t_5numpy_int64_t __pyx_v_6pandas_5index_iNaT;
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_is_definitely_invalid_key(PyObject *); /*proto*/
static Py_ssize_t __pyx_f_6pandas_5index__bin_search(PyArrayObject *, PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5index_convert_scalar(PyArrayObject *, PyObject *, int __pyx_skip_dispatch); /*proto*/
static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index__to_i8(PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_6pandas_5index__is_utc(PyObject *); /*proto*/
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_uint8_t = { "uint8_t", NULL, sizeof(__pyx_t_5numpy_uint8_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_uint8_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_uint8_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t = { "int64_t", NULL, sizeof(__pyx_t_5numpy_int64_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int64_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int64_t), 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t = { "float64_t", NULL, sizeof(__pyx_t_5numpy_float64_t), { 0 }, 0, 'R', 0, 0 };
#define __Pyx_MODULE_NAME "pandas.index"
int __pyx_module_is_main_pandas__index = 0;

/* Implementation of 'pandas.index' */
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_NotImplementedError;
static PyObject *__pyx_builtin_AttributeError;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_RuntimeError;
static PyObject *__pyx_builtin_IndexError;
static const char __pyx_k_n[] = "n";
static const char __pyx_k_i4[] = "i4";
static const char __pyx_k_i8[] = "i8";
static const char __pyx_k_np[] = "np";
static const char __pyx_k_tz[] = "tz";
static const char __pyx_k_UTC[] = "UTC";
static const char __pyx_k_arr[] = "arr";
static const char __pyx_k_day[] = "day";
static const char __pyx_k_inf[] = "inf";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_loc[] = "loc";
static const char __pyx_k_typ[] = "_typ";
static const char __pyx_k_utc[] = "utc";
static const char __pyx_k_val[] = "val";
static const char __pyx_k_bool[] = "bool_";
static const char __pyx_k_data[] = "_data";
static const char __pyx_k_hash[] = "_hash";
static const char __pyx_k_hour[] = "hour";
static const char __pyx_k_left[] = "left";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_pytz[] = "pytz";
static const char __pyx_k_side[] = "side";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_type[] = "type";
static const char __pyx_k_view[] = "view";
static const char __pyx_k_year[] = "year";
static const char __pyx_k_M8_ns[] = "M8[ns]";
static const char __pyx_k_algos[] = "algos";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_empty[] = "empty";
static const char __pyx_k_int64[] = "int64";
static const char __pyx_k_limit[] = "limit";
static const char __pyx_k_m8_ns[] = "m8[ns]";
static const char __pyx_k_month[] = "month";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_other[] = "other";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_right[] = "right";
static const char __pyx_k_tslib[] = "tslib";
static const char __pyx_k_tzutc[] = "tzutc";
static const char __pyx_k_uint8[] = "uint8";
static const char __pyx_k_value[] = "value";
static const char __pyx_k_append[] = "append";
static const char __pyx_k_astype[] = "astype";
static const char __pyx_k_du_utc[] = "_du_utc";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_lookup[] = "lookup";
static const char __pyx_k_minute[] = "minute";
static const char __pyx_k_object[] = "object";
static const char __pyx_k_pandas[] = "pandas";
static const char __pyx_k_period[] = "period";
static const char __pyx_k_repeat[] = "repeat";
static const char __pyx_k_resize[] = "resize";
static const char __pyx_k_second[] = "second";
static const char __pyx_k_tzinfo[] = "tzinfo";
static const char __pyx_k_asarray[] = "asarray";
static const char __pyx_k_float64[] = "float64";
static const char __pyx_k_get_loc[] = "get_loc";
static const char __pyx_k_integer[] = "integer";
static const char __pyx_k_ndarray[] = "ndarray";
static const char __pyx_k_vgetter[] = "vgetter";
static const char __pyx_k_KeyError[] = "KeyError";
static const char __pyx_k_get_item[] = "get_item";
static const char __pyx_k_timelike[] = "timelike";
static const char __pyx_k_Timedelta[] = "Timedelta";
static const char __pyx_k_Timestamp[] = "Timestamp";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_get_value[] = "get_value";
static const char __pyx_k_hashtable[] = "hashtable";
static const char __pyx_k_have_pytz[] = "have_pytz";
static const char __pyx_k_is_unique[] = "is_unique";
static const char __pyx_k_pad_int64[] = "pad_int64";
static const char __pyx_k_set_value[] = "set_value";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_pad_object[] = "pad_object";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_SIZE_CUTOFF[] = "_SIZE_CUTOFF";
static const char __pyx_k_dateutil_tz[] = "dateutil.tz";
static const char __pyx_k_microsecond[] = "microsecond";
static const char __pyx_k_pad_float64[] = "pad_float64";
static const char __pyx_k_RuntimeError[] = "RuntimeError";
static const char __pyx_k_ensure_int64[] = "ensure_int64";
static const char __pyx_k_get_value_at[] = "get_value_at";
static const char __pyx_k_pandas_index[] = "pandas.index";
static const char __pyx_k_pandas_tslib[] = "pandas.tslib";
static const char __pyx_k_searchsorted[] = "searchsorted";
static const char __pyx_k_set_value_at[] = "set_value_at";
static const char __pyx_k_get_utcoffset[] = "_get_utcoffset";
static const char __pyx_k_map_locations[] = "map_locations";
static const char __pyx_k_pad_functions[] = "_pad_functions";
static const char __pyx_k_AttributeError[] = "AttributeError";
static const char __pyx_k_Int64HashTable[] = "Int64HashTable";
static const char __pyx_k_backfill_int64[] = "backfill_int64";
static const char __pyx_k_call_monotonic[] = "_call_monotonic";
static const char __pyx_k_ensure_float64[] = "ensure_float64";
static const char __pyx_k_backfill_object[] = "backfill_object";
static const char __pyx_k_Float64HashTable[] = "Float64HashTable";
static const char __pyx_k_backfill_float64[] = "backfill_float64";
static const char __pyx_k_PyObjectHashTable[] = "PyObjectHashTable";
static const char __pyx_k_Unable_to_parse_s[] = "Unable to parse %s";
static const char __pyx_k_backfill_functions[] = "_backfill_functions";
static const char __pyx_k_is_monotonic_int64[] = "is_monotonic_int64";
static const char __pyx_k_NotImplementedError[] = "NotImplementedError";
static const char __pyx_k_index_out_of_bounds[] = "index out of bounds";
static const char __pyx_k_is_monotonic_object[] = "is_monotonic_object";
static const char __pyx_k_delta_to_nanoseconds[] = "_delta_to_nanoseconds";
static const char __pyx_k_is_monotonic_float64[] = "is_monotonic_float64";
static const char __pyx_k_val_is_an_invalid_key[] = "'{val}' is an invalid key";
static const char __pyx_k_is_monotonic_increasing[] = "is_monotonic_increasing";
static const char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
static const char __pyx_k_home_yoh_deb_gits_pkg_exppsy_pa[] = "/home/yoh/deb/gits/pkg-exppsy/pandas/pandas/index.pyx";
static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
static const char __pyx_k_Cannot_assign_nan_to_integer_ser[] = "Cannot assign nan to integer series";
static const char __pyx_k_Format_string_allocated_too_shor[] = "Format string allocated too short, see comment in numpy.pxd";
static const char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
static const char __pyx_k_assignment_destination_is_read_o[] = "assignment destination is read-only";
static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
static const char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
static PyObject *__pyx_n_s_AttributeError;
static PyObject *__pyx_kp_s_Cannot_assign_nan_to_integer_ser;
static PyObject *__pyx_n_s_Float64HashTable;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_n_s_Int64HashTable;
static PyObject *__pyx_n_s_KeyError;
static PyObject *__pyx_kp_s_M8_ns;
static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
static PyObject *__pyx_n_s_NotImplementedError;
static PyObject *__pyx_n_s_PyObjectHashTable;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_n_s_SIZE_CUTOFF;
static PyObject *__pyx_n_s_Timedelta;
static PyObject *__pyx_n_s_Timestamp;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_n_s_UTC;
static PyObject *__pyx_kp_s_Unable_to_parse_s;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_n_s_algos;
static PyObject *__pyx_n_s_append;
static PyObject *__pyx_n_s_arr;
static PyObject *__pyx_n_s_asarray;
static PyObject *__pyx_kp_s_assignment_destination_is_read_o;
static PyObject *__pyx_n_s_astype;
static PyObject *__pyx_n_s_backfill_float64;
static PyObject *__pyx_n_s_backfill_functions;
static PyObject *__pyx_n_s_backfill_int64;
static PyObject *__pyx_n_s_backfill_object;
static PyObject *__pyx_n_s_bool;
static PyObject *__pyx_n_s_call_monotonic;
static PyObject *__pyx_n_s_data;
static PyObject *__pyx_n_s_dateutil_tz;
static PyObject *__pyx_n_s_day;
static PyObject *__pyx_n_s_delta_to_nanoseconds;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_du_utc;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_ensure_float64;
static PyObject *__pyx_n_s_ensure_int64;
static PyObject *__pyx_n_s_float64;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_get_item;
static PyObject *__pyx_n_s_get_loc;
static PyObject *__pyx_n_s_get_utcoffset;
static PyObject *__pyx_n_s_get_value;
static PyObject *__pyx_n_s_get_value_at;
static PyObject *__pyx_n_s_hash;
static PyObject *__pyx_n_s_hashtable;
static PyObject *__pyx_n_s_have_pytz;
static PyObject *__pyx_kp_s_home_yoh_deb_gits_pkg_exppsy_pa;
static PyObject *__pyx_n_s_hour;
static PyObject *__pyx_n_s_i4;
static PyObject *__pyx_n_s_i8;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_kp_s_index_out_of_bounds;
static PyObject *__pyx_n_s_inf;
static PyObject *__pyx_n_s_int64;
static PyObject *__pyx_n_s_integer;
static PyObject *__pyx_n_s_is_monotonic_float64;
static PyObject *__pyx_n_s_is_monotonic_increasing;
static PyObject *__pyx_n_s_is_monotonic_int64;
static PyObject *__pyx_n_s_is_monotonic_object;
static PyObject *__pyx_n_s_is_unique;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_left;
static PyObject *__pyx_n_s_limit;
static PyObject *__pyx_n_s_loc;
static PyObject *__pyx_n_s_lookup;
static PyObject *__pyx_kp_s_m8_ns;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_map_locations;
static PyObject *__pyx_n_s_microsecond;
static PyObject *__pyx_n_s_minute;
static PyObject *__pyx_n_s_month;
static PyObject *__pyx_n_s_n;
static PyObject *__pyx_n_s_ndarray;
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_np;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_object;
static PyObject *__pyx_n_s_other;
static PyObject *__pyx_n_s_pad_float64;
static PyObject *__pyx_n_s_pad_functions;
static PyObject *__pyx_n_s_pad_int64;
static PyObject *__pyx_n_s_pad_object;
static PyObject *__pyx_n_s_pandas;
static PyObject *__pyx_n_s_pandas_index;
static PyObject *__pyx_n_s_pandas_tslib;
static PyObject *__pyx_n_s_period;
static PyObject *__pyx_n_s_pytz;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_repeat;
static PyObject *__pyx_n_s_resize;
static PyObject *__pyx_n_s_right;
static PyObject *__pyx_n_s_searchsorted;
static PyObject *__pyx_n_s_second;
static PyObject *__pyx_n_s_set_value;
static PyObject *__pyx_n_s_set_value_at;
static PyObject *__pyx_n_s_side;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_timelike;
static PyObject *__pyx_n_s_tslib;
static PyObject *__pyx_n_s_typ;
static PyObject *__pyx_n_s_type;
static PyObject *__pyx_n_s_tz;
static PyObject *__pyx_n_s_tzinfo;
static PyObject *__pyx_n_s_tzutc;
static PyObject *__pyx_n_s_uint8;
static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
static PyObject *__pyx_n_s_utc;
static PyObject *__pyx_n_s_val;
static PyObject *__pyx_kp_s_val_is_an_invalid_key;
static PyObject *__pyx_n_s_value;
static PyObject *__pyx_n_s_vgetter;
static PyObject *__pyx_n_s_view;
static PyObject *__pyx_n_s_year;
static PyObject *__pyx_pf_6pandas_5index_get_value_at(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc); /* proto */
static PyObject *__pyx_pf_6pandas_5index_2set_value_at(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc, PyObject *__pyx_v_val); /* proto */
static int __pyx_pf_6pandas_5index_11IndexEngine___init__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_vgetter, PyObject *__pyx_v_n); /* proto */
static int __pyx_pf_6pandas_5index_11IndexEngine_2__contains__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_4get_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_tz); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_6set_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_value); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_8get_loc(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_9is_unique___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_increasing___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_decreasing___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_10_call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_12clear_mapping(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_14get_indexer(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_16get_indexer_non_unique(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_targets); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_7vgetter___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_7mapping___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_19over_size_threshold___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11Int64Engine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11Int64Engine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_11Int64Engine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_13Float64Engine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_13Float64Engine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_13Float64Engine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static int __pyx_pf_6pandas_5index_14DatetimeEngine___contains__(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_2_call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_4get_loc(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val); /* proto */
static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_6get_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_values); /* proto */
static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_8get_pad_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_10get_backfill_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit); /* proto */
static PyObject *__pyx_pf_6pandas_5index_4convert_scalar(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_value); /* 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_5index_IndexEngine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5index_Int64Engine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5index_Float64Engine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5index_ObjectEngine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5index_DatetimeEngine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5index_TimedeltaEngine(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_int_0;
static PyObject *__pyx_int_15;
static PyObject *__pyx_int_1000000;
static PyObject *__pyx_int_neg_1;
static PyObject *__pyx_tuple_;
static PyObject *__pyx_tuple__2;
static PyObject *__pyx_tuple__3;
static PyObject *__pyx_tuple__4;
static PyObject *__pyx_tuple__5;
static PyObject *__pyx_tuple__6;
static PyObject *__pyx_tuple__7;
static PyObject *__pyx_tuple__8;
static PyObject *__pyx_tuple__9;
static PyObject *__pyx_tuple__10;
static PyObject *__pyx_tuple__11;
static PyObject *__pyx_tuple__12;
static PyObject *__pyx_tuple__13;
static PyObject *__pyx_tuple__14;
static PyObject *__pyx_tuple__15;
static PyObject *__pyx_tuple__16;
static PyObject *__pyx_tuple__17;
static PyObject *__pyx_tuple__18;
static PyObject *__pyx_tuple__20;
static PyObject *__pyx_codeobj__19;
static PyObject *__pyx_codeobj__21;

/* "pandas/index.pyx":48
 * 
 * 
 * cdef inline is_definitely_invalid_key(object val):             # <<<<<<<<<<<<<<
 *     if PyTuple_Check(val):
 *         try:
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_is_definitely_invalid_key(PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_hash_t __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  __Pyx_RefNannySetupContext("is_definitely_invalid_key", 0);

  /* "pandas/index.pyx":49
 * 
 * cdef inline is_definitely_invalid_key(object val):
 *     if PyTuple_Check(val):             # <<<<<<<<<<<<<<
 *         try:
 *             hash(val)
 */
  __pyx_t_1 = (PyTuple_Check(__pyx_v_val) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":50
 * cdef inline is_definitely_invalid_key(object val):
 *     if PyTuple_Check(val):
 *         try:             # <<<<<<<<<<<<<<
 *             hash(val)
 *         except TypeError:
 */
    {
      __Pyx_PyThreadState_declare
      __Pyx_PyThreadState_assign
      __Pyx_ExceptionSave(&__pyx_t_2, &__pyx_t_3, &__pyx_t_4);
      __Pyx_XGOTREF(__pyx_t_2);
      __Pyx_XGOTREF(__pyx_t_3);
      __Pyx_XGOTREF(__pyx_t_4);
      /*try:*/ {

        /* "pandas/index.pyx":51
 *     if PyTuple_Check(val):
 *         try:
 *             hash(val)             # <<<<<<<<<<<<<<
 *         except TypeError:
 *             return True
 */
        __pyx_t_5 = PyObject_Hash(__pyx_v_val); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(0, 51, __pyx_L4_error)

        /* "pandas/index.pyx":50
 * cdef inline is_definitely_invalid_key(object val):
 *     if PyTuple_Check(val):
 *         try:             # <<<<<<<<<<<<<<
 *             hash(val)
 *         except TypeError:
 */
      }
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      goto __pyx_L11_try_end;
      __pyx_L4_error:;
      __Pyx_PyThreadState_assign

      /* "pandas/index.pyx":52
 *         try:
 *             hash(val)
 *         except TypeError:             # <<<<<<<<<<<<<<
 *             return True
 * 
 */
      __pyx_t_6 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_6) {
        __Pyx_AddTraceback("pandas.index.is_definitely_invalid_key", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9) < 0) __PYX_ERR(0, 52, __pyx_L6_except_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_GOTREF(__pyx_t_9);

        /* "pandas/index.pyx":53
 *             hash(val)
 *         except TypeError:
 *             return True             # <<<<<<<<<<<<<<
 * 
 *     # we have a _data, means we are a NDFrame
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(Py_True);
        __pyx_r = Py_True;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
        goto __pyx_L7_except_return;
      }
      goto __pyx_L6_except_error;
      __pyx_L6_except_error:;

      /* "pandas/index.pyx":50
 * cdef inline is_definitely_invalid_key(object val):
 *     if PyTuple_Check(val):
 *         try:             # <<<<<<<<<<<<<<
 *             hash(val)
 *         except TypeError:
 */
      __Pyx_PyThreadState_assign
      __Pyx_XGIVEREF(__pyx_t_2);
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
      goto __pyx_L1_error;
      __pyx_L7_except_return:;
      __Pyx_PyThreadState_assign
      __Pyx_XGIVEREF(__pyx_t_2);
      __Pyx_XGIVEREF(__pyx_t_3);
      __Pyx_XGIVEREF(__pyx_t_4);
      __Pyx_ExceptionReset(__pyx_t_2, __pyx_t_3, __pyx_t_4);
      goto __pyx_L0;
      __pyx_L11_try_end:;
    }

    /* "pandas/index.pyx":49
 * 
 * cdef inline is_definitely_invalid_key(object val):
 *     if PyTuple_Check(val):             # <<<<<<<<<<<<<<
 *         try:
 *             hash(val)
 */
  }

  /* "pandas/index.pyx":56
 * 
 *     # we have a _data, means we are a NDFrame
 *     return (PySlice_Check(val) or cnp.PyArray_Check(val)             # <<<<<<<<<<<<<<
 *             or PyList_Check(val) or hasattr(val, '_data'))
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_6 = PySlice_Check(__pyx_v_val);
  if (!__pyx_t_6) {
  } else {
    __pyx_t_8 = __Pyx_PyInt_From_int(__pyx_t_6); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 56, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __pyx_t_8;
    __pyx_t_8 = 0;
    goto __pyx_L14_bool_binop_done;
  }

  /* "pandas/index.pyx":57
 *     # we have a _data, means we are a NDFrame
 *     return (PySlice_Check(val) or cnp.PyArray_Check(val)
 *             or PyList_Check(val) or hasattr(val, '_data'))             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = PyArray_Check(__pyx_v_val);
  if (!__pyx_t_1) {
  } else {

    /* "pandas/index.pyx":56
 * 
 *     # we have a _data, means we are a NDFrame
 *     return (PySlice_Check(val) or cnp.PyArray_Check(val)             # <<<<<<<<<<<<<<
 *             or PyList_Check(val) or hasattr(val, '_data'))
 * 
 */
    __pyx_t_8 = __Pyx_PyBool_FromLong(__pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 56, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __pyx_t_8;
    __pyx_t_8 = 0;
    goto __pyx_L14_bool_binop_done;
  }

  /* "pandas/index.pyx":57
 *     # we have a _data, means we are a NDFrame
 *     return (PySlice_Check(val) or cnp.PyArray_Check(val)
 *             or PyList_Check(val) or hasattr(val, '_data'))             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = PyList_Check(__pyx_v_val);
  if (!__pyx_t_1) {
  } else {
    __pyx_t_8 = __Pyx_PyBool_FromLong(__pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 57, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_8);
    __pyx_t_9 = __pyx_t_8;
    __pyx_t_8 = 0;
    goto __pyx_L14_bool_binop_done;
  }
  __pyx_t_1 = PyObject_HasAttr(__pyx_v_val, __pyx_n_s_data); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 57, __pyx_L1_error)
  __pyx_t_8 = __Pyx_PyBool_FromLong(__pyx_t_1); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 57, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_9 = __pyx_t_8;
  __pyx_t_8 = 0;
  __pyx_L14_bool_binop_done:;
  __pyx_r = __pyx_t_9;
  __pyx_t_9 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":48
 * 
 * 
 * cdef inline is_definitely_invalid_key(object val):             # <<<<<<<<<<<<<<
 *     if PyTuple_Check(val):
 *         try:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("pandas.index.is_definitely_invalid_key", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":60
 * 
 * 
 * def get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_1get_value_at(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_5index_1get_value_at = {"get_value_at", (PyCFunction)__pyx_pw_6pandas_5index_1get_value_at, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_5index_1get_value_at(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_loc = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_value_at (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_loc,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loc)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_value_at", 1, 2, 2, 1); __PYX_ERR(0, 60, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_value_at") < 0)) __PYX_ERR(0, 60, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_loc = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_value_at", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 60, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.get_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) __PYX_ERR(0, 60, __pyx_L1_error)
  __pyx_r = __pyx_pf_6pandas_5index_get_value_at(__pyx_self, __pyx_v_arr, __pyx_v_loc);

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

static PyObject *__pyx_pf_6pandas_5index_get_value_at(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  __Pyx_RefNannySetupContext("get_value_at", 0);

  /* "pandas/index.pyx":61
 * 
 * def get_value_at(ndarray arr, object loc):
 *     if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *         return Timestamp(util.get_value_at(arr, loc))
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 */
  switch (__pyx_v_arr->descr->type_num) {
    case NPY_DATETIME:

    /* "pandas/index.pyx":62
 * def get_value_at(ndarray arr, object loc):
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))             # <<<<<<<<<<<<<<
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 *         return Timedelta(util.get_value_at(arr, loc))
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timestamp); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 62, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 62, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_4 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_4)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_4);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_4) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 62, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 62, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
      __Pyx_GIVEREF(__pyx_t_3);
      PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_3);
      __pyx_t_3 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 62, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":61
 * 
 * def get_value_at(ndarray arr, object loc):
 *     if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *         return Timestamp(util.get_value_at(arr, loc))
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 */
    break;

    /* "pandas/index.pyx":63
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 *     elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *         return Timedelta(util.get_value_at(arr, loc))
 *     return util.get_value_at(arr, loc)
 */
    case NPY_TIMEDELTA:

    /* "pandas/index.pyx":64
 *         return Timestamp(util.get_value_at(arr, loc))
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 *         return Timedelta(util.get_value_at(arr, loc))             # <<<<<<<<<<<<<<
 *     return util.get_value_at(arr, loc)
 * 
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timedelta); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 64, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 64, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_3 = NULL;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
      __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
      if (likely(__pyx_t_3)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
        __Pyx_INCREF(__pyx_t_3);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_2, function);
      }
    }
    if (!__pyx_t_3) {
      __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 64, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_GOTREF(__pyx_t_1);
    } else {
      __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 64, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = NULL;
      __Pyx_GIVEREF(__pyx_t_5);
      PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_5);
      __pyx_t_5 = 0;
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 64, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    }
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":63
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 *     elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *         return Timedelta(util.get_value_at(arr, loc))
 *     return util.get_value_at(arr, loc)
 */
    break;
    default: break;
  }

  /* "pandas/index.pyx":65
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 *         return Timedelta(util.get_value_at(arr, loc))
 *     return util.get_value_at(arr, loc)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 65, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":60
 * 
 * 
 * def get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 */

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

/* "pandas/index.pyx":68
 * 
 * 
 * def set_value_at(ndarray arr, object loc, object val):             # <<<<<<<<<<<<<<
 *     return util.set_value_at(arr, loc, val)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_3set_value_at(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyMethodDef __pyx_mdef_6pandas_5index_3set_value_at = {"set_value_at", (PyCFunction)__pyx_pw_6pandas_5index_3set_value_at, METH_VARARGS|METH_KEYWORDS, 0};
static PyObject *__pyx_pw_6pandas_5index_3set_value_at(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_loc = 0;
  PyObject *__pyx_v_val = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("set_value_at (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_loc,&__pyx_n_s_val,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_loc)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("set_value_at", 1, 3, 3, 1); __PYX_ERR(0, 68, __pyx_L3_error)
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_val)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("set_value_at", 1, 3, 3, 2); __PYX_ERR(0, 68, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "set_value_at") < 0)) __PYX_ERR(0, 68, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_loc = values[1];
    __pyx_v_val = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("set_value_at", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 68, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.set_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) __PYX_ERR(0, 68, __pyx_L1_error)
  __pyx_r = __pyx_pf_6pandas_5index_2set_value_at(__pyx_self, __pyx_v_arr, __pyx_v_loc, __pyx_v_val);

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

static PyObject *__pyx_pf_6pandas_5index_2set_value_at(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("set_value_at", 0);

  /* "pandas/index.pyx":69
 * 
 * def set_value_at(ndarray arr, object loc, object val):
 *     return util.set_value_at(arr, loc, val)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_4util_set_value_at(__pyx_v_arr, __pyx_v_loc, __pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 69, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":68
 * 
 * 
 * def set_value_at(ndarray arr, object loc, object val):             # <<<<<<<<<<<<<<
 *     return util.set_value_at(arr, loc, val)
 * 
 */

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

/* "pandas/index.pyx":87
 *         bint initialized, monotonic_check, unique_check
 * 
 *     def __init__(self, vgetter, n):             # <<<<<<<<<<<<<<
 *         self.vgetter = vgetter
 * 
 */

/* Python wrapper */
static int __pyx_pw_6pandas_5index_11IndexEngine_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static int __pyx_pw_6pandas_5index_11IndexEngine_1__init__(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_vgetter = 0;
  PyObject *__pyx_v_n = 0;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__init__ (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_vgetter,&__pyx_n_s_n,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_vgetter)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_n)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("__init__", 1, 2, 2, 1); __PYX_ERR(0, 87, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__init__") < 0)) __PYX_ERR(0, 87, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_vgetter = values[0];
    __pyx_v_n = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("__init__", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 87, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return -1;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine___init__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_vgetter, __pyx_v_n);

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

static int __pyx_pf_6pandas_5index_11IndexEngine___init__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_vgetter, PyObject *__pyx_v_n) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  __Pyx_RefNannySetupContext("__init__", 0);

  /* "pandas/index.pyx":88
 * 
 *     def __init__(self, vgetter, n):
 *         self.vgetter = vgetter             # <<<<<<<<<<<<<<
 * 
 *         self.over_size_threshold = n >= _SIZE_CUTOFF
 */
  __Pyx_INCREF(__pyx_v_vgetter);
  __Pyx_GIVEREF(__pyx_v_vgetter);
  __Pyx_GOTREF(__pyx_v_self->vgetter);
  __Pyx_DECREF(__pyx_v_self->vgetter);
  __pyx_v_self->vgetter = __pyx_v_vgetter;

  /* "pandas/index.pyx":90
 *         self.vgetter = vgetter
 * 
 *         self.over_size_threshold = n >= _SIZE_CUTOFF             # <<<<<<<<<<<<<<
 * 
 *         self.initialized = 0
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_SIZE_CUTOFF); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 90, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_RichCompare(__pyx_v_n, __pyx_t_1, Py_GE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 90, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 90, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_v_self->over_size_threshold = __pyx_t_3;

  /* "pandas/index.pyx":92
 *         self.over_size_threshold = n >= _SIZE_CUTOFF
 * 
 *         self.initialized = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_check = 0
 *         self.unique_check = 0
 */
  __pyx_v_self->initialized = 0;

  /* "pandas/index.pyx":93
 * 
 *         self.initialized = 0
 *         self.monotonic_check = 0             # <<<<<<<<<<<<<<
 *         self.unique_check = 0
 * 
 */
  __pyx_v_self->monotonic_check = 0;

  /* "pandas/index.pyx":94
 *         self.initialized = 0
 *         self.monotonic_check = 0
 *         self.unique_check = 0             # <<<<<<<<<<<<<<
 * 
 *         self.unique = 0
 */
  __pyx_v_self->unique_check = 0;

  /* "pandas/index.pyx":96
 *         self.unique_check = 0
 * 
 *         self.unique = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_inc = 0
 *         self.monotonic_dec = 0
 */
  __pyx_v_self->unique = 0;

  /* "pandas/index.pyx":97
 * 
 *         self.unique = 0
 *         self.monotonic_inc = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_dec = 0
 * 
 */
  __pyx_v_self->monotonic_inc = 0;

  /* "pandas/index.pyx":98
 *         self.unique = 0
 *         self.monotonic_inc = 0
 *         self.monotonic_dec = 0             # <<<<<<<<<<<<<<
 * 
 *     def __contains__(self, object val):
 */
  __pyx_v_self->monotonic_dec = 0;

  /* "pandas/index.pyx":87
 *         bint initialized, monotonic_check, unique_check
 * 
 *     def __init__(self, vgetter, n):             # <<<<<<<<<<<<<<
 *         self.vgetter = vgetter
 * 
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.index.IndexEngine.__init__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":100
 *         self.monotonic_dec = 0
 * 
 *     def __contains__(self, object val):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         hash(val)
 */

/* Python wrapper */
static int __pyx_pw_6pandas_5index_11IndexEngine_3__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static int __pyx_pw_6pandas_5index_11IndexEngine_3__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__contains__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_2__contains__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), ((PyObject *)__pyx_v_val));

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

static int __pyx_pf_6pandas_5index_11IndexEngine_2__contains__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_hash_t __pyx_t_2;
  int __pyx_t_3;
  __Pyx_RefNannySetupContext("__contains__", 0);

  /* "pandas/index.pyx":101
 * 
 *     def __contains__(self, object val):
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         hash(val)
 *         return val in self.mapping
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 101, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/index.pyx":102
 *     def __contains__(self, object val):
 *         self._ensure_mapping_populated()
 *         hash(val)             # <<<<<<<<<<<<<<
 *         return val in self.mapping
 * 
 */
  __pyx_t_2 = PyObject_Hash(__pyx_v_val); if (unlikely(__pyx_t_2 == -1)) __PYX_ERR(0, 102, __pyx_L1_error)

  /* "pandas/index.pyx":103
 *         self._ensure_mapping_populated()
 *         hash(val)
 *         return val in self.mapping             # <<<<<<<<<<<<<<
 * 
 *     cpdef get_value(self, ndarray arr, object key, object tz=None):
 */
  __pyx_t_3 = (__Pyx_PySequence_ContainsTF(__pyx_v_val, ((PyObject *)__pyx_v_self->mapping), Py_EQ)); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 103, __pyx_L1_error)
  __pyx_r = __pyx_t_3;
  goto __pyx_L0;

  /* "pandas/index.pyx":100
 *         self.monotonic_dec = 0
 * 
 *     def __contains__(self, object val):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         hash(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("pandas.index.IndexEngine.__contains__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":105
 *         return val in self.mapping
 * 
 *     cpdef get_value(self, ndarray arr, object key, object tz=None):             # <<<<<<<<<<<<<<
 *         """
 *         arr : 1-dimensional ndarray
 */

static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_5get_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_get_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value *__pyx_optional_args) {
  PyObject *__pyx_v_tz = ((PyObject *)Py_None);
  PyObject *__pyx_v_loc = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  int __pyx_t_8;
  __Pyx_RefNannySetupContext("get_value", 0);
  if (__pyx_optional_args) {
    if (__pyx_optional_args->__pyx_n > 0) {
      __pyx_v_tz = __pyx_optional_args->tz;
    }
  }
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 105, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_5get_value)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      __pyx_t_5 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
          __pyx_t_5 = 1;
        }
      }
      __pyx_t_6 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      if (__pyx_t_4) {
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
      }
      __Pyx_INCREF(((PyObject *)__pyx_v_arr));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_arr));
      PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, ((PyObject *)__pyx_v_arr));
      __Pyx_INCREF(__pyx_v_key);
      __Pyx_GIVEREF(__pyx_v_key);
      PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_key);
      __Pyx_INCREF(__pyx_v_tz);
      __Pyx_GIVEREF(__pyx_v_tz);
      PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_tz);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 105, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/index.pyx":113
 *             void* data_ptr
 * 
 *         loc = self.get_loc(key)             # <<<<<<<<<<<<<<
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):
 *             return arr[loc]
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->get_loc(__pyx_v_self, __pyx_v_key, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 113, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_loc = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":114
 * 
 *         loc = self.get_loc(key)
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):             # <<<<<<<<<<<<<<
 *             return arr[loc]
 *         else:
 */
  __pyx_t_8 = (PySlice_Check(__pyx_v_loc) != 0);
  if (!__pyx_t_8) {
  } else {
    __pyx_t_7 = __pyx_t_8;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_8 = (PyArray_Check(__pyx_v_loc) != 0);
  __pyx_t_7 = __pyx_t_8;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_7) {

    /* "pandas/index.pyx":115
 *         loc = self.get_loc(key)
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):
 *             return arr[loc]             # <<<<<<<<<<<<<<
 *         else:
 *             if arr.descr.type_num == NPY_DATETIME:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_1 = PyObject_GetItem(((PyObject *)__pyx_v_arr), __pyx_v_loc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 115, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_r = __pyx_t_1;
    __pyx_t_1 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":114
 * 
 *         loc = self.get_loc(key)
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):             # <<<<<<<<<<<<<<
 *             return arr[loc]
 *         else:
 */
  }

  /* "pandas/index.pyx":117
 *             return arr[loc]
 *         else:
 *             if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 */
  /*else*/ {

    /* "pandas/index.pyx":119
 *             if arr.descr.type_num == NPY_DATETIME:
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *                 return Timedelta(util.get_value_at(arr, loc))
 *             return util.get_value_at(arr, loc)
 */
    switch (__pyx_v_arr->descr->type_num) {

      /* "pandas/index.pyx":117
 *             return arr[loc]
 *         else:
 *             if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 */
      case NPY_DATETIME:

      /* "pandas/index.pyx":118
 *         else:
 *             if arr.descr.type_num == NPY_DATETIME:
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)             # <<<<<<<<<<<<<<
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 *                 return Timedelta(util.get_value_at(arr, loc))
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timestamp); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_2 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_2);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_2);
      __pyx_t_2 = 0;
      __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_tz, __pyx_v_tz) < 0) __PYX_ERR(0, 118, __pyx_L1_error)
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 118, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_6;
      __pyx_t_6 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":117
 *             return arr[loc]
 *         else:
 *             if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 */
      break;

      /* "pandas/index.pyx":119
 *             if arr.descr.type_num == NPY_DATETIME:
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *                 return Timedelta(util.get_value_at(arr, loc))
 *             return util.get_value_at(arr, loc)
 */
      case NPY_TIMEDELTA:

      /* "pandas/index.pyx":120
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 *                 return Timedelta(util.get_value_at(arr, loc))             # <<<<<<<<<<<<<<
 *             return util.get_value_at(arr, loc)
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timedelta); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 120, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 120, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_1 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (!__pyx_t_1) {
        __pyx_t_6 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 120, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_GOTREF(__pyx_t_6);
      } else {
        __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 120, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_1); __pyx_t_1 = NULL;
        __Pyx_GIVEREF(__pyx_t_3);
        PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_t_3);
        __pyx_t_3 = 0;
        __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 120, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_6;
      __pyx_t_6 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":119
 *             if arr.descr.type_num == NPY_DATETIME:
 *                 return Timestamp(util.get_value_at(arr, loc), tz=tz)
 *             elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *                 return Timedelta(util.get_value_at(arr, loc))
 *             return util.get_value_at(arr, loc)
 */
      break;
      default: break;
    }

    /* "pandas/index.pyx":121
 *             elif arr.descr.type_num == NPY_TIMEDELTA:
 *                 return Timedelta(util.get_value_at(arr, loc))
 *             return util.get_value_at(arr, loc)             # <<<<<<<<<<<<<<
 * 
 *     cpdef set_value(self, ndarray arr, object key, object value):
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_6 = __pyx_f_4util_get_value_at(__pyx_v_arr, __pyx_v_loc); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 121, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __pyx_r = __pyx_t_6;
    __pyx_t_6 = 0;
    goto __pyx_L0;
  }

  /* "pandas/index.pyx":105
 *         return val in self.mapping
 * 
 *     cpdef get_value(self, ndarray arr, object key, object tz=None):             # <<<<<<<<<<<<<<
 *         """
 *         arr : 1-dimensional ndarray
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.index.IndexEngine.get_value", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_5get_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_5index_11IndexEngine_4get_value[] = "\n        arr : 1-dimensional ndarray\n        ";
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_5get_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_key = 0;
  PyObject *__pyx_v_tz = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_value (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_key,&__pyx_n_s_tz,0};
    PyObject* values[3] = {0,0,0};
    values[2] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_key)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("get_value", 0, 2, 3, 1); __PYX_ERR(0, 105, __pyx_L3_error)
        }
        case  2:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_tz);
          if (value) { values[2] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_value") < 0)) __PYX_ERR(0, 105, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_key = values[1];
    __pyx_v_tz = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_value", 0, 2, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 105, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine.get_value", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) __PYX_ERR(0, 105, __pyx_L1_error)
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_4get_value(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_arr, __pyx_v_key, __pyx_v_tz);

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_4get_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_tz) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value __pyx_t_2;
  __Pyx_RefNannySetupContext("get_value", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2.__pyx_n = 1;
  __pyx_t_2.tz = __pyx_v_tz;
  __pyx_t_1 = __pyx_vtabptr_6pandas_5index_IndexEngine->get_value(__pyx_v_self, __pyx_v_arr, __pyx_v_key, 1, &__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 105, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":123
 *             return util.get_value_at(arr, loc)
 * 
 *     cpdef set_value(self, ndarray arr, object key, object value):             # <<<<<<<<<<<<<<
 *         """
 *         arr : 1-dimensional ndarray
 */

static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7set_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_set_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_value, int __pyx_skip_dispatch) {
  PyObject *__pyx_v_loc = 0;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  int __pyx_t_8;
  __Pyx_RefNannySetupContext("set_value", 0);
  __Pyx_INCREF(__pyx_v_value);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_set_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 123, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_7set_value)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      __pyx_t_5 = 0;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
          __pyx_t_5 = 1;
        }
      }
      __pyx_t_6 = PyTuple_New(3+__pyx_t_5); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 123, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      if (__pyx_t_4) {
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_4); __pyx_t_4 = NULL;
      }
      __Pyx_INCREF(((PyObject *)__pyx_v_arr));
      __Pyx_GIVEREF(((PyObject *)__pyx_v_arr));
      PyTuple_SET_ITEM(__pyx_t_6, 0+__pyx_t_5, ((PyObject *)__pyx_v_arr));
      __Pyx_INCREF(__pyx_v_key);
      __Pyx_GIVEREF(__pyx_v_key);
      PyTuple_SET_ITEM(__pyx_t_6, 1+__pyx_t_5, __pyx_v_key);
      __Pyx_INCREF(__pyx_v_value);
      __Pyx_GIVEREF(__pyx_v_value);
      PyTuple_SET_ITEM(__pyx_t_6, 2+__pyx_t_5, __pyx_v_value);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 123, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/index.pyx":131
 *             void* data_ptr
 * 
 *         loc = self.get_loc(key)             # <<<<<<<<<<<<<<
 *         value = convert_scalar(arr, value)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->get_loc(__pyx_v_self, __pyx_v_key, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 131, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_loc = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":132
 * 
 *         loc = self.get_loc(key)
 *         value = convert_scalar(arr, value)             # <<<<<<<<<<<<<<
 * 
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_convert_scalar(__pyx_v_arr, __pyx_v_value, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 132, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF_SET(__pyx_v_value, __pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":134
 *         value = convert_scalar(arr, value)
 * 
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):             # <<<<<<<<<<<<<<
 *             arr[loc] = value
 *         else:
 */
  __pyx_t_8 = (PySlice_Check(__pyx_v_loc) != 0);
  if (!__pyx_t_8) {
  } else {
    __pyx_t_7 = __pyx_t_8;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_8 = (PyArray_Check(__pyx_v_loc) != 0);
  __pyx_t_7 = __pyx_t_8;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_7) {

    /* "pandas/index.pyx":135
 * 
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):
 *             arr[loc] = value             # <<<<<<<<<<<<<<
 *         else:
 *             util.set_value_at(arr, loc, value)
 */
    if (unlikely(PyObject_SetItem(((PyObject *)__pyx_v_arr), __pyx_v_loc, __pyx_v_value) < 0)) __PYX_ERR(0, 135, __pyx_L1_error)

    /* "pandas/index.pyx":134
 *         value = convert_scalar(arr, value)
 * 
 *         if PySlice_Check(loc) or cnp.PyArray_Check(loc):             # <<<<<<<<<<<<<<
 *             arr[loc] = value
 *         else:
 */
    goto __pyx_L3;
  }

  /* "pandas/index.pyx":137
 *             arr[loc] = value
 *         else:
 *             util.set_value_at(arr, loc, value)             # <<<<<<<<<<<<<<
 * 
 *     cpdef get_loc(self, object val):
 */
  /*else*/ {
    __pyx_t_1 = __pyx_f_4util_set_value_at(__pyx_v_arr, __pyx_v_loc, __pyx_v_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 137, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __pyx_L3:;

  /* "pandas/index.pyx":123
 *             return util.get_value_at(arr, loc)
 * 
 *     cpdef set_value(self, ndarray arr, object key, object value):             # <<<<<<<<<<<<<<
 *         """
 *         arr : 1-dimensional ndarray
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("pandas.index.IndexEngine.set_value", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XDECREF(__pyx_v_value);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7set_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static char __pyx_doc_6pandas_5index_11IndexEngine_6set_value[] = "\n        arr : 1-dimensional ndarray\n        ";
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7set_value(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_key = 0;
  PyObject *__pyx_v_value = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("set_value (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_key,&__pyx_n_s_value,0};
    PyObject* values[3] = {0,0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_key)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("set_value", 1, 3, 3, 1); __PYX_ERR(0, 123, __pyx_L3_error)
        }
        case  2:
        if (likely((values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_value)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("set_value", 1, 3, 3, 2); __PYX_ERR(0, 123, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "set_value") < 0)) __PYX_ERR(0, 123, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 3) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
      values[2] = PyTuple_GET_ITEM(__pyx_args, 2);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_key = values[1];
    __pyx_v_value = values[2];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("set_value", 1, 3, 3, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 123, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine.set_value", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) __PYX_ERR(0, 123, __pyx_L1_error)
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_6set_value(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_arr, __pyx_v_key, __pyx_v_value);

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_6set_value(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_key, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("set_value", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine_set_value(__pyx_v_self, __pyx_v_arr, __pyx_v_key, __pyx_v_value, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 123, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":139
 *             util.set_value_at(arr, loc, value)
 * 
 *     cpdef get_loc(self, object val):             # <<<<<<<<<<<<<<
 *         if is_definitely_invalid_key(val):
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 */

static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_9get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_f_6pandas_5index_11IndexEngine_get_loc(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val, int __pyx_skip_dispatch) {
  PyObject *__pyx_v_values = NULL;
  Py_ssize_t __pyx_v_loc;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  Py_ssize_t __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  int __pyx_t_12;
  __Pyx_RefNannySetupContext("get_loc", 0);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_loc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 139, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_9get_loc)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_val); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 139, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 139, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(__pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_val);
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 139, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/index.pyx":140
 * 
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):             # <<<<<<<<<<<<<<
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 * 
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_is_definitely_invalid_key(__pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 140, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 140, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "pandas/index.pyx":141
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):
 *             raise TypeError("'{val}' is an invalid key".format(val=val))             # <<<<<<<<<<<<<<
 * 
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_kp_s_val_is_an_invalid_key, __pyx_n_s_format); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = PyDict_New(); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    if (PyDict_SetItem(__pyx_t_2, __pyx_n_s_val, __pyx_v_val) < 0) __PYX_ERR(0, 141, __pyx_L1_error)
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_empty_tuple, __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_3);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
    __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_TypeError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(0, 141, __pyx_L1_error)

    /* "pandas/index.pyx":140
 * 
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):             # <<<<<<<<<<<<<<
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 * 
 */
  }

  /* "pandas/index.pyx":143
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 * 
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 */
  __pyx_t_7 = (__pyx_v_self->over_size_threshold != 0);
  if (__pyx_t_7) {
  } else {
    __pyx_t_6 = __pyx_t_7;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_monotonic_increasing); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 143, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 143, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = __pyx_t_7;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_6) {

    /* "pandas/index.pyx":144
 * 
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_unique); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 144, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 144, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_7 = ((!__pyx_t_6) != 0);
    if (__pyx_t_7) {

      /* "pandas/index.pyx":145
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 145, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":144
 * 
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 */
    }

    /* "pandas/index.pyx":146
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()             # <<<<<<<<<<<<<<
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')
 *             if loc >= len(values):
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 146, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_v_values = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/index.pyx":147
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')             # <<<<<<<<<<<<<<
 *             if loc >= len(values):
 *                 raise KeyError(val)
 */
    if (!(likely(((__pyx_v_values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_values, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 147, __pyx_L1_error)
    __pyx_t_8 = __pyx_f_6pandas_5index__bin_search(((PyArrayObject *)__pyx_v_values), __pyx_v_val); if (unlikely(__pyx_t_8 == -1L)) __PYX_ERR(0, 147, __pyx_L1_error)
    __pyx_v_loc = __pyx_t_8;

    /* "pandas/index.pyx":148
 *             values = self._get_index_values()
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')
 *             if loc >= len(values):             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             if util.get_value_at(values, loc) != val:
 */
    __pyx_t_8 = PyObject_Length(__pyx_v_values); if (unlikely(__pyx_t_8 == -1)) __PYX_ERR(0, 148, __pyx_L1_error)
    __pyx_t_7 = ((__pyx_v_loc >= __pyx_t_8) != 0);
    if (__pyx_t_7) {

      /* "pandas/index.pyx":149
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')
 *             if loc >= len(values):
 *                 raise KeyError(val)             # <<<<<<<<<<<<<<
 *             if util.get_value_at(values, loc) != val:
 *                 raise KeyError(val)
 */
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 149, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
      __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 149, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_2, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __PYX_ERR(0, 149, __pyx_L1_error)

      /* "pandas/index.pyx":148
 *             values = self._get_index_values()
 *             loc = _bin_search(values, val) # .searchsorted(val, side='left')
 *             if loc >= len(values):             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             if util.get_value_at(values, loc) != val:
 */
    }

    /* "pandas/index.pyx":150
 *             if loc >= len(values):
 *                 raise KeyError(val)
 *             if util.get_value_at(values, loc) != val:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             return loc
 */
    if (!(likely(((__pyx_v_values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_values, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 150, __pyx_L1_error)
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_v_loc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 150, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_v_values), __pyx_t_2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 150, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = PyObject_RichCompare(__pyx_t_3, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 150, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 150, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_7) {

      /* "pandas/index.pyx":151
 *                 raise KeyError(val)
 *             if util.get_value_at(values, loc) != val:
 *                 raise KeyError(val)             # <<<<<<<<<<<<<<
 *             return loc
 * 
 */
      __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 151, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 151, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __PYX_ERR(0, 151, __pyx_L1_error)

      /* "pandas/index.pyx":150
 *             if loc >= len(values):
 *                 raise KeyError(val)
 *             if util.get_value_at(values, loc) != val:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             return loc
 */
    }

    /* "pandas/index.pyx":152
 *             if util.get_value_at(values, loc) != val:
 *                 raise KeyError(val)
 *             return loc             # <<<<<<<<<<<<<<
 * 
 *         self._ensure_mapping_populated()
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_loc); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 152, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":143
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 * 
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 */
  }

  /* "pandas/index.pyx":154
 *             return loc
 * 
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         if not self.unique:
 *             return self._get_loc_duplicates(val)
 */
  __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(__pyx_v_self); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 154, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":155
 * 
 *         self._ensure_mapping_populated()
 *         if not self.unique:             # <<<<<<<<<<<<<<
 *             return self._get_loc_duplicates(val)
 * 
 */
  __pyx_t_7 = ((!(__pyx_v_self->unique != 0)) != 0);
  if (__pyx_t_7) {

    /* "pandas/index.pyx":156
 *         self._ensure_mapping_populated()
 *         if not self.unique:
 *             return self._get_loc_duplicates(val)             # <<<<<<<<<<<<<<
 * 
 *         self._check_type(val)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 156, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":155
 * 
 *         self._ensure_mapping_populated()
 *         if not self.unique:             # <<<<<<<<<<<<<<
 *             return self._get_loc_duplicates(val)
 * 
 */
  }

  /* "pandas/index.pyx":158
 *             return self._get_loc_duplicates(val)
 * 
 *         self._check_type(val)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_check_type(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 158, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":160
 *         self._check_type(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val)
 *         except TypeError:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_9, &__pyx_t_10, &__pyx_t_11);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_11);
    /*try:*/ {

      /* "pandas/index.pyx":161
 * 
 *         try:
 *             return self.mapping.get_item(val)             # <<<<<<<<<<<<<<
 *         except TypeError:
 *             raise KeyError(val)
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->mapping), __pyx_n_s_get_item); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 161, __pyx_L11_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_1 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_1)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_1);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (!__pyx_t_1) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 161, __pyx_L11_error)
        __Pyx_GOTREF(__pyx_t_3);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 161, __pyx_L11_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1); __pyx_t_1 = NULL;
        __Pyx_INCREF(__pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_val);
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 161, __pyx_L11_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L15_try_return;

      /* "pandas/index.pyx":160
 *         self._check_type(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val)
 *         except TypeError:
 */
    }
    __pyx_L11_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "pandas/index.pyx":162
 *         try:
 *             return self.mapping.get_item(val)
 *         except TypeError:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
    __pyx_t_12 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
    if (__pyx_t_12) {
      __Pyx_AddTraceback("pandas.index.IndexEngine.get_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_2, &__pyx_t_5) < 0) __PYX_ERR(0, 162, __pyx_L13_except_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GOTREF(__pyx_t_5);

      /* "pandas/index.pyx":163
 *             return self.mapping.get_item(val)
 *         except TypeError:
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *     cdef inline _get_loc_duplicates(self, object val):
 */
      __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 163, __pyx_L13_except_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_val);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 163, __pyx_L13_except_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __PYX_ERR(0, 163, __pyx_L13_except_error)
    }
    goto __pyx_L13_except_error;
    __pyx_L13_except_error:;

    /* "pandas/index.pyx":160
 *         self._check_type(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val)
 *         except TypeError:
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
    goto __pyx_L1_error;
    __pyx_L15_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_11);
    __Pyx_ExceptionReset(__pyx_t_9, __pyx_t_10, __pyx_t_11);
    goto __pyx_L0;
  }

  /* "pandas/index.pyx":139
 *             util.set_value_at(arr, loc, value)
 * 
 *     cpdef get_loc(self, object val):             # <<<<<<<<<<<<<<
 *         if is_definitely_invalid_key(val):
 *             raise TypeError("'{val}' is an invalid key".format(val=val))
 */

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

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_9get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_9get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_loc (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_8get_loc(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), ((PyObject *)__pyx_v_val));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_8get_loc(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("get_loc", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine_get_loc(__pyx_v_self, __pyx_v_val, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 139, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":165
 *             raise KeyError(val)
 * 
 *     cdef inline _get_loc_duplicates(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             Py_ssize_t diff
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  Py_ssize_t __pyx_v_diff;
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_left = NULL;
  PyObject *__pyx_v_right = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  __Pyx_RefNannySetupContext("_get_loc_duplicates", 0);

  /* "pandas/index.pyx":169
 *             Py_ssize_t diff
 * 
 *         if self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             left = values.searchsorted(val, side='left')
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_monotonic_increasing); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 169, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 169, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_2) {

    /* "pandas/index.pyx":170
 * 
 *         if self.is_monotonic_increasing:
 *             values = self._get_index_values()             # <<<<<<<<<<<<<<
 *             left = values.searchsorted(val, side='left')
 *             right = values.searchsorted(val, side='right')
 */
    __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 170, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_values = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "pandas/index.pyx":171
 *         if self.is_monotonic_increasing:
 *             values = self._get_index_values()
 *             left = values.searchsorted(val, side='left')             # <<<<<<<<<<<<<<
 *             right = values.searchsorted(val, side='right')
 * 
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_searchsorted); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 171, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 171, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
    __pyx_t_4 = PyDict_New(); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 171, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    if (PyDict_SetItem(__pyx_t_4, __pyx_n_s_side, __pyx_n_s_left) < 0) __PYX_ERR(0, 171, __pyx_L1_error)
    __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_3, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 171, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __pyx_v_left = __pyx_t_5;
    __pyx_t_5 = 0;

    /* "pandas/index.pyx":172
 *             values = self._get_index_values()
 *             left = values.searchsorted(val, side='left')
 *             right = values.searchsorted(val, side='right')             # <<<<<<<<<<<<<<
 * 
 *             diff = right - left
 */
    __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_searchsorted); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 172, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 172, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_val);
    __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 172, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_side, __pyx_n_s_right) < 0) __PYX_ERR(0, 172, __pyx_L1_error)
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_4, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 172, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_v_right = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "pandas/index.pyx":174
 *             right = values.searchsorted(val, side='right')
 * 
 *             diff = right - left             # <<<<<<<<<<<<<<
 *             if diff == 0:
 *                 raise KeyError(val)
 */
    __pyx_t_1 = PyNumber_Subtract(__pyx_v_right, __pyx_v_left); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 174, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_6 = __Pyx_PyIndex_AsSsize_t(__pyx_t_1); if (unlikely((__pyx_t_6 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 174, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_v_diff = __pyx_t_6;

    /* "pandas/index.pyx":175
 * 
 *             diff = right - left
 *             if diff == 0:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             elif diff == 1:
 */
    switch (__pyx_v_diff) {
      case 0:

      /* "pandas/index.pyx":176
 *             diff = right - left
 *             if diff == 0:
 *                 raise KeyError(val)             # <<<<<<<<<<<<<<
 *             elif diff == 1:
 *                 return left
 */
      __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 176, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_val);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 176, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __PYX_ERR(0, 176, __pyx_L1_error)

      /* "pandas/index.pyx":175
 * 
 *             diff = right - left
 *             if diff == 0:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             elif diff == 1:
 */
      break;

      /* "pandas/index.pyx":177
 *             if diff == 0:
 *                 raise KeyError(val)
 *             elif diff == 1:             # <<<<<<<<<<<<<<
 *                 return left
 *             else:
 */
      case 1:

      /* "pandas/index.pyx":178
 *                 raise KeyError(val)
 *             elif diff == 1:
 *                 return left             # <<<<<<<<<<<<<<
 *             else:
 *                 return slice(left, right)
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_left);
      __pyx_r = __pyx_v_left;
      goto __pyx_L0;

      /* "pandas/index.pyx":177
 *             if diff == 0:
 *                 raise KeyError(val)
 *             elif diff == 1:             # <<<<<<<<<<<<<<
 *                 return left
 *             else:
 */
      break;
      default:

      /* "pandas/index.pyx":180
 *                 return left
 *             else:
 *                 return slice(left, right)             # <<<<<<<<<<<<<<
 * 
 *         return self._maybe_get_bool_indexer(val)
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_3 = PySlice_New(__pyx_v_left, __pyx_v_right, Py_None); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 180, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L0;
      break;
    }

    /* "pandas/index.pyx":169
 *             Py_ssize_t diff
 * 
 *         if self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             left = values.searchsorted(val, side='left')
 */
  }

  /* "pandas/index.pyx":182
 *                 return slice(left, right)
 * 
 *         return self._maybe_get_bool_indexer(val)             # <<<<<<<<<<<<<<
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_maybe_get_bool_indexer(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 182, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":165
 *             raise KeyError(val)
 * 
 *     cdef inline _get_loc_duplicates(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             Py_ssize_t diff
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index.IndexEngine._get_loc_duplicates", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_left);
  __Pyx_XDECREF(__pyx_v_right);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":184
 *         return self._maybe_get_bool_indexer(val)
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t] indexer
 */

static PyObject *__pyx_f_6pandas_5index_11IndexEngine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyArrayObject *__pyx_v_indexer = 0;
  PyArrayObject *__pyx_v_values = 0;
  int __pyx_v_count;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  int __pyx_v_last_true;
  PyObject *__pyx_v_result = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_indexer;
  __Pyx_Buffer __pyx_pybuffer_indexer;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyArrayObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyArrayObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  __Pyx_RefNannySetupContext("_maybe_get_bool_indexer", 0);
  __pyx_pybuffer_indexer.pybuffer.buf = NULL;
  __pyx_pybuffer_indexer.refcount = 0;
  __pyx_pybuffernd_indexer.data = NULL;
  __pyx_pybuffernd_indexer.rcbuffer = &__pyx_pybuffer_indexer;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;

  /* "pandas/index.pyx":188
 *             ndarray[uint8_t] indexer
 *             ndarray[object] values
 *             int count = 0             # <<<<<<<<<<<<<<
 *             Py_ssize_t i, n
 *             int last_true
 */
  __pyx_v_count = 0;

  /* "pandas/index.pyx":192
 *             int last_true
 * 
 *         values = self._get_index_values()             # <<<<<<<<<<<<<<
 *         n = len(values)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 192, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 192, __pyx_L1_error)
  __pyx_t_2 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
    __pyx_t_3 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_t_2, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_3 < 0)) {
      PyErr_Fetch(&__pyx_t_4, &__pyx_t_5, &__pyx_t_6);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_object, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_4); Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_6);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_4, __pyx_t_5, __pyx_t_6);
      }
    }
    __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 192, __pyx_L1_error)
  }
  __pyx_t_2 = 0;
  __pyx_v_values = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":193
 * 
 *         values = self._get_index_values()
 *         n = len(values)             # <<<<<<<<<<<<<<
 * 
 *         result = np.empty(n, dtype=bool)
 */
  __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_7 == -1)) __PYX_ERR(0, 193, __pyx_L1_error)
  __pyx_v_n = __pyx_t_7;

  /* "pandas/index.pyx":195
 *         n = len(values)
 * 
 *         result = np.empty(n, dtype=bool)             # <<<<<<<<<<<<<<
 *         indexer = result.view(np.uint8)
 * 
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, ((PyObject*)&PyBool_Type)) < 0) __PYX_ERR(0, 195, __pyx_L1_error)
  __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 195, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_result = __pyx_t_10;
  __pyx_t_10 = 0;

  /* "pandas/index.pyx":196
 * 
 *         result = np.empty(n, dtype=bool)
 *         indexer = result.view(np.uint8)             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_result, __pyx_n_s_view); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 196, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 196, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_uint8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 196, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_9)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_9);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_9) {
    __pyx_t_10 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 196, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_GOTREF(__pyx_t_10);
  } else {
    __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 196, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_11);
    __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_9); __pyx_t_9 = NULL;
    __Pyx_GIVEREF(__pyx_t_8);
    PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_t_8);
    __pyx_t_8 = 0;
    __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_11, NULL); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 196, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_10) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 196, __pyx_L1_error)
  __pyx_t_12 = ((PyArrayObject *)__pyx_t_10);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __pyx_t_3 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_t_12, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_3 < 0)) {
      PyErr_Fetch(&__pyx_t_6, &__pyx_t_5, &__pyx_t_4);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_v_indexer, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_6); Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_4);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_6, __pyx_t_5, __pyx_t_4);
      }
    }
    __pyx_pybuffernd_indexer.diminfo[0].strides = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_indexer.diminfo[0].shape = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 196, __pyx_L1_error)
  }
  __pyx_t_12 = 0;
  __pyx_v_indexer = ((PyArrayObject *)__pyx_t_10);
  __pyx_t_10 = 0;

  /* "pandas/index.pyx":198
 *         indexer = result.view(np.uint8)
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if values[i] == val:
 *                 count += 1
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_7; __pyx_t_13+=1) {
    __pyx_v_i = __pyx_t_13;

    /* "pandas/index.pyx":199
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_3 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_3 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_3 = 0;
    if (unlikely(__pyx_t_3 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_3);
      __PYX_ERR(0, 199, __pyx_L1_error)
    }
    __pyx_t_10 = (PyObject *) *__Pyx_BufPtrStrided1d(PyObject **, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_values.diminfo[0].strides);
    __Pyx_INCREF((PyObject*)__pyx_t_10);
    __pyx_t_1 = PyObject_RichCompare(__pyx_t_10, __pyx_v_val, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 199, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_15 < 0)) __PYX_ERR(0, 199, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_15) {

      /* "pandas/index.pyx":200
 *         for i in range(n):
 *             if values[i] == val:
 *                 count += 1             # <<<<<<<<<<<<<<
 *                 indexer[i] = 1
 *                 last_true = i
 */
      __pyx_v_count = (__pyx_v_count + 1);

      /* "pandas/index.pyx":201
 *             if values[i] == val:
 *                 count += 1
 *                 indexer[i] = 1             # <<<<<<<<<<<<<<
 *                 last_true = i
 *             else:
 */
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_3 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_3 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_3 = 0;
      if (unlikely(__pyx_t_3 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_3);
        __PYX_ERR(0, 201, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_indexer.diminfo[0].strides) = 1;

      /* "pandas/index.pyx":202
 *                 count += 1
 *                 indexer[i] = 1
 *                 last_true = i             # <<<<<<<<<<<<<<
 *             else:
 *                 indexer[i] = 0
 */
      __pyx_v_last_true = __pyx_v_i;

      /* "pandas/index.pyx":199
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
      goto __pyx_L5;
    }

    /* "pandas/index.pyx":204
 *                 last_true = i
 *             else:
 *                 indexer[i] = 0             # <<<<<<<<<<<<<<
 * 
 *         if count == 0:
 */
    /*else*/ {
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_3 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_3 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_3 = 0;
      if (unlikely(__pyx_t_3 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_3);
        __PYX_ERR(0, 204, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_indexer.diminfo[0].strides) = 0;
    }
    __pyx_L5:;
  }

  /* "pandas/index.pyx":206
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  __pyx_t_15 = ((__pyx_v_count == 0) != 0);
  if (__pyx_t_15) {

    /* "pandas/index.pyx":207
 * 
 *         if count == 0:
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 *         if count == 1:
 *             return last_true
 */
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 207, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_val);
    __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 207, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_Raise(__pyx_t_10, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __PYX_ERR(0, 207, __pyx_L1_error)

    /* "pandas/index.pyx":206
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  }

  /* "pandas/index.pyx":208
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  __pyx_t_15 = ((__pyx_v_count == 1) != 0);
  if (__pyx_t_15) {

    /* "pandas/index.pyx":209
 *             raise KeyError(val)
 *         if count == 1:
 *             return last_true             # <<<<<<<<<<<<<<
 * 
 *         return result
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_10 = __Pyx_PyInt_From_int(__pyx_v_last_true); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 209, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __pyx_r = __pyx_t_10;
    __pyx_t_10 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":208
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  }

  /* "pandas/index.pyx":211
 *             return last_true
 * 
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     property is_unique:
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/index.pyx":184
 *         return self._maybe_get_bool_indexer(val)
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t] indexer
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.index.IndexEngine._maybe_get_bool_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_indexer);
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":215
 *     property is_unique:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.initialized:
 *                 self.initialize()
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_9is_unique_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_9is_unique_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_9is_unique___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_9is_unique___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "pandas/index.pyx":216
 * 
 *         def __get__(self):
 *             if not self.initialized:             # <<<<<<<<<<<<<<
 *                 self.initialize()
 * 
 */
  __pyx_t_1 = ((!(__pyx_v_self->initialized != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":217
 *         def __get__(self):
 *             if not self.initialized:
 *                 self.initialize()             # <<<<<<<<<<<<<<
 * 
 *             self.unique_check = 1
 */
    __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->initialize(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 217, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/index.pyx":216
 * 
 *         def __get__(self):
 *             if not self.initialized:             # <<<<<<<<<<<<<<
 *                 self.initialize()
 * 
 */
  }

  /* "pandas/index.pyx":219
 *                 self.initialize()
 * 
 *             self.unique_check = 1             # <<<<<<<<<<<<<<
 *             return self.unique == 1
 * 
 */
  __pyx_v_self->unique_check = 1;

  /* "pandas/index.pyx":220
 * 
 *             self.unique_check = 1
 *             return self.unique == 1             # <<<<<<<<<<<<<<
 * 
 *     property is_monotonic_increasing:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong((__pyx_v_self->unique == 1)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 220, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":215
 *     property is_unique:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.initialized:
 *                 self.initialize()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.index.IndexEngine.is_unique.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":224
 *     property is_monotonic_increasing:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_increasing_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_increasing_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_increasing___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_increasing___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "pandas/index.pyx":225
 * 
 *         def __get__(self):
 *             if not self.monotonic_check:             # <<<<<<<<<<<<<<
 *                 self._do_monotonic_check()
 * 
 */
  __pyx_t_1 = ((!(__pyx_v_self->monotonic_check != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":226
 *         def __get__(self):
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()             # <<<<<<<<<<<<<<
 * 
 *             return self.monotonic_inc == 1
 */
    __pyx_t_2 = __pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 226, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/index.pyx":225
 * 
 *         def __get__(self):
 *             if not self.monotonic_check:             # <<<<<<<<<<<<<<
 *                 self._do_monotonic_check()
 * 
 */
  }

  /* "pandas/index.pyx":228
 *                 self._do_monotonic_check()
 * 
 *             return self.monotonic_inc == 1             # <<<<<<<<<<<<<<
 * 
 *     property is_monotonic_decreasing:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong((__pyx_v_self->monotonic_inc == 1)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 228, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":224
 *     property is_monotonic_increasing:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.index.IndexEngine.is_monotonic_increasing.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":232
 *     property is_monotonic_decreasing:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_decreasing_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_decreasing_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_decreasing___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_23is_monotonic_decreasing___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  __Pyx_RefNannySetupContext("__get__", 0);

  /* "pandas/index.pyx":233
 * 
 *         def __get__(self):
 *             if not self.monotonic_check:             # <<<<<<<<<<<<<<
 *                 self._do_monotonic_check()
 * 
 */
  __pyx_t_1 = ((!(__pyx_v_self->monotonic_check != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":234
 *         def __get__(self):
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()             # <<<<<<<<<<<<<<
 * 
 *             return self.monotonic_dec == 1
 */
    __pyx_t_2 = __pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 234, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/index.pyx":233
 * 
 *         def __get__(self):
 *             if not self.monotonic_check:             # <<<<<<<<<<<<<<
 *                 self._do_monotonic_check()
 * 
 */
  }

  /* "pandas/index.pyx":236
 *                 self._do_monotonic_check()
 * 
 *             return self.monotonic_dec == 1             # <<<<<<<<<<<<<<
 * 
 *     cdef inline _do_monotonic_check(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyBool_FromLong((__pyx_v_self->monotonic_dec == 1)); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 236, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":232
 *     property is_monotonic_decreasing:
 * 
 *         def __get__(self):             # <<<<<<<<<<<<<<
 *             if not self.monotonic_check:
 *                 self._do_monotonic_check()
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.index.IndexEngine.is_monotonic_decreasing.__get__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":238
 *             return self.monotonic_dec == 1
 * 
 *     cdef inline _do_monotonic_check(self):             # <<<<<<<<<<<<<<
 *         cdef object is_unique
 *         try:
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_v_is_unique = 0;
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *(*__pyx_t_9)(PyObject *);
  int __pyx_t_10;
  int __pyx_t_11;
  int __pyx_t_12;
  __Pyx_RefNannySetupContext("_do_monotonic_check", 0);

  /* "pandas/index.pyx":240
 *     cdef inline _do_monotonic_check(self):
 *         cdef object is_unique
 *         try:             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/index.pyx":241
 *         cdef object is_unique
 *         try:
 *             values = self._get_index_values()             # <<<<<<<<<<<<<<
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 *                 self._call_monotonic(values)
 */
      __pyx_t_4 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 241, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_v_values = __pyx_t_4;
      __pyx_t_4 = 0;

      /* "pandas/index.pyx":243
 *             values = self._get_index_values()
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 *                 self._call_monotonic(values)             # <<<<<<<<<<<<<<
 *         except TypeError:
 *             self.monotonic_inc = 0
 */
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_call_monotonic); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 243, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_6 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_5))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_5);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_5);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_5, function);
        }
      }
      if (!__pyx_t_6) {
        __pyx_t_4 = __Pyx_PyObject_CallOneArg(__pyx_t_5, __pyx_v_values); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 243, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_4);
      } else {
        __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 243, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
        __Pyx_INCREF(__pyx_v_values);
        __Pyx_GIVEREF(__pyx_v_values);
        PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_values);
        __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_5, __pyx_t_7, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 243, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if ((likely(PyTuple_CheckExact(__pyx_t_4))) || (PyList_CheckExact(__pyx_t_4))) {
        PyObject* sequence = __pyx_t_4;
        #if CYTHON_COMPILING_IN_CPYTHON
        Py_ssize_t size = Py_SIZE(sequence);
        #else
        Py_ssize_t size = PySequence_Size(sequence);
        #endif
        if (unlikely(size != 3)) {
          if (size > 3) __Pyx_RaiseTooManyValuesError(3);
          else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
          __PYX_ERR(0, 242, __pyx_L3_error)
        }
        #if CYTHON_COMPILING_IN_CPYTHON
        if (likely(PyTuple_CheckExact(sequence))) {
          __pyx_t_5 = PyTuple_GET_ITEM(sequence, 0); 
          __pyx_t_7 = PyTuple_GET_ITEM(sequence, 1); 
          __pyx_t_6 = PyTuple_GET_ITEM(sequence, 2); 
        } else {
          __pyx_t_5 = PyList_GET_ITEM(sequence, 0); 
          __pyx_t_7 = PyList_GET_ITEM(sequence, 1); 
          __pyx_t_6 = PyList_GET_ITEM(sequence, 2); 
        }
        __Pyx_INCREF(__pyx_t_5);
        __Pyx_INCREF(__pyx_t_7);
        __Pyx_INCREF(__pyx_t_6);
        #else
        __pyx_t_5 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 242, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_7 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 242, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_7);
        __pyx_t_6 = PySequence_ITEM(sequence, 2); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 242, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_6);
        #endif
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      } else {
        Py_ssize_t index = -1;
        __pyx_t_8 = PyObject_GetIter(__pyx_t_4); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 242, __pyx_L3_error)
        __Pyx_GOTREF(__pyx_t_8);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __pyx_t_9 = Py_TYPE(__pyx_t_8)->tp_iternext;
        index = 0; __pyx_t_5 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_5)) goto __pyx_L11_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_5);
        index = 1; __pyx_t_7 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_7)) goto __pyx_L11_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_7);
        index = 2; __pyx_t_6 = __pyx_t_9(__pyx_t_8); if (unlikely(!__pyx_t_6)) goto __pyx_L11_unpacking_failed;
        __Pyx_GOTREF(__pyx_t_6);
        if (__Pyx_IternextUnpackEndCheck(__pyx_t_9(__pyx_t_8), 3) < 0) __PYX_ERR(0, 242, __pyx_L3_error)
        __pyx_t_9 = NULL;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        goto __pyx_L12_unpacking_done;
        __pyx_L11_unpacking_failed:;
        __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
        __pyx_t_9 = NULL;
        if (__Pyx_IterFinish() == 0) __Pyx_RaiseNeedMoreValuesError(index);
        __PYX_ERR(0, 242, __pyx_L3_error)
        __pyx_L12_unpacking_done:;
      }

      /* "pandas/index.pyx":242
 *         try:
 *             values = self._get_index_values()
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \             # <<<<<<<<<<<<<<
 *                 self._call_monotonic(values)
 *         except TypeError:
 */
      __pyx_t_10 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely((__pyx_t_10 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 242, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely((__pyx_t_11 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 242, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_v_self->monotonic_inc = __pyx_t_10;
      __pyx_v_self->monotonic_dec = __pyx_t_11;
      __pyx_v_is_unique = __pyx_t_6;
      __pyx_t_6 = 0;

      /* "pandas/index.pyx":240
 *     cdef inline _do_monotonic_check(self):
 *         cdef object is_unique
 *         try:             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 */
    }
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    goto __pyx_L10_try_end;
    __pyx_L3_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "pandas/index.pyx":244
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 *                 self._call_monotonic(values)
 *         except TypeError:             # <<<<<<<<<<<<<<
 *             self.monotonic_inc = 0
 *             self.monotonic_dec = 0
 */
    __pyx_t_12 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
    if (__pyx_t_12) {
      __Pyx_AddTraceback("pandas.index.IndexEngine._do_monotonic_check", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(0, 244, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "pandas/index.pyx":245
 *                 self._call_monotonic(values)
 *         except TypeError:
 *             self.monotonic_inc = 0             # <<<<<<<<<<<<<<
 *             self.monotonic_dec = 0
 *             is_unique = 0
 */
      __pyx_v_self->monotonic_inc = 0;

      /* "pandas/index.pyx":246
 *         except TypeError:
 *             self.monotonic_inc = 0
 *             self.monotonic_dec = 0             # <<<<<<<<<<<<<<
 *             is_unique = 0
 * 
 */
      __pyx_v_self->monotonic_dec = 0;

      /* "pandas/index.pyx":247
 *             self.monotonic_inc = 0
 *             self.monotonic_dec = 0
 *             is_unique = 0             # <<<<<<<<<<<<<<
 * 
 *         self.monotonic_check = 1
 */
      __Pyx_INCREF(__pyx_int_0);
      __Pyx_XDECREF_SET(__pyx_v_is_unique, __pyx_int_0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L4_exception_handled;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "pandas/index.pyx":240
 *     cdef inline _do_monotonic_check(self):
 *         cdef object is_unique
 *         try:             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             self.monotonic_inc, self.monotonic_dec, is_unique = \
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L4_exception_handled:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    __pyx_L10_try_end:;
  }

  /* "pandas/index.pyx":249
 *             is_unique = 0
 * 
 *         self.monotonic_check = 1             # <<<<<<<<<<<<<<
 * 
 *         # we can only be sure of uniqueness if is_unique=1
 */
  __pyx_v_self->monotonic_check = 1;

  /* "pandas/index.pyx":252
 * 
 *         # we can only be sure of uniqueness if is_unique=1
 *         if is_unique:             # <<<<<<<<<<<<<<
 *             self.initialized = 1
 *             self.unique = 1
 */
  __pyx_t_11 = __Pyx_PyObject_IsTrue(__pyx_v_is_unique); if (unlikely(__pyx_t_11 < 0)) __PYX_ERR(0, 252, __pyx_L1_error)
  if (__pyx_t_11) {

    /* "pandas/index.pyx":253
 *         # we can only be sure of uniqueness if is_unique=1
 *         if is_unique:
 *             self.initialized = 1             # <<<<<<<<<<<<<<
 *             self.unique = 1
 *             self.unique_check = 1
 */
    __pyx_v_self->initialized = 1;

    /* "pandas/index.pyx":254
 *         if is_unique:
 *             self.initialized = 1
 *             self.unique = 1             # <<<<<<<<<<<<<<
 *             self.unique_check = 1
 * 
 */
    __pyx_v_self->unique = 1;

    /* "pandas/index.pyx":255
 *             self.initialized = 1
 *             self.unique = 1
 *             self.unique_check = 1             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_index_values(self):
 */
    __pyx_v_self->unique_check = 1;

    /* "pandas/index.pyx":252
 * 
 *         # we can only be sure of uniqueness if is_unique=1
 *         if is_unique:             # <<<<<<<<<<<<<<
 *             self.initialized = 1
 *             self.unique = 1
 */
  }

  /* "pandas/index.pyx":238
 *             return self.monotonic_dec == 1
 * 
 *     cdef inline _do_monotonic_check(self):             # <<<<<<<<<<<<<<
 *         cdef object is_unique
 *         try:
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_AddTraceback("pandas.index.IndexEngine._do_monotonic_check", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_is_unique);
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":257
 *             self.unique_check = 1
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return self.vgetter()
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11IndexEngine__get_index_values(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_RefNannySetupContext("_get_index_values", 0);

  /* "pandas/index.pyx":258
 * 
 *     cdef _get_index_values(self):
 *         return self.vgetter()             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->vgetter);
  __pyx_t_2 = __pyx_v_self->vgetter; __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 258, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 258, __pyx_L1_error)
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":257
 *             self.unique_check = 1
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return self.vgetter()
 * 
 */

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

/* "pandas/index.pyx":260
 *         return self.vgetter()
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         raise NotImplementedError
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_11_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_11_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_10_call_monotonic(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_10_call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic", 0);

  /* "pandas/index.pyx":261
 * 
 *     def _call_monotonic(self, values):
 *         raise NotImplementedError             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */
  __Pyx_Raise(__pyx_builtin_NotImplementedError, 0, 0, 0);
  __PYX_ERR(0, 261, __pyx_L1_error)

  /* "pandas/index.pyx":260
 *         return self.vgetter()
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         raise NotImplementedError
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine._call_monotonic", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":263
 *         raise NotImplementedError
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         raise NotImplementedError
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11IndexEngine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, CYTHON_UNUSED PyObject *__pyx_v_n) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_make_hash_table", 0);

  /* "pandas/index.pyx":264
 * 
 *     cdef _make_hash_table(self, n):
 *         raise NotImplementedError             # <<<<<<<<<<<<<<
 * 
 *     cdef _check_type(self, object val):
 */
  __Pyx_Raise(__pyx_builtin_NotImplementedError, 0, 0, 0);
  __PYX_ERR(0, 264, __pyx_L1_error)

  /* "pandas/index.pyx":263
 *         raise NotImplementedError
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         raise NotImplementedError
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine._make_hash_table", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":266
 *         raise NotImplementedError
 * 
 *     cdef _check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11IndexEngine__check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_hash_t __pyx_t_1;
  __Pyx_RefNannySetupContext("_check_type", 0);

  /* "pandas/index.pyx":267
 * 
 *     cdef _check_type(self, object val):
 *         hash(val)             # <<<<<<<<<<<<<<
 * 
 *     cdef inline _ensure_mapping_populated(self):
 */
  __pyx_t_1 = PyObject_Hash(__pyx_v_val); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 267, __pyx_L1_error)

  /* "pandas/index.pyx":266
 *         raise NotImplementedError
 * 
 *     cdef _check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_AddTraceback("pandas.index.IndexEngine._check_type", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":269
 *         hash(val)
 * 
 *     cdef inline _ensure_mapping_populated(self):             # <<<<<<<<<<<<<<
 *         # need to reset if we have previously
 *         # set the initialized from monotonic checks
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  __Pyx_RefNannySetupContext("_ensure_mapping_populated", 0);

  /* "pandas/index.pyx":272
 *         # need to reset if we have previously
 *         # set the initialized from monotonic checks
 *         if self.unique_check:             # <<<<<<<<<<<<<<
 *             self.initialized = 0
 *         if not self.initialized:
 */
  __pyx_t_1 = (__pyx_v_self->unique_check != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":273
 *         # set the initialized from monotonic checks
 *         if self.unique_check:
 *             self.initialized = 0             # <<<<<<<<<<<<<<
 *         if not self.initialized:
 *             self.initialize()
 */
    __pyx_v_self->initialized = 0;

    /* "pandas/index.pyx":272
 *         # need to reset if we have previously
 *         # set the initialized from monotonic checks
 *         if self.unique_check:             # <<<<<<<<<<<<<<
 *             self.initialized = 0
 *         if not self.initialized:
 */
  }

  /* "pandas/index.pyx":274
 *         if self.unique_check:
 *             self.initialized = 0
 *         if not self.initialized:             # <<<<<<<<<<<<<<
 *             self.initialize()
 * 
 */
  __pyx_t_1 = ((!(__pyx_v_self->initialized != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":275
 *             self.initialized = 0
 *         if not self.initialized:
 *             self.initialize()             # <<<<<<<<<<<<<<
 * 
 *     cdef initialize(self):
 */
    __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->initialize(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 275, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/index.pyx":274
 *         if self.unique_check:
 *             self.initialized = 0
 *         if not self.initialized:             # <<<<<<<<<<<<<<
 *             self.initialize()
 * 
 */
  }

  /* "pandas/index.pyx":269
 *         hash(val)
 * 
 *     cdef inline _ensure_mapping_populated(self):             # <<<<<<<<<<<<<<
 *         # need to reset if we have previously
 *         # set the initialized from monotonic checks
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("pandas.index.IndexEngine._ensure_mapping_populated", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":277
 *             self.initialize()
 * 
 *     cdef initialize(self):             # <<<<<<<<<<<<<<
 *         values = self._get_index_values()
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11IndexEngine_initialize(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  Py_ssize_t __pyx_t_6;
  int __pyx_t_7;
  __Pyx_RefNannySetupContext("initialize", 0);

  /* "pandas/index.pyx":278
 * 
 *     cdef initialize(self):
 *         values = self._get_index_values()             # <<<<<<<<<<<<<<
 * 
 *         self.mapping = self._make_hash_table(len(values))
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 278, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_values = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":280
 *         values = self._get_index_values()
 * 
 *         self.mapping = self._make_hash_table(len(values))             # <<<<<<<<<<<<<<
 *         self.mapping.map_locations(values)
 * 
 */
  __pyx_t_2 = PyObject_Length(__pyx_v_values); if (unlikely(__pyx_t_2 == -1)) __PYX_ERR(0, 280, __pyx_L1_error)
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 280, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_make_hash_table(__pyx_v_self, __pyx_t_1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 280, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_6pandas_9hashtable_HashTable))))) __PYX_ERR(0, 280, __pyx_L1_error)
  __Pyx_GIVEREF(__pyx_t_3);
  __Pyx_GOTREF(__pyx_v_self->mapping);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->mapping));
  __pyx_v_self->mapping = ((struct __pyx_obj_6pandas_9hashtable_HashTable *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":281
 * 
 *         self.mapping = self._make_hash_table(len(values))
 *         self.mapping.map_locations(values)             # <<<<<<<<<<<<<<
 * 
 *         if len(self.mapping) == len(values):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->mapping), __pyx_n_s_map_locations); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 281, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_values); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 281, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 281, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_INCREF(__pyx_v_values);
    __Pyx_GIVEREF(__pyx_v_values);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_values);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 281, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":283
 *         self.mapping.map_locations(values)
 * 
 *         if len(self.mapping) == len(values):             # <<<<<<<<<<<<<<
 *             self.unique = 1
 * 
 */
  __pyx_t_3 = ((PyObject *)__pyx_v_self->mapping);
  __Pyx_INCREF(__pyx_t_3);
  __pyx_t_2 = PyObject_Length(__pyx_t_3); if (unlikely(__pyx_t_2 == -1)) __PYX_ERR(0, 283, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_6 = PyObject_Length(__pyx_v_values); if (unlikely(__pyx_t_6 == -1)) __PYX_ERR(0, 283, __pyx_L1_error)
  __pyx_t_7 = ((__pyx_t_2 == __pyx_t_6) != 0);
  if (__pyx_t_7) {

    /* "pandas/index.pyx":284
 * 
 *         if len(self.mapping) == len(values):
 *             self.unique = 1             # <<<<<<<<<<<<<<
 * 
 *         self.initialized = 1
 */
    __pyx_v_self->unique = 1;

    /* "pandas/index.pyx":283
 *         self.mapping.map_locations(values)
 * 
 *         if len(self.mapping) == len(values):             # <<<<<<<<<<<<<<
 *             self.unique = 1
 * 
 */
  }

  /* "pandas/index.pyx":286
 *             self.unique = 1
 * 
 *         self.initialized = 1             # <<<<<<<<<<<<<<
 * 
 *     def clear_mapping(self):
 */
  __pyx_v_self->initialized = 1;

  /* "pandas/index.pyx":277
 *             self.initialize()
 * 
 *     cdef initialize(self):             # <<<<<<<<<<<<<<
 *         values = self._get_index_values()
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index.IndexEngine.initialize", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":288
 *         self.initialized = 1
 * 
 *     def clear_mapping(self):             # <<<<<<<<<<<<<<
 *         self.mapping = None
 *         self.initialized = 0
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_13clear_mapping(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_13clear_mapping(PyObject *__pyx_v_self, CYTHON_UNUSED PyObject *unused) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("clear_mapping (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_12clear_mapping(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_12clear_mapping(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("clear_mapping", 0);

  /* "pandas/index.pyx":289
 * 
 *     def clear_mapping(self):
 *         self.mapping = None             # <<<<<<<<<<<<<<
 *         self.initialized = 0
 *         self.monotonic_check = 0
 */
  __Pyx_INCREF(Py_None);
  __Pyx_GIVEREF(Py_None);
  __Pyx_GOTREF(__pyx_v_self->mapping);
  __Pyx_DECREF(((PyObject *)__pyx_v_self->mapping));
  __pyx_v_self->mapping = ((struct __pyx_obj_6pandas_9hashtable_HashTable *)Py_None);

  /* "pandas/index.pyx":290
 *     def clear_mapping(self):
 *         self.mapping = None
 *         self.initialized = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_check = 0
 *         self.unique_check = 0
 */
  __pyx_v_self->initialized = 0;

  /* "pandas/index.pyx":291
 *         self.mapping = None
 *         self.initialized = 0
 *         self.monotonic_check = 0             # <<<<<<<<<<<<<<
 *         self.unique_check = 0
 * 
 */
  __pyx_v_self->monotonic_check = 0;

  /* "pandas/index.pyx":292
 *         self.initialized = 0
 *         self.monotonic_check = 0
 *         self.unique_check = 0             # <<<<<<<<<<<<<<
 * 
 *         self.unique = 0
 */
  __pyx_v_self->unique_check = 0;

  /* "pandas/index.pyx":294
 *         self.unique_check = 0
 * 
 *         self.unique = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_inc = 0
 *         self.monotonic_dec = 0
 */
  __pyx_v_self->unique = 0;

  /* "pandas/index.pyx":295
 * 
 *         self.unique = 0
 *         self.monotonic_inc = 0             # <<<<<<<<<<<<<<
 *         self.monotonic_dec = 0
 * 
 */
  __pyx_v_self->monotonic_inc = 0;

  /* "pandas/index.pyx":296
 *         self.unique = 0
 *         self.monotonic_inc = 0
 *         self.monotonic_dec = 0             # <<<<<<<<<<<<<<
 * 
 *     def get_indexer(self, values):
 */
  __pyx_v_self->monotonic_dec = 0;

  /* "pandas/index.pyx":288
 *         self.initialized = 1
 * 
 *     def clear_mapping(self):             # <<<<<<<<<<<<<<
 *         self.mapping = None
 *         self.initialized = 0
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":298
 *         self.monotonic_dec = 0
 * 
 *     def get_indexer(self, values):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         return self.mapping.lookup(values)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_15get_indexer(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_15get_indexer(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_indexer (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_14get_indexer(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_14get_indexer(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_indexer", 0);

  /* "pandas/index.pyx":299
 * 
 *     def get_indexer(self, values):
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         return self.mapping.lookup(values)
 * 
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 299, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/index.pyx":300
 *     def get_indexer(self, values):
 *         self._ensure_mapping_populated()
 *         return self.mapping.lookup(values)             # <<<<<<<<<<<<<<
 * 
 *     def get_indexer_non_unique(self, targets):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->mapping), __pyx_n_s_lookup); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 300, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (!__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_values); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 300, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 300, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = NULL;
    __Pyx_INCREF(__pyx_v_values);
    __Pyx_GIVEREF(__pyx_v_values);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_values);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 300, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":298
 *         self.monotonic_dec = 0
 * 
 *     def get_indexer(self, values):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         return self.mapping.lookup(values)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.IndexEngine.get_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":302
 *         return self.mapping.lookup(values)
 * 
 *     def get_indexer_non_unique(self, targets):             # <<<<<<<<<<<<<<
 *         """ return an indexer suitable for takng from a non unique index
 *             return the labels in the same order ast the target
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_17get_indexer_non_unique(PyObject *__pyx_v_self, PyObject *__pyx_v_targets); /*proto*/
static char __pyx_doc_6pandas_5index_11IndexEngine_16get_indexer_non_unique[] = " return an indexer suitable for takng from a non unique index\n            return the labels in the same order ast the target\n            and a missing indexer into the targets (which correspond\n            to the -1 indicies in the results ";
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_17get_indexer_non_unique(PyObject *__pyx_v_self, PyObject *__pyx_v_targets) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_indexer_non_unique (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_16get_indexer_non_unique(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), ((PyObject *)__pyx_v_targets));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_16get_indexer_non_unique(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self, PyObject *__pyx_v_targets) {
  PyArrayObject *__pyx_v_values = 0;
  PyArrayObject *__pyx_v_result = 0;
  PyArrayObject *__pyx_v_missing = 0;
  PyObject *__pyx_v_stargets = 0;
  PyObject *__pyx_v_d = 0;
  PyObject *__pyx_v_val = 0;
  int __pyx_v_count;
  int __pyx_v_count_missing;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_j;
  Py_ssize_t __pyx_v_n;
  Py_ssize_t __pyx_v_n_t;
  Py_ssize_t __pyx_v_n_alloc;
  CYTHON_UNUSED PyObject *__pyx_v_members = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_missing;
  __Pyx_Buffer __pyx_pybuffer_missing;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_result;
  __Pyx_Buffer __pyx_pybuffer_result;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  PyArrayObject *__pyx_t_8 = NULL;
  int __pyx_t_9;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  int __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  PyObject *(*__pyx_t_17)(PyObject *);
  Py_ssize_t __pyx_t_18;
  PyObject *__pyx_t_19 = NULL;
  Py_ssize_t __pyx_t_20;
  Py_ssize_t __pyx_t_21;
  Py_ssize_t __pyx_t_22;
  __Pyx_RefNannySetupContext("get_indexer_non_unique", 0);
  __pyx_pybuffer_result.pybuffer.buf = NULL;
  __pyx_pybuffer_result.refcount = 0;
  __pyx_pybuffernd_result.data = NULL;
  __pyx_pybuffernd_result.rcbuffer = &__pyx_pybuffer_result;
  __pyx_pybuffer_missing.pybuffer.buf = NULL;
  __pyx_pybuffer_missing.refcount = 0;
  __pyx_pybuffernd_missing.data = NULL;
  __pyx_pybuffernd_missing.rcbuffer = &__pyx_pybuffer_missing;

  /* "pandas/index.pyx":312
 *             ndarray[int64_t] result, missing
 *             set stargets
 *             dict d = {}             # <<<<<<<<<<<<<<
 *             object val
 *             int count = 0, count_missing = 0
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 312, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_d = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":314
 *             dict d = {}
 *             object val
 *             int count = 0, count_missing = 0             # <<<<<<<<<<<<<<
 *             Py_ssize_t i, j, n, n_t, n_alloc
 * 
 */
  __pyx_v_count = 0;
  __pyx_v_count_missing = 0;

  /* "pandas/index.pyx":317
 *             Py_ssize_t i, j, n, n_t, n_alloc
 * 
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         values = self._get_index_values()
 *         stargets = set(targets)
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 317, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/index.pyx":318
 * 
 *         self._ensure_mapping_populated()
 *         values = self._get_index_values()             # <<<<<<<<<<<<<<
 *         stargets = set(targets)
 *         n = len(values)
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_IndexEngine *)__pyx_v_self->__pyx_vtab)->_get_index_values(__pyx_v_self); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 318, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 318, __pyx_L1_error)
  __pyx_v_values = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":319
 *         self._ensure_mapping_populated()
 *         values = self._get_index_values()
 *         stargets = set(targets)             # <<<<<<<<<<<<<<
 *         n = len(values)
 *         n_t = len(targets)
 */
  __pyx_t_1 = PySet_New(__pyx_v_targets); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 319, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_stargets = ((PyObject*)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":320
 *         values = self._get_index_values()
 *         stargets = set(targets)
 *         n = len(values)             # <<<<<<<<<<<<<<
 *         n_t = len(targets)
 *         if n > 10000:
 */
  __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_2 == -1)) __PYX_ERR(0, 320, __pyx_L1_error)
  __pyx_v_n = __pyx_t_2;

  /* "pandas/index.pyx":321
 *         stargets = set(targets)
 *         n = len(values)
 *         n_t = len(targets)             # <<<<<<<<<<<<<<
 *         if n > 10000:
 *             n_alloc = 10000
 */
  __pyx_t_2 = PyObject_Length(__pyx_v_targets); if (unlikely(__pyx_t_2 == -1)) __PYX_ERR(0, 321, __pyx_L1_error)
  __pyx_v_n_t = __pyx_t_2;

  /* "pandas/index.pyx":322
 *         n = len(values)
 *         n_t = len(targets)
 *         if n > 10000:             # <<<<<<<<<<<<<<
 *             n_alloc = 10000
 *         else:
 */
  __pyx_t_3 = ((__pyx_v_n > 0x2710) != 0);
  if (__pyx_t_3) {

    /* "pandas/index.pyx":323
 *         n_t = len(targets)
 *         if n > 10000:
 *             n_alloc = 10000             # <<<<<<<<<<<<<<
 *         else:
 *             n_alloc = n
 */
    __pyx_v_n_alloc = 0x2710;

    /* "pandas/index.pyx":322
 *         n = len(values)
 *         n_t = len(targets)
 *         if n > 10000:             # <<<<<<<<<<<<<<
 *             n_alloc = 10000
 *         else:
 */
    goto __pyx_L3;
  }

  /* "pandas/index.pyx":325
 *             n_alloc = 10000
 *         else:
 *             n_alloc = n             # <<<<<<<<<<<<<<
 * 
 *         result = np.empty(n_alloc, dtype=np.int64)
 */
  /*else*/ {
    __pyx_v_n_alloc = __pyx_v_n;
  }
  __pyx_L3:;

  /* "pandas/index.pyx":327
 *             n_alloc = n
 * 
 *         result = np.empty(n_alloc, dtype=np.int64)             # <<<<<<<<<<<<<<
 *         missing = np.empty(n_t, dtype=np.int64)
 * 
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n_alloc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_int64); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, __pyx_t_7) < 0) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_4, __pyx_t_5, __pyx_t_1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 327, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_7) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_7, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 327, __pyx_L1_error)
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_7);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
      }
    }
    __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 327, __pyx_L1_error)
  }
  __pyx_t_8 = 0;
  __pyx_v_result = ((PyArrayObject *)__pyx_t_7);
  __pyx_t_7 = 0;

  /* "pandas/index.pyx":328
 * 
 *         result = np.empty(n_alloc, dtype=np.int64)
 *         missing = np.empty(n_t, dtype=np.int64)             # <<<<<<<<<<<<<<
 * 
 *         # form the set of the results (like ismember)
 */
  __pyx_t_7 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_7, __pyx_n_s_empty); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = PyInt_FromSsize_t(__pyx_v_n_t); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_7);
  __pyx_t_7 = 0;
  __pyx_t_7 = PyDict_New(); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_4 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_4, __pyx_n_s_int64); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  if (PyDict_SetItem(__pyx_t_7, __pyx_n_s_dtype, __pyx_t_6) < 0) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_5, __pyx_t_7); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 328, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 328, __pyx_L1_error)
  __pyx_t_8 = ((PyArrayObject *)__pyx_t_6);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_missing.rcbuffer->pybuffer);
    __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_missing.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_9 < 0)) {
      PyErr_Fetch(&__pyx_t_12, &__pyx_t_11, &__pyx_t_10);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_missing.rcbuffer->pybuffer, (PyObject*)__pyx_v_missing, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_10);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_12, __pyx_t_11, __pyx_t_10);
      }
    }
    __pyx_pybuffernd_missing.diminfo[0].strides = __pyx_pybuffernd_missing.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_missing.diminfo[0].shape = __pyx_pybuffernd_missing.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 328, __pyx_L1_error)
  }
  __pyx_t_8 = 0;
  __pyx_v_missing = ((PyArrayObject *)__pyx_t_6);
  __pyx_t_6 = 0;

  /* "pandas/index.pyx":331
 * 
 *         # form the set of the results (like ismember)
 *         members = np.empty(n, dtype=np.uint8)             # <<<<<<<<<<<<<<
 *         for i in range(n):
 *             val = util.get_value_1d(values, i)
 */
  __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_empty); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_6);
  __pyx_t_6 = 0;
  __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_uint8); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (PyDict_SetItem(__pyx_t_6, __pyx_n_s_dtype, __pyx_t_4) < 0) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_5, __pyx_t_6); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 331, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_v_members = __pyx_t_4;
  __pyx_t_4 = 0;

  /* "pandas/index.pyx":332
 *         # form the set of the results (like ismember)
 *         members = np.empty(n, dtype=np.uint8)
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             val = util.get_value_1d(values, i)
 *             if val in stargets:
 */
  __pyx_t_2 = __pyx_v_n;
  for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_2; __pyx_t_13+=1) {
    __pyx_v_i = __pyx_t_13;

    /* "pandas/index.pyx":333
 *         members = np.empty(n, dtype=np.uint8)
 *         for i in range(n):
 *             val = util.get_value_1d(values, i)             # <<<<<<<<<<<<<<
 *             if val in stargets:
 *                 if val not in d:
 */
    __pyx_t_4 = get_value_1d(__pyx_v_values, __pyx_v_i); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 333, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "pandas/index.pyx":334
 *         for i in range(n):
 *             val = util.get_value_1d(values, i)
 *             if val in stargets:             # <<<<<<<<<<<<<<
 *                 if val not in d:
 *                     d[val] = []
 */
    __pyx_t_3 = (__Pyx_PySequence_ContainsTF(__pyx_v_val, __pyx_v_stargets, Py_EQ)); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 334, __pyx_L1_error)
    __pyx_t_14 = (__pyx_t_3 != 0);
    if (__pyx_t_14) {

      /* "pandas/index.pyx":335
 *             val = util.get_value_1d(values, i)
 *             if val in stargets:
 *                 if val not in d:             # <<<<<<<<<<<<<<
 *                     d[val] = []
 *                 d[val].append(i)
 */
      __pyx_t_14 = (__Pyx_PyDict_ContainsTF(__pyx_v_val, __pyx_v_d, Py_NE)); if (unlikely(__pyx_t_14 < 0)) __PYX_ERR(0, 335, __pyx_L1_error)
      __pyx_t_3 = (__pyx_t_14 != 0);
      if (__pyx_t_3) {

        /* "pandas/index.pyx":336
 *             if val in stargets:
 *                 if val not in d:
 *                     d[val] = []             # <<<<<<<<<<<<<<
 *                 d[val].append(i)
 * 
 */
        __pyx_t_4 = PyList_New(0); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 336, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        if (unlikely(PyDict_SetItem(__pyx_v_d, __pyx_v_val, __pyx_t_4) < 0)) __PYX_ERR(0, 336, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

        /* "pandas/index.pyx":335
 *             val = util.get_value_1d(values, i)
 *             if val in stargets:
 *                 if val not in d:             # <<<<<<<<<<<<<<
 *                     d[val] = []
 *                 d[val].append(i)
 */
      }

      /* "pandas/index.pyx":337
 *                 if val not in d:
 *                     d[val] = []
 *                 d[val].append(i)             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n_t):
 */
      __pyx_t_4 = __Pyx_PyDict_GetItem(__pyx_v_d, __pyx_v_val); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 337, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_i); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 337, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __pyx_t_15 = __Pyx_PyObject_Append(__pyx_t_4, __pyx_t_6); if (unlikely(__pyx_t_15 == -1)) __PYX_ERR(0, 337, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

      /* "pandas/index.pyx":334
 *         for i in range(n):
 *             val = util.get_value_1d(values, i)
 *             if val in stargets:             # <<<<<<<<<<<<<<
 *                 if val not in d:
 *                     d[val] = []
 */
    }
  }

  /* "pandas/index.pyx":339
 *                 d[val].append(i)
 * 
 *         for i in range(n_t):             # <<<<<<<<<<<<<<
 * 
 *             val = util.get_value_1d(targets, i)
 */
  __pyx_t_2 = __pyx_v_n_t;
  for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_2; __pyx_t_13+=1) {
    __pyx_v_i = __pyx_t_13;

    /* "pandas/index.pyx":341
 *         for i in range(n_t):
 * 
 *             val = util.get_value_1d(targets, i)             # <<<<<<<<<<<<<<
 * 
 *             # found
 */
    if (!(likely(((__pyx_v_targets) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_targets, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 341, __pyx_L1_error)
    __pyx_t_6 = get_value_1d(((PyArrayObject *)__pyx_v_targets), __pyx_v_i); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 341, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    __Pyx_XDECREF_SET(__pyx_v_val, __pyx_t_6);
    __pyx_t_6 = 0;

    /* "pandas/index.pyx":344
 * 
 *             # found
 *             if val in d:             # <<<<<<<<<<<<<<
 *                 for j in d[val]:
 * 
 */
    __pyx_t_3 = (__Pyx_PyDict_ContainsTF(__pyx_v_val, __pyx_v_d, Py_EQ)); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 344, __pyx_L1_error)
    __pyx_t_14 = (__pyx_t_3 != 0);
    if (__pyx_t_14) {

      /* "pandas/index.pyx":345
 *             # found
 *             if val in d:
 *                 for j in d[val]:             # <<<<<<<<<<<<<<
 * 
 *                     # realloc if needed
 */
      __pyx_t_6 = __Pyx_PyDict_GetItem(__pyx_v_d, __pyx_v_val); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 345, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      if (likely(PyList_CheckExact(__pyx_t_6)) || PyTuple_CheckExact(__pyx_t_6)) {
        __pyx_t_4 = __pyx_t_6; __Pyx_INCREF(__pyx_t_4); __pyx_t_16 = 0;
        __pyx_t_17 = NULL;
      } else {
        __pyx_t_16 = -1; __pyx_t_4 = PyObject_GetIter(__pyx_t_6); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 345, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        __pyx_t_17 = Py_TYPE(__pyx_t_4)->tp_iternext; if (unlikely(!__pyx_t_17)) __PYX_ERR(0, 345, __pyx_L1_error)
      }
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      for (;;) {
        if (likely(!__pyx_t_17)) {
          if (likely(PyList_CheckExact(__pyx_t_4))) {
            if (__pyx_t_16 >= PyList_GET_SIZE(__pyx_t_4)) break;
            #if CYTHON_COMPILING_IN_CPYTHON
            __pyx_t_6 = PyList_GET_ITEM(__pyx_t_4, __pyx_t_16); __Pyx_INCREF(__pyx_t_6); __pyx_t_16++; if (unlikely(0 < 0)) __PYX_ERR(0, 345, __pyx_L1_error)
            #else
            __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_16); __pyx_t_16++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 345, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_6);
            #endif
          } else {
            if (__pyx_t_16 >= PyTuple_GET_SIZE(__pyx_t_4)) break;
            #if CYTHON_COMPILING_IN_CPYTHON
            __pyx_t_6 = PyTuple_GET_ITEM(__pyx_t_4, __pyx_t_16); __Pyx_INCREF(__pyx_t_6); __pyx_t_16++; if (unlikely(0 < 0)) __PYX_ERR(0, 345, __pyx_L1_error)
            #else
            __pyx_t_6 = PySequence_ITEM(__pyx_t_4, __pyx_t_16); __pyx_t_16++; if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 345, __pyx_L1_error)
            __Pyx_GOTREF(__pyx_t_6);
            #endif
          }
        } else {
          __pyx_t_6 = __pyx_t_17(__pyx_t_4);
          if (unlikely(!__pyx_t_6)) {
            PyObject* exc_type = PyErr_Occurred();
            if (exc_type) {
              if (likely(exc_type == PyExc_StopIteration || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration))) PyErr_Clear();
              else __PYX_ERR(0, 345, __pyx_L1_error)
            }
            break;
          }
          __Pyx_GOTREF(__pyx_t_6);
        }
        __pyx_t_18 = __Pyx_PyIndex_AsSsize_t(__pyx_t_6); if (unlikely((__pyx_t_18 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(0, 345, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_v_j = __pyx_t_18;

        /* "pandas/index.pyx":348
 * 
 *                     # realloc if needed
 *                     if count >= n_alloc:             # <<<<<<<<<<<<<<
 *                         n_alloc += 10000
 *                         result = np.resize(result, n_alloc)
 */
        __pyx_t_14 = ((__pyx_v_count >= __pyx_v_n_alloc) != 0);
        if (__pyx_t_14) {

          /* "pandas/index.pyx":349
 *                     # realloc if needed
 *                     if count >= n_alloc:
 *                         n_alloc += 10000             # <<<<<<<<<<<<<<
 *                         result = np.resize(result, n_alloc)
 * 
 */
          __pyx_v_n_alloc = (__pyx_v_n_alloc + 0x2710);

          /* "pandas/index.pyx":350
 *                     if count >= n_alloc:
 *                         n_alloc += 10000
 *                         result = np.resize(result, n_alloc)             # <<<<<<<<<<<<<<
 * 
 *                     result[count] = j
 */
          __pyx_t_5 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 350, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_5, __pyx_n_s_resize); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 350, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_7);
          __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
          __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_n_alloc); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 350, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_5);
          __pyx_t_1 = NULL;
          __pyx_t_18 = 0;
          if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
            __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
            if (likely(__pyx_t_1)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
              __Pyx_INCREF(__pyx_t_1);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_7, function);
              __pyx_t_18 = 1;
            }
          }
          __pyx_t_19 = PyTuple_New(2+__pyx_t_18); if (unlikely(!__pyx_t_19)) __PYX_ERR(0, 350, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_19);
          if (__pyx_t_1) {
            __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_19, 0, __pyx_t_1); __pyx_t_1 = NULL;
          }
          __Pyx_INCREF(((PyObject *)__pyx_v_result));
          __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
          PyTuple_SET_ITEM(__pyx_t_19, 0+__pyx_t_18, ((PyObject *)__pyx_v_result));
          __Pyx_GIVEREF(__pyx_t_5);
          PyTuple_SET_ITEM(__pyx_t_19, 1+__pyx_t_18, __pyx_t_5);
          __pyx_t_5 = 0;
          __pyx_t_6 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_19, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 350, __pyx_L1_error)
          __Pyx_GOTREF(__pyx_t_6);
          __Pyx_DECREF(__pyx_t_19); __pyx_t_19 = 0;
          __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
          if (!(likely(((__pyx_t_6) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_6, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 350, __pyx_L1_error)
          __pyx_t_8 = ((PyArrayObject *)__pyx_t_6);
          {
            __Pyx_BufFmt_StackElem __pyx_stack[1];
            __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
            __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
            if (unlikely(__pyx_t_9 < 0)) {
              PyErr_Fetch(&__pyx_t_10, &__pyx_t_11, &__pyx_t_12);
              if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
                Py_XDECREF(__pyx_t_10); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_12);
                __Pyx_RaiseBufferFallbackError();
              } else {
                PyErr_Restore(__pyx_t_10, __pyx_t_11, __pyx_t_12);
              }
            }
            __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
            if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 350, __pyx_L1_error)
          }
          __pyx_t_8 = 0;
          __Pyx_DECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_6));
          __pyx_t_6 = 0;

          /* "pandas/index.pyx":348
 * 
 *                     # realloc if needed
 *                     if count >= n_alloc:             # <<<<<<<<<<<<<<
 *                         n_alloc += 10000
 *                         result = np.resize(result, n_alloc)
 */
        }

        /* "pandas/index.pyx":352
 *                         result = np.resize(result, n_alloc)
 * 
 *                     result[count] = j             # <<<<<<<<<<<<<<
 *                     count += 1
 * 
 */
        __pyx_t_20 = __pyx_v_count;
        __pyx_t_9 = -1;
        if (__pyx_t_20 < 0) {
          __pyx_t_20 += __pyx_pybuffernd_result.diminfo[0].shape;
          if (unlikely(__pyx_t_20 < 0)) __pyx_t_9 = 0;
        } else if (unlikely(__pyx_t_20 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
        if (unlikely(__pyx_t_9 != -1)) {
          __Pyx_RaiseBufferIndexError(__pyx_t_9);
          __PYX_ERR(0, 352, __pyx_L1_error)
        }
        *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_20, __pyx_pybuffernd_result.diminfo[0].strides) = __pyx_v_j;

        /* "pandas/index.pyx":353
 * 
 *                     result[count] = j
 *                     count += 1             # <<<<<<<<<<<<<<
 * 
 *             # value not found
 */
        __pyx_v_count = (__pyx_v_count + 1);

        /* "pandas/index.pyx":345
 *             # found
 *             if val in d:
 *                 for j in d[val]:             # <<<<<<<<<<<<<<
 * 
 *                     # realloc if needed
 */
      }
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;

      /* "pandas/index.pyx":344
 * 
 *             # found
 *             if val in d:             # <<<<<<<<<<<<<<
 *                 for j in d[val]:
 * 
 */
      goto __pyx_L10;
    }

    /* "pandas/index.pyx":358
 *             else:
 * 
 *                 if count >= n_alloc:             # <<<<<<<<<<<<<<
 *                     n_alloc += 10000
 *                     result = np.resize(result, n_alloc)
 */
    /*else*/ {
      __pyx_t_14 = ((__pyx_v_count >= __pyx_v_n_alloc) != 0);
      if (__pyx_t_14) {

        /* "pandas/index.pyx":359
 * 
 *                 if count >= n_alloc:
 *                     n_alloc += 10000             # <<<<<<<<<<<<<<
 *                     result = np.resize(result, n_alloc)
 *                 result[count] = -1
 */
        __pyx_v_n_alloc = (__pyx_v_n_alloc + 0x2710);

        /* "pandas/index.pyx":360
 *                 if count >= n_alloc:
 *                     n_alloc += 10000
 *                     result = np.resize(result, n_alloc)             # <<<<<<<<<<<<<<
 *                 result[count] = -1
 *                 count += 1
 */
        __pyx_t_6 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 360, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_6, __pyx_n_s_resize); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 360, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __pyx_t_6 = PyInt_FromSsize_t(__pyx_v_n_alloc); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 360, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __pyx_t_19 = NULL;
        __pyx_t_16 = 0;
        if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
          __pyx_t_19 = PyMethod_GET_SELF(__pyx_t_7);
          if (likely(__pyx_t_19)) {
            PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
            __Pyx_INCREF(__pyx_t_19);
            __Pyx_INCREF(function);
            __Pyx_DECREF_SET(__pyx_t_7, function);
            __pyx_t_16 = 1;
          }
        }
        __pyx_t_5 = PyTuple_New(2+__pyx_t_16); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 360, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        if (__pyx_t_19) {
          __Pyx_GIVEREF(__pyx_t_19); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_19); __pyx_t_19 = NULL;
        }
        __Pyx_INCREF(((PyObject *)__pyx_v_result));
        __Pyx_GIVEREF(((PyObject *)__pyx_v_result));
        PyTuple_SET_ITEM(__pyx_t_5, 0+__pyx_t_16, ((PyObject *)__pyx_v_result));
        __Pyx_GIVEREF(__pyx_t_6);
        PyTuple_SET_ITEM(__pyx_t_5, 1+__pyx_t_16, __pyx_t_6);
        __pyx_t_6 = 0;
        __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 360, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        if (!(likely(((__pyx_t_4) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_4, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 360, __pyx_L1_error)
        __pyx_t_8 = ((PyArrayObject *)__pyx_t_4);
        {
          __Pyx_BufFmt_StackElem __pyx_stack[1];
          __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
          __pyx_t_9 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_t_8, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
          if (unlikely(__pyx_t_9 < 0)) {
            PyErr_Fetch(&__pyx_t_12, &__pyx_t_11, &__pyx_t_10);
            if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_result.rcbuffer->pybuffer, (PyObject*)__pyx_v_result, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
              Py_XDECREF(__pyx_t_12); Py_XDECREF(__pyx_t_11); Py_XDECREF(__pyx_t_10);
              __Pyx_RaiseBufferFallbackError();
            } else {
              PyErr_Restore(__pyx_t_12, __pyx_t_11, __pyx_t_10);
            }
          }
          __pyx_pybuffernd_result.diminfo[0].strides = __pyx_pybuffernd_result.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_result.diminfo[0].shape = __pyx_pybuffernd_result.rcbuffer->pybuffer.shape[0];
          if (unlikely(__pyx_t_9 < 0)) __PYX_ERR(0, 360, __pyx_L1_error)
        }
        __pyx_t_8 = 0;
        __Pyx_DECREF_SET(__pyx_v_result, ((PyArrayObject *)__pyx_t_4));
        __pyx_t_4 = 0;

        /* "pandas/index.pyx":358
 *             else:
 * 
 *                 if count >= n_alloc:             # <<<<<<<<<<<<<<
 *                     n_alloc += 10000
 *                     result = np.resize(result, n_alloc)
 */
      }

      /* "pandas/index.pyx":361
 *                     n_alloc += 10000
 *                     result = np.resize(result, n_alloc)
 *                 result[count] = -1             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 missing[count_missing] = i
 */
      __pyx_t_21 = __pyx_v_count;
      __pyx_t_9 = -1;
      if (__pyx_t_21 < 0) {
        __pyx_t_21 += __pyx_pybuffernd_result.diminfo[0].shape;
        if (unlikely(__pyx_t_21 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_21 >= __pyx_pybuffernd_result.diminfo[0].shape)) __pyx_t_9 = 0;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        __PYX_ERR(0, 361, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_result.rcbuffer->pybuffer.buf, __pyx_t_21, __pyx_pybuffernd_result.diminfo[0].strides) = -1LL;

      /* "pandas/index.pyx":362
 *                     result = np.resize(result, n_alloc)
 *                 result[count] = -1
 *                 count += 1             # <<<<<<<<<<<<<<
 *                 missing[count_missing] = i
 *                 count_missing += 1
 */
      __pyx_v_count = (__pyx_v_count + 1);

      /* "pandas/index.pyx":363
 *                 result[count] = -1
 *                 count += 1
 *                 missing[count_missing] = i             # <<<<<<<<<<<<<<
 *                 count_missing += 1
 * 
 */
      __pyx_t_22 = __pyx_v_count_missing;
      __pyx_t_9 = -1;
      if (__pyx_t_22 < 0) {
        __pyx_t_22 += __pyx_pybuffernd_missing.diminfo[0].shape;
        if (unlikely(__pyx_t_22 < 0)) __pyx_t_9 = 0;
      } else if (unlikely(__pyx_t_22 >= __pyx_pybuffernd_missing.diminfo[0].shape)) __pyx_t_9 = 0;
      if (unlikely(__pyx_t_9 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_9);
        __PYX_ERR(0, 363, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_missing.rcbuffer->pybuffer.buf, __pyx_t_22, __pyx_pybuffernd_missing.diminfo[0].strides) = __pyx_v_i;

      /* "pandas/index.pyx":364
 *                 count += 1
 *                 missing[count_missing] = i
 *                 count_missing += 1             # <<<<<<<<<<<<<<
 * 
 *         return result[0:count], missing[0:count_missing]
 */
      __pyx_v_count_missing = (__pyx_v_count_missing + 1);
    }
    __pyx_L10:;
  }

  /* "pandas/index.pyx":366
 *                 count_missing += 1
 * 
 *         return result[0:count], missing[0:count_missing]             # <<<<<<<<<<<<<<
 * 
 * cdef class Int64Engine(IndexEngine):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_4 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_result), 0, __pyx_v_count, NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 366, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_7 = __Pyx_PyObject_GetSlice(((PyObject *)__pyx_v_missing), 0, __pyx_v_count_missing, NULL, NULL, NULL, 1, 1, 1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 366, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_5 = PyTuple_New(2); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 366, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_GIVEREF(__pyx_t_4);
  PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_5, 1, __pyx_t_7);
  __pyx_t_4 = 0;
  __pyx_t_7 = 0;
  __pyx_r = __pyx_t_5;
  __pyx_t_5 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":302
 *         return self.mapping.lookup(values)
 * 
 *     def get_indexer_non_unique(self, targets):             # <<<<<<<<<<<<<<
 *         """ return an indexer suitable for takng from a non unique index
 *             return the labels in the same order ast the target
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_19);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_missing.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.index.IndexEngine.get_indexer_non_unique", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_missing.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_result.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XDECREF((PyObject *)__pyx_v_result);
  __Pyx_XDECREF((PyObject *)__pyx_v_missing);
  __Pyx_XDECREF(__pyx_v_stargets);
  __Pyx_XDECREF(__pyx_v_d);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XDECREF(__pyx_v_members);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":79
 * 
 *     cdef readonly:
 *         object vgetter             # <<<<<<<<<<<<<<
 *         HashTable mapping
 *         bint over_size_threshold
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7vgetter_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7vgetter_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_7vgetter___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_7vgetter___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->vgetter);
  __pyx_r = __pyx_v_self->vgetter;
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":80
 *     cdef readonly:
 *         object vgetter
 *         HashTable mapping             # <<<<<<<<<<<<<<
 *         bint over_size_threshold
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7mapping_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_7mapping_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_7mapping___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_7mapping___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(((PyObject *)__pyx_v_self->mapping));
  __pyx_r = ((PyObject *)__pyx_v_self->mapping);
  goto __pyx_L0;

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":81
 *         object vgetter
 *         HashTable mapping
 *         bint over_size_threshold             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_19over_size_threshold_1__get__(PyObject *__pyx_v_self); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11IndexEngine_19over_size_threshold_1__get__(PyObject *__pyx_v_self) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__get__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11IndexEngine_19over_size_threshold___get__(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self));

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

static PyObject *__pyx_pf_6pandas_5index_11IndexEngine_19over_size_threshold___get__(struct __pyx_obj_6pandas_5index_IndexEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("__get__", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(__pyx_v_self->over_size_threshold); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 81, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":370
 * cdef class Int64Engine(IndexEngine):
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return algos.ensure_int64(self.vgetter())
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11Int64Engine__get_index_values(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  __Pyx_RefNannySetupContext("_get_index_values", 0);

  /* "pandas/index.pyx":371
 * 
 *     cdef _get_index_values(self):
 *         return algos.ensure_int64(self.vgetter())             # <<<<<<<<<<<<<<
 * 
 *     cdef _make_hash_table(self, n):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 371, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_ensure_int64); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 371, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_INCREF(__pyx_v_self->__pyx_base.vgetter);
  __pyx_t_4 = __pyx_v_self->__pyx_base.vgetter; __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 371, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 371, __pyx_L1_error)
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 371, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 371, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 371, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":370
 * cdef class Int64Engine(IndexEngine):
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return algos.ensure_int64(self.vgetter())
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index.Int64Engine._get_index_values", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":373
 *         return algos.ensure_int64(self.vgetter())
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.Int64HashTable(n)
 * 
 */

static PyObject *__pyx_f_6pandas_5index_11Int64Engine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_n) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_make_hash_table", 0);

  /* "pandas/index.pyx":374
 * 
 *     cdef _make_hash_table(self, n):
 *         return _hash.Int64HashTable(n)             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_hash); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 374, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_Int64HashTable); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 374, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(__pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_n);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 374, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":373
 *         return algos.ensure_int64(self.vgetter())
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.Int64HashTable(n)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Int64Engine._make_hash_table", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":376
 *         return _hash.Int64HashTable(n)
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_int64(values, timelike=False)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_11Int64Engine__call_monotonic(((struct __pyx_obj_6pandas_5index_Int64Engine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_11Int64Engine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_call_monotonic", 0);

  /* "pandas/index.pyx":377
 * 
 *     def _call_monotonic(self, values):
 *         return algos.is_monotonic_int64(values, timelike=False)             # <<<<<<<<<<<<<<
 * 
 *     def get_pad_indexer(self, other, limit=None):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 377, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_is_monotonic_int64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 377, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 377, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_values);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 377, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_timelike, Py_False) < 0) __PYX_ERR(0, 377, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 377, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":376
 *         return _hash.Int64HashTable(n)
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_int64(values, timelike=False)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Int64Engine._call_monotonic", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":379
 *         return algos.is_monotonic_int64(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_pad_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_pad_indexer") < 0)) __PYX_ERR(0, 379, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_pad_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 379, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.Int64Engine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_11Int64Engine_2get_pad_indexer(((struct __pyx_obj_6pandas_5index_Int64Engine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_11Int64Engine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_pad_indexer", 0);

  /* "pandas/index.pyx":380
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 380, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_pad_int64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 380, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_Int64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 380, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 380, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":381
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                limit=limit)             # <<<<<<<<<<<<<<
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 381, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 381, __pyx_L1_error)

  /* "pandas/index.pyx":380
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 380, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":379
 *         return algos.is_monotonic_int64(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Int64Engine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":383
 *                                limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                     limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_11Int64Engine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_backfill_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_backfill_indexer") < 0)) __PYX_ERR(0, 383, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_backfill_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 383, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.Int64Engine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_11Int64Engine_4get_backfill_indexer(((struct __pyx_obj_6pandas_5index_Int64Engine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_11Int64Engine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_backfill_indexer", 0);

  /* "pandas/index.pyx":384
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                     limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 384, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_backfill_int64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 384, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_Int64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 384, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 384, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":385
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                     limit=limit)             # <<<<<<<<<<<<<<
 * 
 *     cdef _check_type(self, object val):
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 385, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 385, __pyx_L1_error)

  /* "pandas/index.pyx":384
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                     limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 384, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":383
 *                                limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                     limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Int64Engine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":387
 *                                     limit=limit)
 * 
 *     cdef _check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 *         if util.is_bool_object(val):
 */

static PyObject *__pyx_f_6pandas_5index_11Int64Engine__check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_hash_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_check_type", 0);

  /* "pandas/index.pyx":388
 * 
 *     cdef _check_type(self, object val):
 *         hash(val)             # <<<<<<<<<<<<<<
 *         if util.is_bool_object(val):
 *             raise KeyError(val)
 */
  __pyx_t_1 = PyObject_Hash(__pyx_v_val); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 388, __pyx_L1_error)

  /* "pandas/index.pyx":389
 *     cdef _check_type(self, object val):
 *         hash(val)
 *         if util.is_bool_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         elif util.is_float_object(val):
 */
  __pyx_t_2 = (is_bool_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/index.pyx":390
 *         hash(val)
 *         if util.is_bool_object(val):
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 *         elif util.is_float_object(val):
 *             raise KeyError(val)
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 390, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 390, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(0, 390, __pyx_L1_error)

    /* "pandas/index.pyx":389
 *     cdef _check_type(self, object val):
 *         hash(val)
 *         if util.is_bool_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         elif util.is_float_object(val):
 */
  }

  /* "pandas/index.pyx":391
 *         if util.is_bool_object(val):
 *             raise KeyError(val)
 *         elif util.is_float_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  __pyx_t_2 = (is_float_object(__pyx_v_val) != 0);
  if (__pyx_t_2) {

    /* "pandas/index.pyx":392
 *             raise KeyError(val)
 *         elif util.is_float_object(val):
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):
 */
    __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 392, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_v_val);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 392, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(0, 392, __pyx_L1_error)

    /* "pandas/index.pyx":391
 *         if util.is_bool_object(val):
 *             raise KeyError(val)
 *         elif util.is_float_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  }

  /* "pandas/index.pyx":387
 *                                     limit=limit)
 * 
 *     cdef _check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 *         if util.is_bool_object(val):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Int64Engine._check_type", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":394
 *             raise KeyError(val)
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t, cast=True] indexer
 */

static PyObject *__pyx_f_6pandas_5index_11Int64Engine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_Int64Engine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyArrayObject *__pyx_v_indexer = 0;
  PyArrayObject *__pyx_v_values = 0;
  int __pyx_v_count;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  CYTHON_UNUSED __pyx_t_5numpy_int64_t __pyx_v_ival;
  int __pyx_v_last_true;
  PyObject *__pyx_v_result = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_indexer;
  __Pyx_Buffer __pyx_pybuffer_indexer;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __pyx_t_5numpy_int64_t __pyx_t_4;
  PyArrayObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  Py_ssize_t __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  PyArrayObject *__pyx_t_14 = NULL;
  Py_ssize_t __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  Py_ssize_t __pyx_t_18;
  __Pyx_RefNannySetupContext("_maybe_get_bool_indexer", 0);
  __pyx_pybuffer_indexer.pybuffer.buf = NULL;
  __pyx_pybuffer_indexer.refcount = 0;
  __pyx_pybuffernd_indexer.data = NULL;
  __pyx_pybuffernd_indexer.rcbuffer = &__pyx_pybuffer_indexer;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;

  /* "pandas/index.pyx":398
 *             ndarray[uint8_t, cast=True] indexer
 *             ndarray[int64_t] values
 *             int count = 0             # <<<<<<<<<<<<<<
 *             Py_ssize_t i, n
 *             int64_t ival
 */
  __pyx_v_count = 0;

  /* "pandas/index.pyx":403
 *             int last_true
 * 
 *         if not util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  __pyx_t_1 = ((!(is_integer_object(__pyx_v_val) != 0)) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":404
 * 
 *         if not util.is_integer_object(val):
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *         ival = val
 */
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 404, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 404, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(0, 404, __pyx_L1_error)

    /* "pandas/index.pyx":403
 *             int last_true
 * 
 *         if not util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  }

  /* "pandas/index.pyx":406
 *             raise KeyError(val)
 * 
 *         ival = val             # <<<<<<<<<<<<<<
 * 
 *         values = self._get_index_values()
 */
  __pyx_t_4 = __Pyx_PyInt_As_npy_int64(__pyx_v_val); if (unlikely((__pyx_t_4 == (npy_int64)-1) && PyErr_Occurred())) __PYX_ERR(0, 406, __pyx_L1_error)
  __pyx_v_ival = __pyx_t_4;

  /* "pandas/index.pyx":408
 *         ival = val
 * 
 *         values = self._get_index_values()             # <<<<<<<<<<<<<<
 *         n = len(values)
 * 
 */
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_Int64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 408, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 408, __pyx_L1_error)
  __pyx_t_5 = ((PyArrayObject *)__pyx_t_3);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
    __pyx_t_6 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_t_5, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_6 < 0)) {
      PyErr_Fetch(&__pyx_t_7, &__pyx_t_8, &__pyx_t_9);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_7); Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_9);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_7, __pyx_t_8, __pyx_t_9);
      }
    }
    __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 408, __pyx_L1_error)
  }
  __pyx_t_5 = 0;
  __pyx_v_values = ((PyArrayObject *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":409
 * 
 *         values = self._get_index_values()
 *         n = len(values)             # <<<<<<<<<<<<<<
 * 
 *         result = np.empty(n, dtype=bool)
 */
  __pyx_t_10 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_10 == -1)) __PYX_ERR(0, 409, __pyx_L1_error)
  __pyx_v_n = __pyx_t_10;

  /* "pandas/index.pyx":411
 *         n = len(values)
 * 
 *         result = np.empty(n, dtype=bool)             # <<<<<<<<<<<<<<
 *         indexer = result.view(np.uint8)
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_empty); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_11 = PyTuple_New(1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_3);
  __pyx_t_3 = 0;
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_dtype, ((PyObject*)&PyBool_Type)) < 0) __PYX_ERR(0, 411, __pyx_L1_error)
  __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_11, __pyx_t_3); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 411, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_12);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_v_result = __pyx_t_12;
  __pyx_t_12 = 0;

  /* "pandas/index.pyx":412
 * 
 *         result = np.empty(n, dtype=bool)
 *         indexer = result.view(np.uint8)             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_result, __pyx_n_s_view); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_11 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_11);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_11, __pyx_n_s_uint8); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 412, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  __pyx_t_11 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_11 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_11)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_11);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_11) {
    __pyx_t_12 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_12);
  } else {
    __pyx_t_13 = PyTuple_New(1+1); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_13);
    __Pyx_GIVEREF(__pyx_t_11); PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_11); __pyx_t_11 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_13, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_12 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_13, NULL); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 412, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (!(likely(((__pyx_t_12) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_12, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 412, __pyx_L1_error)
  __pyx_t_14 = ((PyArrayObject *)__pyx_t_12);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __pyx_t_6 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_t_14, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack);
    if (unlikely(__pyx_t_6 < 0)) {
      PyErr_Fetch(&__pyx_t_9, &__pyx_t_8, &__pyx_t_7);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_v_indexer, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 1, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_9); Py_XDECREF(__pyx_t_8); Py_XDECREF(__pyx_t_7);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_9, __pyx_t_8, __pyx_t_7);
      }
    }
    __pyx_pybuffernd_indexer.diminfo[0].strides = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_indexer.diminfo[0].shape = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 412, __pyx_L1_error)
  }
  __pyx_t_14 = 0;
  __pyx_v_indexer = ((PyArrayObject *)__pyx_t_12);
  __pyx_t_12 = 0;

  /* "pandas/index.pyx":414
 *         indexer = result.view(np.uint8)
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if values[i] == val:
 *                 count += 1
 */
  __pyx_t_10 = __pyx_v_n;
  for (__pyx_t_15 = 0; __pyx_t_15 < __pyx_t_10; __pyx_t_15+=1) {
    __pyx_v_i = __pyx_t_15;

    /* "pandas/index.pyx":415
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
    __pyx_t_16 = __pyx_v_i;
    __pyx_t_6 = -1;
    if (__pyx_t_16 < 0) {
      __pyx_t_16 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_16 < 0)) __pyx_t_6 = 0;
    } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_6 = 0;
    if (unlikely(__pyx_t_6 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_6);
      __PYX_ERR(0, 415, __pyx_L1_error)
    }
    __pyx_t_12 = __Pyx_PyInt_From_npy_int64((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_int64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_values.diminfo[0].strides))); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 415, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __pyx_t_3 = PyObject_RichCompare(__pyx_t_12, __pyx_v_val, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 415, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 415, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (__pyx_t_1) {

      /* "pandas/index.pyx":416
 *         for i in range(n):
 *             if values[i] == val:
 *                 count += 1             # <<<<<<<<<<<<<<
 *                 indexer[i] = 1
 *                 last_true = i
 */
      __pyx_v_count = (__pyx_v_count + 1);

      /* "pandas/index.pyx":417
 *             if values[i] == val:
 *                 count += 1
 *                 indexer[i] = 1             # <<<<<<<<<<<<<<
 *                 last_true = i
 *             else:
 */
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_6 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        __PYX_ERR(0, 417, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_indexer.diminfo[0].strides) = 1;

      /* "pandas/index.pyx":418
 *                 count += 1
 *                 indexer[i] = 1
 *                 last_true = i             # <<<<<<<<<<<<<<
 *             else:
 *                 indexer[i] = 0
 */
      __pyx_v_last_true = __pyx_v_i;

      /* "pandas/index.pyx":415
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
      goto __pyx_L6;
    }

    /* "pandas/index.pyx":420
 *                 last_true = i
 *             else:
 *                 indexer[i] = 0             # <<<<<<<<<<<<<<
 * 
 *         if count == 0:
 */
    /*else*/ {
      __pyx_t_18 = __pyx_v_i;
      __pyx_t_6 = -1;
      if (__pyx_t_18 < 0) {
        __pyx_t_18 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_18 < 0)) __pyx_t_6 = 0;
      } else if (unlikely(__pyx_t_18 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_6 = 0;
      if (unlikely(__pyx_t_6 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_6);
        __PYX_ERR(0, 420, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_18, __pyx_pybuffernd_indexer.diminfo[0].strides) = 0;
    }
    __pyx_L6:;
  }

  /* "pandas/index.pyx":422
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  __pyx_t_1 = ((__pyx_v_count == 0) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":423
 * 
 *         if count == 0:
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 *         if count == 1:
 *             return last_true
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 423, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
    __pyx_t_12 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 423, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_t_12, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
    __PYX_ERR(0, 423, __pyx_L1_error)

    /* "pandas/index.pyx":422
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  }

  /* "pandas/index.pyx":424
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  __pyx_t_1 = ((__pyx_v_count == 1) != 0);
  if (__pyx_t_1) {

    /* "pandas/index.pyx":425
 *             raise KeyError(val)
 *         if count == 1:
 *             return last_true             # <<<<<<<<<<<<<<
 * 
 *         return result
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_12 = __Pyx_PyInt_From_int(__pyx_v_last_true); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 425, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_12);
    __pyx_r = __pyx_t_12;
    __pyx_t_12 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":424
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  }

  /* "pandas/index.pyx":427
 *             return last_true
 * 
 *         return result             # <<<<<<<<<<<<<<
 * 
 * cdef class Float64Engine(IndexEngine):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/index.pyx":394
 *             raise KeyError(val)
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t, cast=True] indexer
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_13);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.index.Int64Engine._maybe_get_bool_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_indexer);
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":431
 * cdef class Float64Engine(IndexEngine):
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.Float64HashTable(n)
 * 
 */

static PyObject *__pyx_f_6pandas_5index_13Float64Engine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_n) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_make_hash_table", 0);

  /* "pandas/index.pyx":432
 * 
 *     cdef _make_hash_table(self, n):
 *         return _hash.Float64HashTable(n)             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_index_values(self):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_hash); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 432, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_Float64HashTable); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 432, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 432, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 432, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(__pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_n);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 432, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":431
 * cdef class Float64Engine(IndexEngine):
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.Float64HashTable(n)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Float64Engine._make_hash_table", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":434
 *         return _hash.Float64HashTable(n)
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return algos.ensure_float64(self.vgetter())
 * 
 */

static PyObject *__pyx_f_6pandas_5index_13Float64Engine__get_index_values(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  __Pyx_RefNannySetupContext("_get_index_values", 0);

  /* "pandas/index.pyx":435
 * 
 *     cdef _get_index_values(self):
 *         return algos.ensure_float64(self.vgetter())             # <<<<<<<<<<<<<<
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 435, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_ensure_float64); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 435, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_INCREF(__pyx_v_self->__pyx_base.vgetter);
  __pyx_t_4 = __pyx_v_self->__pyx_base.vgetter; __pyx_t_5 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_4))) {
    __pyx_t_5 = PyMethod_GET_SELF(__pyx_t_4);
    if (likely(__pyx_t_5)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_4);
      __Pyx_INCREF(__pyx_t_5);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_4, function);
    }
  }
  if (__pyx_t_5) {
    __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 435, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  } else {
    __pyx_t_2 = __Pyx_PyObject_CallNoArg(__pyx_t_4); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 435, __pyx_L1_error)
  }
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_4)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_4) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 435, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 435, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 435, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":434
 *         return _hash.Float64HashTable(n)
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return algos.ensure_float64(self.vgetter())
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index.Float64Engine._get_index_values", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":437
 *         return algos.ensure_float64(self.vgetter())
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t] indexer
 */

static PyObject *__pyx_f_6pandas_5index_13Float64Engine__maybe_get_bool_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyArrayObject *__pyx_v_indexer = 0;
  PyArrayObject *__pyx_v_values = 0;
  int __pyx_v_count;
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_n;
  int __pyx_v_last_true;
  PyObject *__pyx_v_result = NULL;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_indexer;
  __Pyx_Buffer __pyx_pybuffer_indexer;
  __Pyx_LocalBuf_ND __pyx_pybuffernd_values;
  __Pyx_Buffer __pyx_pybuffer_values;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyArrayObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  Py_ssize_t __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  PyObject *__pyx_t_11 = NULL;
  PyArrayObject *__pyx_t_12 = NULL;
  Py_ssize_t __pyx_t_13;
  Py_ssize_t __pyx_t_14;
  int __pyx_t_15;
  Py_ssize_t __pyx_t_16;
  Py_ssize_t __pyx_t_17;
  __Pyx_RefNannySetupContext("_maybe_get_bool_indexer", 0);
  __pyx_pybuffer_indexer.pybuffer.buf = NULL;
  __pyx_pybuffer_indexer.refcount = 0;
  __pyx_pybuffernd_indexer.data = NULL;
  __pyx_pybuffernd_indexer.rcbuffer = &__pyx_pybuffer_indexer;
  __pyx_pybuffer_values.pybuffer.buf = NULL;
  __pyx_pybuffer_values.refcount = 0;
  __pyx_pybuffernd_values.data = NULL;
  __pyx_pybuffernd_values.rcbuffer = &__pyx_pybuffer_values;

  /* "pandas/index.pyx":441
 *             ndarray[uint8_t] indexer
 *             ndarray[float64_t] values
 *             int count = 0             # <<<<<<<<<<<<<<
 *             Py_ssize_t i, n
 *             int last_true
 */
  __pyx_v_count = 0;

  /* "pandas/index.pyx":445
 *             int last_true
 * 
 *         values = self._get_index_values()             # <<<<<<<<<<<<<<
 *         n = len(values)
 * 
 */
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_Float64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 445, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (!(likely(((__pyx_t_1) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_1, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 445, __pyx_L1_error)
  __pyx_t_2 = ((PyArrayObject *)__pyx_t_1);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
    __pyx_t_3 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_t_2, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_3 < 0)) {
      PyErr_Fetch(&__pyx_t_4, &__pyx_t_5, &__pyx_t_6);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_values.rcbuffer->pybuffer, (PyObject*)__pyx_v_values, &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, PyBUF_FORMAT| PyBUF_STRIDES, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_4); Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_6);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_4, __pyx_t_5, __pyx_t_6);
      }
    }
    __pyx_pybuffernd_values.diminfo[0].strides = __pyx_pybuffernd_values.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_values.diminfo[0].shape = __pyx_pybuffernd_values.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 445, __pyx_L1_error)
  }
  __pyx_t_2 = 0;
  __pyx_v_values = ((PyArrayObject *)__pyx_t_1);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":446
 * 
 *         values = self._get_index_values()
 *         n = len(values)             # <<<<<<<<<<<<<<
 * 
 *         result = np.empty(n, dtype=bool)
 */
  __pyx_t_7 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_7 == -1)) __PYX_ERR(0, 446, __pyx_L1_error)
  __pyx_v_n = __pyx_t_7;

  /* "pandas/index.pyx":448
 *         n = len(values)
 * 
 *         result = np.empty(n, dtype=bool)             # <<<<<<<<<<<<<<
 *         indexer = result.view(np.uint8)
 * 
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_empty); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyInt_FromSsize_t(__pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = PyTuple_New(1); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_9, 0, __pyx_t_1);
  __pyx_t_1 = 0;
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_dtype, ((PyObject*)&PyBool_Type)) < 0) __PYX_ERR(0, 448, __pyx_L1_error)
  __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_8, __pyx_t_9, __pyx_t_1); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 448, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_10);
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_result = __pyx_t_10;
  __pyx_t_10 = 0;

  /* "pandas/index.pyx":449
 * 
 *         result = np.empty(n, dtype=bool)
 *         indexer = result.view(np.uint8)             # <<<<<<<<<<<<<<
 * 
 *         for i in range(n):
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_result, __pyx_n_s_view); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 449, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_9 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 449, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_9);
  __pyx_t_8 = __Pyx_PyObject_GetAttrStr(__pyx_t_9, __pyx_n_s_uint8); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 449, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
  __pyx_t_9 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_1))) {
    __pyx_t_9 = PyMethod_GET_SELF(__pyx_t_1);
    if (likely(__pyx_t_9)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
      __Pyx_INCREF(__pyx_t_9);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_1, function);
    }
  }
  if (!__pyx_t_9) {
    __pyx_t_10 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_t_8); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 449, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
    __Pyx_GOTREF(__pyx_t_10);
  } else {
    __pyx_t_11 = PyTuple_New(1+1); if (unlikely(!__pyx_t_11)) __PYX_ERR(0, 449, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_11);
    __Pyx_GIVEREF(__pyx_t_9); PyTuple_SET_ITEM(__pyx_t_11, 0, __pyx_t_9); __pyx_t_9 = NULL;
    __Pyx_GIVEREF(__pyx_t_8);
    PyTuple_SET_ITEM(__pyx_t_11, 0+1, __pyx_t_8);
    __pyx_t_8 = 0;
    __pyx_t_10 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_11, NULL); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 449, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (!(likely(((__pyx_t_10) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_10, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 449, __pyx_L1_error)
  __pyx_t_12 = ((PyArrayObject *)__pyx_t_10);
  {
    __Pyx_BufFmt_StackElem __pyx_stack[1];
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __pyx_t_3 = __Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_t_12, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack);
    if (unlikely(__pyx_t_3 < 0)) {
      PyErr_Fetch(&__pyx_t_6, &__pyx_t_5, &__pyx_t_4);
      if (unlikely(__Pyx_GetBufferAndValidate(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer, (PyObject*)__pyx_v_indexer, &__Pyx_TypeInfo_nn___pyx_t_5numpy_uint8_t, PyBUF_FORMAT| PyBUF_STRIDES| PyBUF_WRITABLE, 1, 0, __pyx_stack) == -1)) {
        Py_XDECREF(__pyx_t_6); Py_XDECREF(__pyx_t_5); Py_XDECREF(__pyx_t_4);
        __Pyx_RaiseBufferFallbackError();
      } else {
        PyErr_Restore(__pyx_t_6, __pyx_t_5, __pyx_t_4);
      }
    }
    __pyx_pybuffernd_indexer.diminfo[0].strides = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.strides[0]; __pyx_pybuffernd_indexer.diminfo[0].shape = __pyx_pybuffernd_indexer.rcbuffer->pybuffer.shape[0];
    if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 449, __pyx_L1_error)
  }
  __pyx_t_12 = 0;
  __pyx_v_indexer = ((PyArrayObject *)__pyx_t_10);
  __pyx_t_10 = 0;

  /* "pandas/index.pyx":451
 *         indexer = result.view(np.uint8)
 * 
 *         for i in range(n):             # <<<<<<<<<<<<<<
 *             if values[i] == val:
 *                 count += 1
 */
  __pyx_t_7 = __pyx_v_n;
  for (__pyx_t_13 = 0; __pyx_t_13 < __pyx_t_7; __pyx_t_13+=1) {
    __pyx_v_i = __pyx_t_13;

    /* "pandas/index.pyx":452
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
    __pyx_t_14 = __pyx_v_i;
    __pyx_t_3 = -1;
    if (__pyx_t_14 < 0) {
      __pyx_t_14 += __pyx_pybuffernd_values.diminfo[0].shape;
      if (unlikely(__pyx_t_14 < 0)) __pyx_t_3 = 0;
    } else if (unlikely(__pyx_t_14 >= __pyx_pybuffernd_values.diminfo[0].shape)) __pyx_t_3 = 0;
    if (unlikely(__pyx_t_3 != -1)) {
      __Pyx_RaiseBufferIndexError(__pyx_t_3);
      __PYX_ERR(0, 452, __pyx_L1_error)
    }
    __pyx_t_10 = PyFloat_FromDouble((*__Pyx_BufPtrStrided1d(__pyx_t_5numpy_float64_t *, __pyx_pybuffernd_values.rcbuffer->pybuffer.buf, __pyx_t_14, __pyx_pybuffernd_values.diminfo[0].strides))); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 452, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __pyx_t_1 = PyObject_RichCompare(__pyx_t_10, __pyx_v_val, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 452, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __pyx_t_15 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_15 < 0)) __PYX_ERR(0, 452, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    if (__pyx_t_15) {

      /* "pandas/index.pyx":453
 *         for i in range(n):
 *             if values[i] == val:
 *                 count += 1             # <<<<<<<<<<<<<<
 *                 indexer[i] = 1
 *                 last_true = i
 */
      __pyx_v_count = (__pyx_v_count + 1);

      /* "pandas/index.pyx":454
 *             if values[i] == val:
 *                 count += 1
 *                 indexer[i] = 1             # <<<<<<<<<<<<<<
 *                 last_true = i
 *             else:
 */
      __pyx_t_16 = __pyx_v_i;
      __pyx_t_3 = -1;
      if (__pyx_t_16 < 0) {
        __pyx_t_16 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_16 < 0)) __pyx_t_3 = 0;
      } else if (unlikely(__pyx_t_16 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_3 = 0;
      if (unlikely(__pyx_t_3 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_3);
        __PYX_ERR(0, 454, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_16, __pyx_pybuffernd_indexer.diminfo[0].strides) = 1;

      /* "pandas/index.pyx":455
 *                 count += 1
 *                 indexer[i] = 1
 *                 last_true = i             # <<<<<<<<<<<<<<
 *             else:
 *                 indexer[i] = 0
 */
      __pyx_v_last_true = __pyx_v_i;

      /* "pandas/index.pyx":452
 * 
 *         for i in range(n):
 *             if values[i] == val:             # <<<<<<<<<<<<<<
 *                 count += 1
 *                 indexer[i] = 1
 */
      goto __pyx_L5;
    }

    /* "pandas/index.pyx":457
 *                 last_true = i
 *             else:
 *                 indexer[i] = 0             # <<<<<<<<<<<<<<
 * 
 *         if count == 0:
 */
    /*else*/ {
      __pyx_t_17 = __pyx_v_i;
      __pyx_t_3 = -1;
      if (__pyx_t_17 < 0) {
        __pyx_t_17 += __pyx_pybuffernd_indexer.diminfo[0].shape;
        if (unlikely(__pyx_t_17 < 0)) __pyx_t_3 = 0;
      } else if (unlikely(__pyx_t_17 >= __pyx_pybuffernd_indexer.diminfo[0].shape)) __pyx_t_3 = 0;
      if (unlikely(__pyx_t_3 != -1)) {
        __Pyx_RaiseBufferIndexError(__pyx_t_3);
        __PYX_ERR(0, 457, __pyx_L1_error)
      }
      *__Pyx_BufPtrStrided1d(__pyx_t_5numpy_uint8_t *, __pyx_pybuffernd_indexer.rcbuffer->pybuffer.buf, __pyx_t_17, __pyx_pybuffernd_indexer.diminfo[0].strides) = 0;
    }
    __pyx_L5:;
  }

  /* "pandas/index.pyx":459
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  __pyx_t_15 = ((__pyx_v_count == 0) != 0);
  if (__pyx_t_15) {

    /* "pandas/index.pyx":460
 * 
 *         if count == 0:
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 *         if count == 1:
 *             return last_true
 */
    __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 460, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_val);
    __pyx_t_10 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 460, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_Raise(__pyx_t_10, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
    __PYX_ERR(0, 460, __pyx_L1_error)

    /* "pandas/index.pyx":459
 *                 indexer[i] = 0
 * 
 *         if count == 0:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         if count == 1:
 */
  }

  /* "pandas/index.pyx":461
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  __pyx_t_15 = ((__pyx_v_count == 1) != 0);
  if (__pyx_t_15) {

    /* "pandas/index.pyx":462
 *             raise KeyError(val)
 *         if count == 1:
 *             return last_true             # <<<<<<<<<<<<<<
 * 
 *         return result
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_10 = __Pyx_PyInt_From_int(__pyx_v_last_true); if (unlikely(!__pyx_t_10)) __PYX_ERR(0, 462, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_10);
    __pyx_r = __pyx_t_10;
    __pyx_t_10 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":461
 *         if count == 0:
 *             raise KeyError(val)
 *         if count == 1:             # <<<<<<<<<<<<<<
 *             return last_true
 * 
 */
  }

  /* "pandas/index.pyx":464
 *             return last_true
 * 
 *         return result             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_result);
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "pandas/index.pyx":437
 *         return algos.ensure_float64(self.vgetter())
 * 
 *     cdef _maybe_get_bool_indexer(self, object val):             # <<<<<<<<<<<<<<
 *         cdef:
 *             ndarray[uint8_t] indexer
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_8);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_XDECREF(__pyx_t_11);
  { PyObject *__pyx_type, *__pyx_value, *__pyx_tb;
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ErrFetch(&__pyx_type, &__pyx_value, &__pyx_tb);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
    __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __Pyx_ErrRestore(__pyx_type, __pyx_value, __pyx_tb);}
  __Pyx_AddTraceback("pandas.index.Float64Engine._maybe_get_bool_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  goto __pyx_L2;
  __pyx_L0:;
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_indexer.rcbuffer->pybuffer);
  __Pyx_SafeReleaseBuffer(&__pyx_pybuffernd_values.rcbuffer->pybuffer);
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_indexer);
  __Pyx_XDECREF((PyObject *)__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_result);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":466
 *         return result
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_float64(values, timelike=False)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_13Float64Engine__call_monotonic(((struct __pyx_obj_6pandas_5index_Float64Engine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_13Float64Engine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_call_monotonic", 0);

  /* "pandas/index.pyx":467
 * 
 *     def _call_monotonic(self, values):
 *         return algos.is_monotonic_float64(values, timelike=False)             # <<<<<<<<<<<<<<
 * 
 *     def get_pad_indexer(self, other, limit=None):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 467, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_is_monotonic_float64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 467, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 467, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_values);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 467, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_timelike, Py_False) < 0) __PYX_ERR(0, 467, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 467, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":466
 *         return result
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_float64(values, timelike=False)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Float64Engine._call_monotonic", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":469
 *         return algos.is_monotonic_float64(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_float64(self._get_index_values(), other,
 *                                     limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_pad_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_pad_indexer") < 0)) __PYX_ERR(0, 469, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_pad_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 469, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.Float64Engine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_13Float64Engine_2get_pad_indexer(((struct __pyx_obj_6pandas_5index_Float64Engine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_13Float64Engine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_pad_indexer", 0);

  /* "pandas/index.pyx":470
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_float64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                     limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 470, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_pad_float64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 470, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_Float64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 470, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 470, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":471
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_float64(self._get_index_values(), other,
 *                                     limit=limit)             # <<<<<<<<<<<<<<
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 471, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 471, __pyx_L1_error)

  /* "pandas/index.pyx":470
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_float64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                     limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 470, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":469
 *         return algos.is_monotonic_float64(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_float64(self._get_index_values(), other,
 *                                     limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Float64Engine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":473
 *                                     limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_float64(self._get_index_values(), other,
 *                                          limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_13Float64Engine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_backfill_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_backfill_indexer") < 0)) __PYX_ERR(0, 473, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_backfill_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 473, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.Float64Engine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_13Float64Engine_4get_backfill_indexer(((struct __pyx_obj_6pandas_5index_Float64Engine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_13Float64Engine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_Float64Engine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_backfill_indexer", 0);

  /* "pandas/index.pyx":474
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_float64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                          limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_backfill_float64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_Float64Engine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":475
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_float64(self._get_index_values(), other,
 *                                          limit=limit)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 475, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 475, __pyx_L1_error)

  /* "pandas/index.pyx":474
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_float64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                          limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 474, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":473
 *                                     limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_float64(self._get_index_values(), other,
 *                                          limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.Float64Engine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":478
 * 
 * 
 * cdef Py_ssize_t _bin_search(ndarray values, object val) except -1:             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t mid, lo = 0, hi = len(values) - 1
 */

static Py_ssize_t __pyx_f_6pandas_5index__bin_search(PyArrayObject *__pyx_v_values, PyObject *__pyx_v_val) {
  Py_ssize_t __pyx_v_mid;
  Py_ssize_t __pyx_v_lo;
  Py_ssize_t __pyx_v_hi;
  PyObject *__pyx_v_pval = 0;
  Py_ssize_t __pyx_r;
  __Pyx_RefNannyDeclarations
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  __Pyx_RefNannySetupContext("_bin_search", 0);

  /* "pandas/index.pyx":480
 * cdef Py_ssize_t _bin_search(ndarray values, object val) except -1:
 *     cdef:
 *         Py_ssize_t mid, lo = 0, hi = len(values) - 1             # <<<<<<<<<<<<<<
 *         object pval
 * 
 */
  __pyx_v_lo = 0;
  __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 480, __pyx_L1_error)
  __pyx_v_hi = (__pyx_t_1 - 1);

  /* "pandas/index.pyx":483
 *         object pval
 * 
 *     if hi >= 0 and val > util.get_value_at(values, hi):             # <<<<<<<<<<<<<<
 *         return len(values)
 * 
 */
  __pyx_t_3 = ((__pyx_v_hi >= 0) != 0);
  if (__pyx_t_3) {
  } else {
    __pyx_t_2 = __pyx_t_3;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_hi); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 483, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __pyx_t_5 = __pyx_f_4util_get_value_at(__pyx_v_values, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 483, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_4 = PyObject_RichCompare(__pyx_v_val, __pyx_t_5, Py_GT); __Pyx_XGOTREF(__pyx_t_4); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 483, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_4); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 483, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_2 = __pyx_t_3;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_2) {

    /* "pandas/index.pyx":484
 * 
 *     if hi >= 0 and val > util.get_value_at(values, hi):
 *         return len(values)             # <<<<<<<<<<<<<<
 * 
 *     while lo < hi:
 */
    __pyx_t_1 = PyObject_Length(((PyObject *)__pyx_v_values)); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 484, __pyx_L1_error)
    __pyx_r = __pyx_t_1;
    goto __pyx_L0;

    /* "pandas/index.pyx":483
 *         object pval
 * 
 *     if hi >= 0 and val > util.get_value_at(values, hi):             # <<<<<<<<<<<<<<
 *         return len(values)
 * 
 */
  }

  /* "pandas/index.pyx":486
 *         return len(values)
 * 
 *     while lo < hi:             # <<<<<<<<<<<<<<
 *         mid = (lo + hi) // 2
 *         pval = util.get_value_at(values, mid)
 */
  while (1) {
    __pyx_t_2 = ((__pyx_v_lo < __pyx_v_hi) != 0);
    if (!__pyx_t_2) break;

    /* "pandas/index.pyx":487
 * 
 *     while lo < hi:
 *         mid = (lo + hi) // 2             # <<<<<<<<<<<<<<
 *         pval = util.get_value_at(values, mid)
 *         if val < pval:
 */
    __pyx_v_mid = __Pyx_div_Py_ssize_t((__pyx_v_lo + __pyx_v_hi), 2);

    /* "pandas/index.pyx":488
 *     while lo < hi:
 *         mid = (lo + hi) // 2
 *         pval = util.get_value_at(values, mid)             # <<<<<<<<<<<<<<
 *         if val < pval:
 *             hi = mid
 */
    __pyx_t_4 = PyInt_FromSsize_t(__pyx_v_mid); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 488, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_5 = __pyx_f_4util_get_value_at(__pyx_v_values, __pyx_t_4); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 488, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF_SET(__pyx_v_pval, __pyx_t_5);
    __pyx_t_5 = 0;

    /* "pandas/index.pyx":489
 *         mid = (lo + hi) // 2
 *         pval = util.get_value_at(values, mid)
 *         if val < pval:             # <<<<<<<<<<<<<<
 *             hi = mid
 *         elif val > pval:
 */
    __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_v_pval, Py_LT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 489, __pyx_L1_error)
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 489, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_2) {

      /* "pandas/index.pyx":490
 *         pval = util.get_value_at(values, mid)
 *         if val < pval:
 *             hi = mid             # <<<<<<<<<<<<<<
 *         elif val > pval:
 *             lo = mid + 1
 */
      __pyx_v_hi = __pyx_v_mid;

      /* "pandas/index.pyx":489
 *         mid = (lo + hi) // 2
 *         pval = util.get_value_at(values, mid)
 *         if val < pval:             # <<<<<<<<<<<<<<
 *             hi = mid
 *         elif val > pval:
 */
      goto __pyx_L8;
    }

    /* "pandas/index.pyx":491
 *         if val < pval:
 *             hi = mid
 *         elif val > pval:             # <<<<<<<<<<<<<<
 *             lo = mid + 1
 *         else:
 */
    __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_v_pval, Py_GT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 491, __pyx_L1_error)
    __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 491, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_2) {

      /* "pandas/index.pyx":492
 *             hi = mid
 *         elif val > pval:
 *             lo = mid + 1             # <<<<<<<<<<<<<<
 *         else:
 *             while mid > 0 and val == util.get_value_at(values, mid - 1):
 */
      __pyx_v_lo = (__pyx_v_mid + 1);

      /* "pandas/index.pyx":491
 *         if val < pval:
 *             hi = mid
 *         elif val > pval:             # <<<<<<<<<<<<<<
 *             lo = mid + 1
 *         else:
 */
      goto __pyx_L8;
    }

    /* "pandas/index.pyx":494
 *             lo = mid + 1
 *         else:
 *             while mid > 0 and val == util.get_value_at(values, mid - 1):             # <<<<<<<<<<<<<<
 *                 mid -= 1
 *             return mid
 */
    /*else*/ {
      while (1) {
        __pyx_t_3 = ((__pyx_v_mid > 0) != 0);
        if (__pyx_t_3) {
        } else {
          __pyx_t_2 = __pyx_t_3;
          goto __pyx_L11_bool_binop_done;
        }
        __pyx_t_5 = PyInt_FromSsize_t((__pyx_v_mid - 1)); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 494, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_4 = __pyx_f_4util_get_value_at(__pyx_v_values, __pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 494, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_t_4, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 494, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 494, __pyx_L1_error)
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __pyx_t_2 = __pyx_t_3;
        __pyx_L11_bool_binop_done:;
        if (!__pyx_t_2) break;

        /* "pandas/index.pyx":495
 *         else:
 *             while mid > 0 and val == util.get_value_at(values, mid - 1):
 *                 mid -= 1             # <<<<<<<<<<<<<<
 *             return mid
 * 
 */
        __pyx_v_mid = (__pyx_v_mid - 1);
      }

      /* "pandas/index.pyx":496
 *             while mid > 0 and val == util.get_value_at(values, mid - 1):
 *                 mid -= 1
 *             return mid             # <<<<<<<<<<<<<<
 * 
 *     if val <= util.get_value_at(values, mid):
 */
      __pyx_r = __pyx_v_mid;
      goto __pyx_L0;
    }
    __pyx_L8:;
  }

  /* "pandas/index.pyx":498
 *             return mid
 * 
 *     if val <= util.get_value_at(values, mid):             # <<<<<<<<<<<<<<
 *         return mid
 *     else:
 */
  __pyx_t_5 = PyInt_FromSsize_t(__pyx_v_mid); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 498, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_5);
  __pyx_t_4 = __pyx_f_4util_get_value_at(__pyx_v_values, __pyx_t_5); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 498, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  __pyx_t_5 = PyObject_RichCompare(__pyx_v_val, __pyx_t_4, Py_LE); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 498, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 498, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
  if (__pyx_t_2) {

    /* "pandas/index.pyx":499
 * 
 *     if val <= util.get_value_at(values, mid):
 *         return mid             # <<<<<<<<<<<<<<
 *     else:
 *         return mid + 1
 */
    __pyx_r = __pyx_v_mid;
    goto __pyx_L0;

    /* "pandas/index.pyx":498
 *             return mid
 * 
 *     if val <= util.get_value_at(values, mid):             # <<<<<<<<<<<<<<
 *         return mid
 *     else:
 */
  }

  /* "pandas/index.pyx":501
 *         return mid
 *     else:
 *         return mid + 1             # <<<<<<<<<<<<<<
 * 
 * _pad_functions = {
 */
  /*else*/ {
    __pyx_r = (__pyx_v_mid + 1);
    goto __pyx_L0;
  }

  /* "pandas/index.pyx":478
 * 
 * 
 * cdef Py_ssize_t _bin_search(ndarray values, object val) except -1:             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t mid, lo = 0, hi = len(values) - 1
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index._bin_search", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1L;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_pval);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":517
 * cdef class ObjectEngine(IndexEngine):
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.PyObjectHashTable(n)
 * 
 */

static PyObject *__pyx_f_6pandas_5index_12ObjectEngine__make_hash_table(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_n) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_make_hash_table", 0);

  /* "pandas/index.pyx":518
 * 
 *     cdef _make_hash_table(self, n):
 *         return _hash.PyObjectHashTable(n)             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_hash); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 518, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_PyObjectHashTable); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 518, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_3);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_3, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_n); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 518, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
  } else {
    __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 518, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(__pyx_v_n);
    __Pyx_GIVEREF(__pyx_v_n);
    PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_n);
    __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 518, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
  }
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":517
 * cdef class ObjectEngine(IndexEngine):
 * 
 *     cdef _make_hash_table(self, n):             # <<<<<<<<<<<<<<
 *         return _hash.PyObjectHashTable(n)
 * 
 */

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

/* "pandas/index.pyx":520
 *         return _hash.PyObjectHashTable(n)
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_object(values, timelike=False)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_1_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_12ObjectEngine__call_monotonic(((struct __pyx_obj_6pandas_5index_ObjectEngine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine__call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_call_monotonic", 0);

  /* "pandas/index.pyx":521
 * 
 *     def _call_monotonic(self, values):
 *         return algos.is_monotonic_object(values, timelike=False)             # <<<<<<<<<<<<<<
 * 
 *     def get_pad_indexer(self, other, limit=None):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 521, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_is_monotonic_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 521, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 521, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_values);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 521, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_timelike, Py_False) < 0) __PYX_ERR(0, 521, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 521, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":520
 *         return _hash.PyObjectHashTable(n)
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_object(values, timelike=False)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.ObjectEngine._call_monotonic", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":523
 *         return algos.is_monotonic_object(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_object(self._get_index_values(), other,
 *                                    limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_3get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_pad_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_pad_indexer") < 0)) __PYX_ERR(0, 523, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_pad_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 523, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.ObjectEngine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_12ObjectEngine_2get_pad_indexer(((struct __pyx_obj_6pandas_5index_ObjectEngine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine_2get_pad_indexer(struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_pad_indexer", 0);

  /* "pandas/index.pyx":524
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_object(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                    limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 524, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_pad_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 524, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_ObjectEngine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 524, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 524, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":525
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_object(self._get_index_values(), other,
 *                                    limit=limit)             # <<<<<<<<<<<<<<
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 525, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 525, __pyx_L1_error)

  /* "pandas/index.pyx":524
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         return algos.pad_object(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                    limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 524, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":523
 *         return algos.is_monotonic_object(values, timelike=False)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.pad_object(self._get_index_values(), other,
 *                                    limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.ObjectEngine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":527
 *                                    limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_object(self._get_index_values(), other,
 *                                         limit=limit)
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_12ObjectEngine_5get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_backfill_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_backfill_indexer") < 0)) __PYX_ERR(0, 527, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_backfill_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 527, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.ObjectEngine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_12ObjectEngine_4get_backfill_indexer(((struct __pyx_obj_6pandas_5index_ObjectEngine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_12ObjectEngine_4get_backfill_indexer(struct __pyx_obj_6pandas_5index_ObjectEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("get_backfill_indexer", 0);

  /* "pandas/index.pyx":528
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_object(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                         limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_backfill_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_ObjectEngine *)__pyx_v_self->__pyx_base.__pyx_vtab)->__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_GIVEREF(__pyx_t_1);
  PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_1);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_v_other);
  __pyx_t_1 = 0;

  /* "pandas/index.pyx":529
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_object(self._get_index_values(), other,
 *                                         limit=limit)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_1 = PyDict_New(); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 529, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  if (PyDict_SetItem(__pyx_t_1, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 529, __pyx_L1_error)

  /* "pandas/index.pyx":528
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         return algos.backfill_object(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                         limit=limit)
 * 
 */
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_3, __pyx_t_1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 528, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":527
 *                                    limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         return algos.backfill_object(self._get_index_values(), other,
 *                                         limit=limit)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.ObjectEngine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":534
 * cdef class DatetimeEngine(Int64Engine):
 * 
 *     cdef _get_box_dtype(self):             # <<<<<<<<<<<<<<
 *         return 'M8[ns]'
 * 
 */

static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__get_box_dtype(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_box_dtype", 0);

  /* "pandas/index.pyx":535
 * 
 *     cdef _get_box_dtype(self):
 *         return 'M8[ns]'             # <<<<<<<<<<<<<<
 * 
 *     def __contains__(self, object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_kp_s_M8_ns);
  __pyx_r = __pyx_kp_s_M8_ns;
  goto __pyx_L0;

  /* "pandas/index.pyx":534
 * cdef class DatetimeEngine(Int64Engine):
 * 
 *     cdef _get_box_dtype(self):             # <<<<<<<<<<<<<<
 *         return 'M8[ns]'
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":537
 *         return 'M8[ns]'
 * 
 *     def __contains__(self, object val):             # <<<<<<<<<<<<<<
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:
 */

/* Python wrapper */
static int __pyx_pw_6pandas_5index_14DatetimeEngine_1__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static int __pyx_pw_6pandas_5index_14DatetimeEngine_1__contains__(PyObject *__pyx_v_self, PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__contains__ (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine___contains__(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), ((PyObject *)__pyx_v_val));

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

static int __pyx_pf_6pandas_5index_14DatetimeEngine___contains__(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_conv = NULL;
  PyObject *__pyx_v_loc = NULL;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  __Pyx_RefNannySetupContext("__contains__", 0);

  /* "pandas/index.pyx":538
 * 
 *     def __contains__(self, object val):
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 */
  __pyx_t_2 = (__pyx_v_self->__pyx_base.__pyx_base.over_size_threshold != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L4_bool_binop_done;
  }
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_monotonic_increasing); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 538, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 538, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_1 = __pyx_t_2;
  __pyx_L4_bool_binop_done:;
  if (__pyx_t_1) {

    /* "pandas/index.pyx":539
 *     def __contains__(self, object val):
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_unique); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 539, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(0, 539, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_2 = ((!__pyx_t_1) != 0);
    if (__pyx_t_2) {

      /* "pandas/index.pyx":540
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 *             conv = _to_i8(val)
 */
      __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 540, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_3); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 540, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_4;
      goto __pyx_L0;

      /* "pandas/index.pyx":539
 *     def __contains__(self, object val):
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 */
    }

    /* "pandas/index.pyx":541
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()             # <<<<<<<<<<<<<<
 *             conv = _to_i8(val)
 *             loc = values.searchsorted(conv, side='left')
 */
    __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 541, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_v_values = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/index.pyx":542
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 *             conv = _to_i8(val)             # <<<<<<<<<<<<<<
 *             loc = values.searchsorted(conv, side='left')
 *             return util.get_value_at(values, loc) == conv
 */
    __pyx_t_3 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 542, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_v_conv = __pyx_t_3;
    __pyx_t_3 = 0;

    /* "pandas/index.pyx":543
 *             values = self._get_index_values()
 *             conv = _to_i8(val)
 *             loc = values.searchsorted(conv, side='left')             # <<<<<<<<<<<<<<
 *             return util.get_value_at(values, loc) == conv
 * 
 */
    __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_searchsorted); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 543, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 543, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_INCREF(__pyx_v_conv);
    __Pyx_GIVEREF(__pyx_v_conv);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_conv);
    __pyx_t_6 = PyDict_New(); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 543, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_6);
    if (PyDict_SetItem(__pyx_t_6, __pyx_n_s_side, __pyx_n_s_left) < 0) __PYX_ERR(0, 543, __pyx_L1_error)
    __pyx_t_7 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, __pyx_t_6); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 543, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_v_loc = __pyx_t_7;
    __pyx_t_7 = 0;

    /* "pandas/index.pyx":544
 *             conv = _to_i8(val)
 *             loc = values.searchsorted(conv, side='left')
 *             return util.get_value_at(values, loc) == conv             # <<<<<<<<<<<<<<
 * 
 *         self._ensure_mapping_populated()
 */
    if (!(likely(((__pyx_v_values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_values, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 544, __pyx_L1_error)
    __pyx_t_7 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_v_values), __pyx_v_loc); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 544, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    __pyx_t_6 = PyObject_RichCompare(__pyx_t_7, __pyx_v_conv, Py_EQ); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 544, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __pyx_t_4 = __Pyx_PyInt_As_int(__pyx_t_6); if (unlikely((__pyx_t_4 == (int)-1) && PyErr_Occurred())) __PYX_ERR(0, 544, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
    __pyx_r = __pyx_t_4;
    goto __pyx_L0;

    /* "pandas/index.pyx":538
 * 
 *     def __contains__(self, object val):
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 return self._get_loc_duplicates(val)
 */
  }

  /* "pandas/index.pyx":546
 *             return util.get_value_at(values, loc) == conv
 * 
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         return _to_i8(val) in self.mapping
 * 
 */
  __pyx_t_6 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 546, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;

  /* "pandas/index.pyx":547
 * 
 *         self._ensure_mapping_populated()
 *         return _to_i8(val) in self.mapping             # <<<<<<<<<<<<<<
 * 
 *     cdef _get_index_values(self):
 */
  __pyx_t_6 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 547, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __pyx_t_2 = (__Pyx_PySequence_ContainsTF(__pyx_t_6, ((PyObject *)__pyx_v_self->__pyx_base.__pyx_base.mapping), Py_EQ)); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(0, 547, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
  __pyx_r = __pyx_t_2;
  goto __pyx_L0;

  /* "pandas/index.pyx":537
 *         return 'M8[ns]'
 * 
 *     def __contains__(self, object val):             # <<<<<<<<<<<<<<
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.__contains__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_conv);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":549
 *         return _to_i8(val) in self.mapping
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return self.vgetter().view('i8')
 * 
 */

static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__get_index_values(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_RefNannySetupContext("_get_index_values", 0);

  /* "pandas/index.pyx":550
 * 
 *     cdef _get_index_values(self):
 *         return self.vgetter().view('i8')             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_self->__pyx_base.__pyx_base.vgetter);
  __pyx_t_2 = __pyx_v_self->__pyx_base.__pyx_base.vgetter; __pyx_t_3 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
    __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
    if (likely(__pyx_t_3)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_2, function);
    }
  }
  if (__pyx_t_3) {
    __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 550, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  } else {
    __pyx_t_1 = __Pyx_PyObject_CallNoArg(__pyx_t_2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 550, __pyx_L1_error)
  }
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_view); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 550, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_tuple_, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 550, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":549
 *         return _to_i8(val) in self.mapping
 * 
 *     cdef _get_index_values(self):             # <<<<<<<<<<<<<<
 *         return self.vgetter().view('i8')
 * 
 */

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

/* "pandas/index.pyx":552
 *         return self.vgetter().view('i8')
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_int64(values, timelike=True)
 * 
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_3_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_3_call_monotonic(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_call_monotonic (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine_2_call_monotonic(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_2_call_monotonic(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_call_monotonic", 0);

  /* "pandas/index.pyx":553
 * 
 *     def _call_monotonic(self, values):
 *         return algos.is_monotonic_int64(values, timelike=True)             # <<<<<<<<<<<<<<
 * 
 *     cpdef get_loc(self, object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_is_monotonic_int64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_INCREF(__pyx_v_values);
  __Pyx_GIVEREF(__pyx_v_values);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_values);
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_timelike, Py_True) < 0) __PYX_ERR(0, 553, __pyx_L1_error)
  __pyx_t_4 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, __pyx_t_3); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 553, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_4);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_4;
  __pyx_t_4 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":552
 *         return self.vgetter().view('i8')
 * 
 *     def _call_monotonic(self, values):             # <<<<<<<<<<<<<<
 *         return algos.is_monotonic_int64(values, timelike=True)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine._call_monotonic", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":555
 *         return algos.is_monotonic_int64(values, timelike=True)
 * 
 *     cpdef get_loc(self, object val):             # <<<<<<<<<<<<<<
 *         if is_definitely_invalid_key(val):
 *             raise TypeError
 */

static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_5get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_f_6pandas_5index_14DatetimeEngine_get_loc(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val, int __pyx_skip_dispatch) {
  PyObject *__pyx_v_values = NULL;
  PyObject *__pyx_v_conv = NULL;
  PyObject *__pyx_v_loc = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  int __pyx_t_11;
  Py_ssize_t __pyx_t_12;
  __Pyx_RefNannySetupContext("get_loc", 0);
  __Pyx_INCREF(__pyx_v_val);
  /* Check if called by wrapper */
  if (unlikely(__pyx_skip_dispatch)) ;
  /* Check if overridden in Python */
  else if (unlikely(Py_TYPE(((PyObject *)__pyx_v_self))->tp_dictoffset != 0)) {
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_get_loc); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 555, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    if (!PyCFunction_Check(__pyx_t_1) || (PyCFunction_GET_FUNCTION(__pyx_t_1) != (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_5get_loc)) {
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_t_1);
      __pyx_t_3 = __pyx_t_1; __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_3))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_3);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_3);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_3, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_3, __pyx_v_val); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 555, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_5 = PyTuple_New(1+1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 555, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_INCREF(__pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_5, 0+1, __pyx_v_val);
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_3, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 555, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      }
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }

  /* "pandas/index.pyx":556
 * 
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):             # <<<<<<<<<<<<<<
 *             raise TypeError
 * 
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_is_definitely_invalid_key(__pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 556, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 556, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  if (__pyx_t_6) {

    /* "pandas/index.pyx":557
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):
 *             raise TypeError             # <<<<<<<<<<<<<<
 * 
 *         # Welcome to the spaghetti factory
 */
    __Pyx_Raise(__pyx_builtin_TypeError, 0, 0, 0);
    __PYX_ERR(0, 557, __pyx_L1_error)

    /* "pandas/index.pyx":556
 * 
 *     cpdef get_loc(self, object val):
 *         if is_definitely_invalid_key(val):             # <<<<<<<<<<<<<<
 *             raise TypeError
 * 
 */
  }

  /* "pandas/index.pyx":560
 * 
 *         # Welcome to the spaghetti factory
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 val = _to_i8(val)
 */
  __pyx_t_7 = (__pyx_v_self->__pyx_base.__pyx_base.over_size_threshold != 0);
  if (__pyx_t_7) {
  } else {
    __pyx_t_6 = __pyx_t_7;
    goto __pyx_L5_bool_binop_done;
  }
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_monotonic_increasing); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 560, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_7 < 0)) __PYX_ERR(0, 560, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_6 = __pyx_t_7;
  __pyx_L5_bool_binop_done:;
  if (__pyx_t_6) {

    /* "pandas/index.pyx":561
 *         # Welcome to the spaghetti factory
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 val = _to_i8(val)
 *                 return self._get_loc_duplicates(val)
 */
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self), __pyx_n_s_is_unique); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 561, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 561, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_7 = ((!__pyx_t_6) != 0);
    if (__pyx_t_7) {

      /* "pandas/index.pyx":562
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:
 *                 val = _to_i8(val)             # <<<<<<<<<<<<<<
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()
 */
      __pyx_t_1 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 562, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "pandas/index.pyx":563
 *             if not self.is_unique:
 *                 val = _to_i8(val)
 *                 return self._get_loc_duplicates(val)             # <<<<<<<<<<<<<<
 *             values = self._get_index_values()
 * 
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 563, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_r = __pyx_t_1;
      __pyx_t_1 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":561
 *         # Welcome to the spaghetti factory
 *         if self.over_size_threshold and self.is_monotonic_increasing:
 *             if not self.is_unique:             # <<<<<<<<<<<<<<
 *                 val = _to_i8(val)
 *                 return self._get_loc_duplicates(val)
 */
    }

    /* "pandas/index.pyx":564
 *                 val = _to_i8(val)
 *                 return self._get_loc_duplicates(val)
 *             values = self._get_index_values()             # <<<<<<<<<<<<<<
 * 
 *             try:
 */
    __pyx_t_1 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 564, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_v_values = __pyx_t_1;
    __pyx_t_1 = 0;

    /* "pandas/index.pyx":566
 *             values = self._get_index_values()
 * 
 *             try:             # <<<<<<<<<<<<<<
 *                 conv = _to_i8(val)
 *                 loc = values.searchsorted(conv, side='left')
 */
    {
      __Pyx_PyThreadState_declare
      __Pyx_PyThreadState_assign
      __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
      __Pyx_XGOTREF(__pyx_t_8);
      __Pyx_XGOTREF(__pyx_t_9);
      __Pyx_XGOTREF(__pyx_t_10);
      /*try:*/ {

        /* "pandas/index.pyx":567
 * 
 *             try:
 *                 conv = _to_i8(val)             # <<<<<<<<<<<<<<
 *                 loc = values.searchsorted(conv, side='left')
 *             except TypeError:
 */
        __pyx_t_1 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 567, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_v_conv = __pyx_t_1;
        __pyx_t_1 = 0;

        /* "pandas/index.pyx":568
 *             try:
 *                 conv = _to_i8(val)
 *                 loc = values.searchsorted(conv, side='left')             # <<<<<<<<<<<<<<
 *             except TypeError:
 *                 self._date_check_type(val)
 */
        __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_searchsorted); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 568, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_1);
        __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 568, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_INCREF(__pyx_v_conv);
        __Pyx_GIVEREF(__pyx_v_conv);
        PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_conv);
        __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 568, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_3);
        if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_side, __pyx_n_s_left) < 0) __PYX_ERR(0, 568, __pyx_L8_error)
        __pyx_t_5 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 568, __pyx_L8_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __pyx_v_loc = __pyx_t_5;
        __pyx_t_5 = 0;

        /* "pandas/index.pyx":566
 *             values = self._get_index_values()
 * 
 *             try:             # <<<<<<<<<<<<<<
 *                 conv = _to_i8(val)
 *                 loc = values.searchsorted(conv, side='left')
 */
      }
      __Pyx_XDECREF(__pyx_t_8); __pyx_t_8 = 0;
      __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_XDECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L15_try_end;
      __pyx_L8_error:;
      __Pyx_PyThreadState_assign
      __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;

      /* "pandas/index.pyx":569
 *                 conv = _to_i8(val)
 *                 loc = values.searchsorted(conv, side='left')
 *             except TypeError:             # <<<<<<<<<<<<<<
 *                 self._date_check_type(val)
 *                 raise KeyError(val)
 */
      __pyx_t_11 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
      if (__pyx_t_11) {
        __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
        if (__Pyx_GetException(&__pyx_t_5, &__pyx_t_3, &__pyx_t_2) < 0) __PYX_ERR(0, 569, __pyx_L10_except_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_GOTREF(__pyx_t_2);

        /* "pandas/index.pyx":570
 *                 loc = values.searchsorted(conv, side='left')
 *             except TypeError:
 *                 self._date_check_type(val)             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 * 
 */
        __pyx_t_1 = __pyx_f_6pandas_5index_14DatetimeEngine__date_check_type(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 570, __pyx_L10_except_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

        /* "pandas/index.pyx":571
 *             except TypeError:
 *                 self._date_check_type(val)
 *                 raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *             if loc == len(values) or util.get_value_at(values, loc) != conv:
 */
        __pyx_t_1 = PyTuple_New(1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 571, __pyx_L10_except_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_INCREF(__pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_v_val);
        __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_1, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 571, __pyx_L10_except_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
        __Pyx_Raise(__pyx_t_4, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __PYX_ERR(0, 571, __pyx_L10_except_error)
      }
      goto __pyx_L10_except_error;
      __pyx_L10_except_error:;

      /* "pandas/index.pyx":566
 *             values = self._get_index_values()
 * 
 *             try:             # <<<<<<<<<<<<<<
 *                 conv = _to_i8(val)
 *                 loc = values.searchsorted(conv, side='left')
 */
      __Pyx_PyThreadState_assign
      __Pyx_XGIVEREF(__pyx_t_8);
      __Pyx_XGIVEREF(__pyx_t_9);
      __Pyx_XGIVEREF(__pyx_t_10);
      __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
      goto __pyx_L1_error;
      __pyx_L15_try_end:;
    }

    /* "pandas/index.pyx":573
 *                 raise KeyError(val)
 * 
 *             if loc == len(values) or util.get_value_at(values, loc) != conv:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             return loc
 */
    __pyx_t_12 = PyObject_Length(__pyx_v_values); if (unlikely(__pyx_t_12 == -1)) __PYX_ERR(0, 573, __pyx_L1_error)
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_12); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_3 = PyObject_RichCompare(__pyx_v_loc, __pyx_t_2, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    if (!__pyx_t_6) {
    } else {
      __pyx_t_7 = __pyx_t_6;
      goto __pyx_L19_bool_binop_done;
    }
    if (!(likely(((__pyx_v_values) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_values, __pyx_ptype_5numpy_ndarray))))) __PYX_ERR(0, 573, __pyx_L1_error)
    __pyx_t_3 = __pyx_f_4util_get_value_at(((PyArrayObject *)__pyx_v_values), __pyx_v_loc); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_2 = PyObject_RichCompare(__pyx_t_3, __pyx_v_conv, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(0, 573, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_7 = __pyx_t_6;
    __pyx_L19_bool_binop_done:;
    if (__pyx_t_7) {

      /* "pandas/index.pyx":574
 * 
 *             if loc == len(values) or util.get_value_at(values, loc) != conv:
 *                 raise KeyError(val)             # <<<<<<<<<<<<<<
 *             return loc
 * 
 */
      __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 574, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 574, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __PYX_ERR(0, 574, __pyx_L1_error)

      /* "pandas/index.pyx":573
 *                 raise KeyError(val)
 * 
 *             if loc == len(values) or util.get_value_at(values, loc) != conv:             # <<<<<<<<<<<<<<
 *                 raise KeyError(val)
 *             return loc
 */
    }

    /* "pandas/index.pyx":575
 *             if loc == len(values) or util.get_value_at(values, loc) != conv:
 *                 raise KeyError(val)
 *             return loc             # <<<<<<<<<<<<<<
 * 
 *         self._ensure_mapping_populated()
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(__pyx_v_loc);
    __pyx_r = __pyx_v_loc;
    goto __pyx_L0;

    /* "pandas/index.pyx":560
 * 
 *         # Welcome to the spaghetti factory
 *         if self.over_size_threshold and self.is_monotonic_increasing:             # <<<<<<<<<<<<<<
 *             if not self.is_unique:
 *                 val = _to_i8(val)
 */
  }

  /* "pandas/index.pyx":577
 *             return loc
 * 
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         if not self.unique:
 *             val = _to_i8(val)
 */
  __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 577, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":578
 * 
 *         self._ensure_mapping_populated()
 *         if not self.unique:             # <<<<<<<<<<<<<<
 *             val = _to_i8(val)
 *             return self._get_loc_duplicates(val)
 */
  __pyx_t_7 = ((!(__pyx_v_self->__pyx_base.__pyx_base.unique != 0)) != 0);
  if (__pyx_t_7) {

    /* "pandas/index.pyx":579
 *         self._ensure_mapping_populated()
 *         if not self.unique:
 *             val = _to_i8(val)             # <<<<<<<<<<<<<<
 *             return self._get_loc_duplicates(val)
 * 
 */
    __pyx_t_3 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 579, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "pandas/index.pyx":580
 *         if not self.unique:
 *             val = _to_i8(val)
 *             return self._get_loc_duplicates(val)             # <<<<<<<<<<<<<<
 * 
 *         try:
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_3 = __pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self), __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 580, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":578
 * 
 *         self._ensure_mapping_populated()
 *         if not self.unique:             # <<<<<<<<<<<<<<
 *             val = _to_i8(val)
 *             return self._get_loc_duplicates(val)
 */
  }

  /* "pandas/index.pyx":582
 *             return self._get_loc_duplicates(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val.value)
 *         except KeyError:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_10, &__pyx_t_9, &__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_8);
    /*try:*/ {

      /* "pandas/index.pyx":583
 * 
 *         try:
 *             return self.mapping.get_item(val.value)             # <<<<<<<<<<<<<<
 *         except KeyError:
 *             raise KeyError(val)
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->__pyx_base.__pyx_base.mapping), __pyx_n_s_get_item); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 583, __pyx_L22_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_5 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_value); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 583, __pyx_L22_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_4 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_4 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_4)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_4);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (!__pyx_t_4) {
        __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 583, __pyx_L22_error)
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __Pyx_GOTREF(__pyx_t_3);
      } else {
        __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 583, __pyx_L22_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_GIVEREF(__pyx_t_4); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_4); __pyx_t_4 = NULL;
        __Pyx_GIVEREF(__pyx_t_5);
        PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_t_5);
        __pyx_t_5 = 0;
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_1, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 583, __pyx_L22_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_3;
      __pyx_t_3 = 0;
      goto __pyx_L26_try_return;

      /* "pandas/index.pyx":582
 *             return self._get_loc_duplicates(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val.value)
 *         except KeyError:
 */
    }
    __pyx_L22_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;

    /* "pandas/index.pyx":584
 *         try:
 *             return self.mapping.get_item(val.value)
 *         except KeyError:             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 *         except AttributeError:
 */
    __pyx_t_11 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_KeyError);
    if (__pyx_t_11) {
      __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_3, &__pyx_t_2, &__pyx_t_1) < 0) __PYX_ERR(0, 584, __pyx_L24_except_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GOTREF(__pyx_t_1);

      /* "pandas/index.pyx":585
 *             return self.mapping.get_item(val.value)
 *         except KeyError:
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 *         except AttributeError:
 *             pass
 */
      __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 585, __pyx_L24_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_v_val);
      __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 585, __pyx_L24_except_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __Pyx_Raise(__pyx_t_4, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __PYX_ERR(0, 585, __pyx_L24_except_error)
    }

    /* "pandas/index.pyx":586
 *         except KeyError:
 *             raise KeyError(val)
 *         except AttributeError:             # <<<<<<<<<<<<<<
 *             pass
 * 
 */
    __pyx_t_11 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
    if (__pyx_t_11) {
      __Pyx_ErrRestore(0,0,0);
      goto __pyx_L23_exception_handled;
    }
    goto __pyx_L24_except_error;
    __pyx_L24_except_error:;

    /* "pandas/index.pyx":582
 *             return self._get_loc_duplicates(val)
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val.value)
 *         except KeyError:
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
    goto __pyx_L1_error;
    __pyx_L26_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
    goto __pyx_L0;
    __pyx_L23_exception_handled:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_ExceptionReset(__pyx_t_10, __pyx_t_9, __pyx_t_8);
  }

  /* "pandas/index.pyx":589
 *             pass
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             val = _to_i8(val)
 *             return self.mapping.get_item(val)
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_8, &__pyx_t_9, &__pyx_t_10);
    __Pyx_XGOTREF(__pyx_t_8);
    __Pyx_XGOTREF(__pyx_t_9);
    __Pyx_XGOTREF(__pyx_t_10);
    /*try:*/ {

      /* "pandas/index.pyx":590
 * 
 *         try:
 *             val = _to_i8(val)             # <<<<<<<<<<<<<<
 *             return self.mapping.get_item(val)
 *         except TypeError:
 */
      __pyx_t_1 = __pyx_f_6pandas_5index__to_i8(__pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 590, __pyx_L32_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_1);
      __pyx_t_1 = 0;

      /* "pandas/index.pyx":591
 *         try:
 *             val = _to_i8(val)
 *             return self.mapping.get_item(val)             # <<<<<<<<<<<<<<
 *         except TypeError:
 *             self._date_check_type(val)
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->__pyx_base.__pyx_base.mapping), __pyx_n_s_get_item); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 591, __pyx_L32_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_t_3 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_2))) {
        __pyx_t_3 = PyMethod_GET_SELF(__pyx_t_2);
        if (likely(__pyx_t_3)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_2);
          __Pyx_INCREF(__pyx_t_3);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_2, function);
        }
      }
      if (!__pyx_t_3) {
        __pyx_t_1 = __Pyx_PyObject_CallOneArg(__pyx_t_2, __pyx_v_val); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 591, __pyx_L32_error)
        __Pyx_GOTREF(__pyx_t_1);
      } else {
        __pyx_t_4 = PyTuple_New(1+1); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 591, __pyx_L32_error)
        __Pyx_GOTREF(__pyx_t_4);
        __Pyx_GIVEREF(__pyx_t_3); PyTuple_SET_ITEM(__pyx_t_4, 0, __pyx_t_3); __pyx_t_3 = NULL;
        __Pyx_INCREF(__pyx_v_val);
        __Pyx_GIVEREF(__pyx_v_val);
        PyTuple_SET_ITEM(__pyx_t_4, 0+1, __pyx_v_val);
        __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_2, __pyx_t_4, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 591, __pyx_L32_error)
        __Pyx_GOTREF(__pyx_t_1);
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      }
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_1;
      __pyx_t_1 = 0;
      goto __pyx_L36_try_return;

      /* "pandas/index.pyx":589
 *             pass
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             val = _to_i8(val)
 *             return self.mapping.get_item(val)
 */
    }
    __pyx_L32_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "pandas/index.pyx":592
 *             val = _to_i8(val)
 *             return self.mapping.get_item(val)
 *         except TypeError:             # <<<<<<<<<<<<<<
 *             self._date_check_type(val)
 *             raise KeyError(val)
 */
    __pyx_t_11 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_TypeError);
    if (__pyx_t_11) {
      __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_2, &__pyx_t_4) < 0) __PYX_ERR(0, 592, __pyx_L34_except_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GOTREF(__pyx_t_4);

      /* "pandas/index.pyx":593
 *             return self.mapping.get_item(val)
 *         except TypeError:
 *             self._date_check_type(val)             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
      __pyx_t_3 = __pyx_f_6pandas_5index_14DatetimeEngine__date_check_type(__pyx_v_self, __pyx_v_val); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 593, __pyx_L34_except_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/index.pyx":594
 *         except TypeError:
 *             self._date_check_type(val)
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *     cdef inline _date_check_type(self, object val):
 */
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 594, __pyx_L34_except_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_v_val);
      __Pyx_GIVEREF(__pyx_v_val);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(0, 594, __pyx_L34_except_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __PYX_ERR(0, 594, __pyx_L34_except_error)
    }
    goto __pyx_L34_except_error;
    __pyx_L34_except_error:;

    /* "pandas/index.pyx":589
 *             pass
 * 
 *         try:             # <<<<<<<<<<<<<<
 *             val = _to_i8(val)
 *             return self.mapping.get_item(val)
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    goto __pyx_L1_error;
    __pyx_L36_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_8);
    __Pyx_XGIVEREF(__pyx_t_9);
    __Pyx_XGIVEREF(__pyx_t_10);
    __Pyx_ExceptionReset(__pyx_t_8, __pyx_t_9, __pyx_t_10);
    goto __pyx_L0;
  }

  /* "pandas/index.pyx":555
 *         return algos.is_monotonic_int64(values, timelike=True)
 * 
 *     cpdef get_loc(self, object val):             # <<<<<<<<<<<<<<
 *         if is_definitely_invalid_key(val):
 *             raise TypeError
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_loc", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XDECREF(__pyx_v_conv);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_5get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_5get_loc(PyObject *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_loc (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine_4get_loc(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), ((PyObject *)__pyx_v_val));

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

static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_4get_loc(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("get_loc", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_5index_14DatetimeEngine_get_loc(__pyx_v_self, __pyx_v_val, 1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 555, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":596
 *             raise KeyError(val)
 * 
 *     cdef inline _date_check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 *         if not util.is_integer_object(val):
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index_14DatetimeEngine__date_check_type(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_val) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  Py_hash_t __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  __Pyx_RefNannySetupContext("_date_check_type", 0);

  /* "pandas/index.pyx":597
 * 
 *     cdef inline _date_check_type(self, object val):
 *         hash(val)             # <<<<<<<<<<<<<<
 *         if not util.is_integer_object(val):
 *             raise KeyError(val)
 */
  __pyx_t_1 = PyObject_Hash(__pyx_v_val); if (unlikely(__pyx_t_1 == -1)) __PYX_ERR(0, 597, __pyx_L1_error)

  /* "pandas/index.pyx":598
 *     cdef inline _date_check_type(self, object val):
 *         hash(val)
 *         if not util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  __pyx_t_2 = ((!(is_integer_object(__pyx_v_val) != 0)) != 0);
  if (__pyx_t_2) {

    /* "pandas/index.pyx":599
 *         hash(val)
 *         if not util.is_integer_object(val):
 *             raise KeyError(val)             # <<<<<<<<<<<<<<
 * 
 *     def get_indexer(self, values):
 */
    __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 599, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_v_val);
    __pyx_t_4 = __Pyx_PyObject_Call(__pyx_builtin_KeyError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 599, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_Raise(__pyx_t_4, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __PYX_ERR(0, 599, __pyx_L1_error)

    /* "pandas/index.pyx":598
 *     cdef inline _date_check_type(self, object val):
 *         hash(val)
 *         if not util.is_integer_object(val):             # <<<<<<<<<<<<<<
 *             raise KeyError(val)
 * 
 */
  }

  /* "pandas/index.pyx":596
 *             raise KeyError(val)
 * 
 *     cdef inline _date_check_type(self, object val):             # <<<<<<<<<<<<<<
 *         hash(val)
 *         if not util.is_integer_object(val):
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine._date_check_type", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":601
 *             raise KeyError(val)
 * 
 *     def get_indexer(self, values):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_7get_indexer(PyObject *__pyx_v_self, PyObject *__pyx_v_values); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_7get_indexer(PyObject *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_indexer (wrapper)", 0);
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine_6get_indexer(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), ((PyObject *)__pyx_v_values));

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

static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_6get_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_values) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  __Pyx_RefNannySetupContext("get_indexer", 0);
  __Pyx_INCREF(__pyx_v_values);

  /* "pandas/index.pyx":602
 * 
 *     def get_indexer(self, values):
 *         self._ensure_mapping_populated()             # <<<<<<<<<<<<<<
 *         if values.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(values)).astype('i4')
 */
  __pyx_t_1 = __pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 602, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "pandas/index.pyx":603
 *     def get_indexer(self, values):
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(values)).astype('i4')
 *         values = np.asarray(values).view('i8')
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_values, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 603, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->_get_box_dtype(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 603, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 603, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(0, 603, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_4) {

    /* "pandas/index.pyx":604
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(values)).astype('i4')             # <<<<<<<<<<<<<<
 *         values = np.asarray(values).view('i8')
 *         return self.mapping.lookup(values)
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_repeat); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_5 = PyObject_Length(__pyx_v_values); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = NULL;
    __pyx_t_5 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
        __pyx_t_5 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_5); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_6) {
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
    }
    __Pyx_INCREF(__pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_int_neg_1);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_5, __pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_5, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_astype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_tuple__2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 604, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":603
 *     def get_indexer(self, values):
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(values)).astype('i4')
 *         values = np.asarray(values).view('i8')
 */
  }

  /* "pandas/index.pyx":605
 *         if values.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(values)).astype('i4')
 *         values = np.asarray(values).view('i8')             # <<<<<<<<<<<<<<
 *         return self.mapping.lookup(values)
 * 
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_asarray); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_7, function);
    }
  }
  if (!__pyx_t_1) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_values); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 605, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 605, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); __pyx_t_1 = NULL;
    __Pyx_INCREF(__pyx_v_values);
    __Pyx_GIVEREF(__pyx_v_values);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_v_values);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 605, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_view); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_tuple__3, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF_SET(__pyx_v_values, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":606
 *             return np.repeat(-1, len(values)).astype('i4')
 *         values = np.asarray(values).view('i8')
 *         return self.mapping.lookup(values)             # <<<<<<<<<<<<<<
 * 
 *     def get_pad_indexer(self, other, limit=None):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_self->__pyx_base.__pyx_base.mapping), __pyx_n_s_lookup); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 606, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __pyx_t_2 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && likely(PyMethod_Check(__pyx_t_7))) {
    __pyx_t_2 = PyMethod_GET_SELF(__pyx_t_7);
    if (likely(__pyx_t_2)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
      __Pyx_INCREF(__pyx_t_2);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_7, function);
    }
  }
  if (!__pyx_t_2) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_values); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 606, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_1 = PyTuple_New(1+1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 606, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_GIVEREF(__pyx_t_2); PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_2); __pyx_t_2 = NULL;
    __Pyx_INCREF(__pyx_v_values);
    __Pyx_GIVEREF(__pyx_v_values);
    PyTuple_SET_ITEM(__pyx_t_1, 0+1, __pyx_v_values);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_1, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 606, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_r = __pyx_t_3;
  __pyx_t_3 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":601
 *             raise KeyError(val)
 * 
 *     def get_indexer(self, values):             # <<<<<<<<<<<<<<
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_values);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":608
 *         return self.mapping.lookup(values)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_9get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_9get_pad_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_pad_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_pad_indexer") < 0)) __PYX_ERR(0, 608, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_pad_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 608, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine_8get_pad_indexer(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_8get_pad_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  __Pyx_RefNannySetupContext("get_pad_indexer", 0);
  __Pyx_INCREF(__pyx_v_other);

  /* "pandas/index.pyx":609
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_other, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 609, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->_get_box_dtype(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 609, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 609, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(0, 609, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_4) {

    /* "pandas/index.pyx":610
 *     def get_pad_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')             # <<<<<<<<<<<<<<
 *         other = np.asarray(other).view('i8')
 *         return algos.pad_int64(self._get_index_values(), other,
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_repeat); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_5 = PyObject_Length(__pyx_v_other); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(0, 610, __pyx_L1_error)
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = NULL;
    __pyx_t_5 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
        __pyx_t_5 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_5); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_6) {
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
    }
    __Pyx_INCREF(__pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_int_neg_1);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_5, __pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_5, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_astype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_tuple__4, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 610, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":609
 * 
 *     def get_pad_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 */
  }

  /* "pandas/index.pyx":611
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')             # <<<<<<<<<<<<<<
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                 limit=limit)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 611, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_asarray); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 611, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_7, function);
    }
  }
  if (!__pyx_t_1) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_other); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 611, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 611, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); __pyx_t_1 = NULL;
    __Pyx_INCREF(__pyx_v_other);
    __Pyx_GIVEREF(__pyx_v_other);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_v_other);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 611, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_view); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 611, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_tuple__5, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 611, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF_SET(__pyx_v_other, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":612
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 *         return algos.pad_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                 limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 612, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_pad_int64); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 612, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 612, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 612, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_other);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":613
 *         other = np.asarray(other).view('i8')
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                 limit=limit)             # <<<<<<<<<<<<<<
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 */
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 613, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 613, __pyx_L1_error)

  /* "pandas/index.pyx":612
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 *         return algos.pad_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                 limit=limit)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 612, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":608
 *         return self.mapping.lookup(values)
 * 
 *     def get_pad_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_pad_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_other);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":615
 *                                 limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 */

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_11get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_14DatetimeEngine_11get_backfill_indexer(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyObject *__pyx_v_other = 0;
  PyObject *__pyx_v_limit = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("get_backfill_indexer (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_other,&__pyx_n_s_limit,0};
    PyObject* values[2] = {0,0};
    values[1] = ((PyObject *)Py_None);
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_other)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (kw_args > 0) {
          PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_limit);
          if (value) { values[1] = value; kw_args--; }
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "get_backfill_indexer") < 0)) __PYX_ERR(0, 615, __pyx_L3_error)
      }
    } else {
      switch (PyTuple_GET_SIZE(__pyx_args)) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        break;
        default: goto __pyx_L5_argtuple_error;
      }
    }
    __pyx_v_other = values[0];
    __pyx_v_limit = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("get_backfill_indexer", 0, 1, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 615, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  __pyx_r = __pyx_pf_6pandas_5index_14DatetimeEngine_10get_backfill_indexer(((struct __pyx_obj_6pandas_5index_DatetimeEngine *)__pyx_v_self), __pyx_v_other, __pyx_v_limit);

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

static PyObject *__pyx_pf_6pandas_5index_14DatetimeEngine_10get_backfill_indexer(struct __pyx_obj_6pandas_5index_DatetimeEngine *__pyx_v_self, PyObject *__pyx_v_other, PyObject *__pyx_v_limit) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  Py_ssize_t __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  __Pyx_RefNannySetupContext("get_backfill_indexer", 0);
  __Pyx_INCREF(__pyx_v_other);

  /* "pandas/index.pyx":616
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_other, __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->_get_box_dtype(__pyx_v_self); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = PyObject_RichCompare(__pyx_t_1, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(0, 616, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (__pyx_t_4) {

    /* "pandas/index.pyx":617
 *     def get_backfill_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')             # <<<<<<<<<<<<<<
 *         other = np.asarray(other).view('i8')
 *         return algos.backfill_int64(self._get_index_values(), other,
 */
    __Pyx_XDECREF(__pyx_r);
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_repeat); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_5 = PyObject_Length(__pyx_v_other); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(0, 617, __pyx_L1_error)
    __pyx_t_2 = PyInt_FromSsize_t(__pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_6 = NULL;
    __pyx_t_5 = 0;
    if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
      __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
      if (likely(__pyx_t_6)) {
        PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
        __Pyx_INCREF(__pyx_t_6);
        __Pyx_INCREF(function);
        __Pyx_DECREF_SET(__pyx_t_1, function);
        __pyx_t_5 = 1;
      }
    }
    __pyx_t_7 = PyTuple_New(2+__pyx_t_5); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_7);
    if (__pyx_t_6) {
      __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
    }
    __Pyx_INCREF(__pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_int_neg_1);
    PyTuple_SET_ITEM(__pyx_t_7, 0+__pyx_t_5, __pyx_int_neg_1);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_7, 1+__pyx_t_5, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_astype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_tuple__6, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 617, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_r = __pyx_t_3;
    __pyx_t_3 = 0;
    goto __pyx_L0;

    /* "pandas/index.pyx":616
 * 
 *     def get_backfill_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():             # <<<<<<<<<<<<<<
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 */
  }

  /* "pandas/index.pyx":618
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')             # <<<<<<<<<<<<<<
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                      limit=limit)
 */
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_asarray); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = NULL;
  if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_7))) {
    __pyx_t_1 = PyMethod_GET_SELF(__pyx_t_7);
    if (likely(__pyx_t_1)) {
      PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_7);
      __Pyx_INCREF(__pyx_t_1);
      __Pyx_INCREF(function);
      __Pyx_DECREF_SET(__pyx_t_7, function);
    }
  }
  if (!__pyx_t_1) {
    __pyx_t_3 = __Pyx_PyObject_CallOneArg(__pyx_t_7, __pyx_v_other); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 618, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
  } else {
    __pyx_t_2 = PyTuple_New(1+1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 618, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_GIVEREF(__pyx_t_1); PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_1); __pyx_t_1 = NULL;
    __Pyx_INCREF(__pyx_v_other);
    __Pyx_GIVEREF(__pyx_v_other);
    PyTuple_SET_ITEM(__pyx_t_2, 0+1, __pyx_v_other);
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 618, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  }
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_view); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_tuple__7, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF_SET(__pyx_v_other, __pyx_t_3);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":619
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 *         return algos.backfill_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                      limit=limit)
 * 
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 619, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_backfill_int64); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 619, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = ((struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine *)__pyx_v_self->__pyx_base.__pyx_base.__pyx_vtab)->__pyx_base.__pyx_base._get_index_values(((struct __pyx_obj_6pandas_5index_IndexEngine *)__pyx_v_self)); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 619, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 619, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_GIVEREF(__pyx_t_3);
  PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_t_3);
  __Pyx_INCREF(__pyx_v_other);
  __Pyx_GIVEREF(__pyx_v_other);
  PyTuple_SET_ITEM(__pyx_t_2, 1, __pyx_v_other);
  __pyx_t_3 = 0;

  /* "pandas/index.pyx":620
 *         other = np.asarray(other).view('i8')
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                      limit=limit)             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_3 = PyDict_New(); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 620, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_t_3, __pyx_n_s_limit, __pyx_v_limit) < 0) __PYX_ERR(0, 620, __pyx_L1_error)

  /* "pandas/index.pyx":619
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')
 *         return algos.backfill_int64(self._get_index_values(), other,             # <<<<<<<<<<<<<<
 *                                      limit=limit)
 * 
 */
  __pyx_t_1 = __Pyx_PyObject_Call(__pyx_t_7, __pyx_t_2, __pyx_t_3); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 619, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "pandas/index.pyx":615
 *                                 limit=limit)
 * 
 *     def get_backfill_indexer(self, other, limit=None):             # <<<<<<<<<<<<<<
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.index.DatetimeEngine.get_backfill_indexer", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_other);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":625
 * cdef class TimedeltaEngine(DatetimeEngine):
 * 
 *     cdef _get_box_dtype(self):             # <<<<<<<<<<<<<<
 *         return 'm8[ns]'
 * 
 */

static PyObject *__pyx_f_6pandas_5index_15TimedeltaEngine__get_box_dtype(CYTHON_UNUSED struct __pyx_obj_6pandas_5index_TimedeltaEngine *__pyx_v_self) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_get_box_dtype", 0);

  /* "pandas/index.pyx":626
 * 
 *     cdef _get_box_dtype(self):
 *         return 'm8[ns]'             # <<<<<<<<<<<<<<
 * 
 * cpdef convert_scalar(ndarray arr, object value):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_kp_s_m8_ns);
  __pyx_r = __pyx_kp_s_m8_ns;
  goto __pyx_L0;

  /* "pandas/index.pyx":625
 * cdef class TimedeltaEngine(DatetimeEngine):
 * 
 *     cdef _get_box_dtype(self):             # <<<<<<<<<<<<<<
 *         return 'm8[ns]'
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":628
 *         return 'm8[ns]'
 * 
 * cpdef convert_scalar(ndarray arr, object value):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         if isinstance(value, np.ndarray):
 */

static PyObject *__pyx_pw_6pandas_5index_5convert_scalar(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_f_6pandas_5index_convert_scalar(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_value, CYTHON_UNUSED int __pyx_skip_dispatch) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  __Pyx_RefNannySetupContext("convert_scalar", 0);

  /* "pandas/index.pyx":629
 * 
 * cpdef convert_scalar(ndarray arr, object value):
 *     if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *         if isinstance(value, np.ndarray):
 *             pass
 */
  switch (__pyx_v_arr->descr->type_num) {
    case NPY_DATETIME:

    /* "pandas/index.pyx":630
 * cpdef convert_scalar(ndarray arr, object value):
 *     if arr.descr.type_num == NPY_DATETIME:
 *         if isinstance(value, np.ndarray):             # <<<<<<<<<<<<<<
 *             pass
 *         elif isinstance(value, Timestamp):
 */
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 630, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_ndarray); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 630, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_3 = PyObject_IsInstance(__pyx_v_value, __pyx_t_2); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(0, 630, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_4 = (__pyx_t_3 != 0);
    if (__pyx_t_4) {
      goto __pyx_L3;
    }

    /* "pandas/index.pyx":632
 *         if isinstance(value, np.ndarray):
 *             pass
 *         elif isinstance(value, Timestamp):             # <<<<<<<<<<<<<<
 *             return value.value
 *         elif value is None or value != value:
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timestamp); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 632, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_4 = PyObject_IsInstance(__pyx_v_value, __pyx_t_2); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(0, 632, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_3 = (__pyx_t_4 != 0);
    if (__pyx_t_3) {

      /* "pandas/index.pyx":633
 *             pass
 *         elif isinstance(value, Timestamp):
 *             return value.value             # <<<<<<<<<<<<<<
 *         elif value is None or value != value:
 *             return iNaT
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_value, __pyx_n_s_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 633, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":632
 *         if isinstance(value, np.ndarray):
 *             pass
 *         elif isinstance(value, Timestamp):             # <<<<<<<<<<<<<<
 *             return value.value
 *         elif value is None or value != value:
 */
    }

    /* "pandas/index.pyx":634
 *         elif isinstance(value, Timestamp):
 *             return value.value
 *         elif value is None or value != value:             # <<<<<<<<<<<<<<
 *             return iNaT
 *         else:
 */
    __pyx_t_4 = (__pyx_v_value == Py_None);
    __pyx_t_5 = (__pyx_t_4 != 0);
    if (!__pyx_t_5) {
    } else {
      __pyx_t_3 = __pyx_t_5;
      goto __pyx_L4_bool_binop_done;
    }
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_value, __pyx_v_value, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 634, __pyx_L1_error)
    __pyx_t_5 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_5 < 0)) __PYX_ERR(0, 634, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_3 = __pyx_t_5;
    __pyx_L4_bool_binop_done:;
    if (__pyx_t_3) {

      /* "pandas/index.pyx":635
 *             return value.value
 *         elif value is None or value != value:
 *             return iNaT             # <<<<<<<<<<<<<<
 *         else:
 *             return Timestamp(value).value
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyInt_From_npy_int64(__pyx_v_6pandas_5index_iNaT); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 635, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":634
 *         elif isinstance(value, Timestamp):
 *             return value.value
 *         elif value is None or value != value:             # <<<<<<<<<<<<<<
 *             return iNaT
 *         else:
 */
    }

    /* "pandas/index.pyx":637
 *             return iNaT
 *         else:
 *             return Timestamp(value).value             # <<<<<<<<<<<<<<
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 *         if isinstance(value, np.ndarray):
 */
    /*else*/ {
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timestamp); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 637, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_6 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
        __pyx_t_6 = PyMethod_GET_SELF(__pyx_t_1);
        if (likely(__pyx_t_6)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
          __Pyx_INCREF(__pyx_t_6);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_1, function);
        }
      }
      if (!__pyx_t_6) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 637, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_7 = PyTuple_New(1+1); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 637, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_7);
        __Pyx_GIVEREF(__pyx_t_6); PyTuple_SET_ITEM(__pyx_t_7, 0, __pyx_t_6); __pyx_t_6 = NULL;
        __Pyx_INCREF(__pyx_v_value);
        __Pyx_GIVEREF(__pyx_v_value);
        PyTuple_SET_ITEM(__pyx_t_7, 0+1, __pyx_v_value);
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_7, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 637, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      }
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 637, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_1;
      __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __pyx_L3:;

    /* "pandas/index.pyx":629
 * 
 * cpdef convert_scalar(ndarray arr, object value):
 *     if arr.descr.type_num == NPY_DATETIME:             # <<<<<<<<<<<<<<
 *         if isinstance(value, np.ndarray):
 *             pass
 */
    break;

    /* "pandas/index.pyx":638
 *         else:
 *             return Timestamp(value).value
 *     elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *         if isinstance(value, np.ndarray):
 *             pass
 */
    case NPY_TIMEDELTA:

    /* "pandas/index.pyx":639
 *             return Timestamp(value).value
 *     elif arr.descr.type_num == NPY_TIMEDELTA:
 *         if isinstance(value, np.ndarray):             # <<<<<<<<<<<<<<
 *             pass
 *         elif isinstance(value, Timedelta):
 */
    __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 639, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_1);
    __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_ndarray); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 639, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_3 = PyObject_IsInstance(__pyx_v_value, __pyx_t_2); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(0, 639, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_5 = (__pyx_t_3 != 0);
    if (__pyx_t_5) {
      goto __pyx_L6;
    }

    /* "pandas/index.pyx":641
 *         if isinstance(value, np.ndarray):
 *             pass
 *         elif isinstance(value, Timedelta):             # <<<<<<<<<<<<<<
 *             return value.value
 *         elif value is None or value != value:
 */
    __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timedelta); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_t_5 = PyObject_IsInstance(__pyx_v_value, __pyx_t_2); if (unlikely(__pyx_t_5 == -1)) __PYX_ERR(0, 641, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_3 = (__pyx_t_5 != 0);
    if (__pyx_t_3) {

      /* "pandas/index.pyx":642
 *             pass
 *         elif isinstance(value, Timedelta):
 *             return value.value             # <<<<<<<<<<<<<<
 *         elif value is None or value != value:
 *             return iNaT
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_v_value, __pyx_n_s_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 642, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":641
 *         if isinstance(value, np.ndarray):
 *             pass
 *         elif isinstance(value, Timedelta):             # <<<<<<<<<<<<<<
 *             return value.value
 *         elif value is None or value != value:
 */
    }

    /* "pandas/index.pyx":643
 *         elif isinstance(value, Timedelta):
 *             return value.value
 *         elif value is None or value != value:             # <<<<<<<<<<<<<<
 *             return iNaT
 *         else:
 */
    __pyx_t_5 = (__pyx_v_value == Py_None);
    __pyx_t_4 = (__pyx_t_5 != 0);
    if (!__pyx_t_4) {
    } else {
      __pyx_t_3 = __pyx_t_4;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_value, __pyx_v_value, Py_NE); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 643, __pyx_L1_error)
    __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_4 < 0)) __PYX_ERR(0, 643, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_3 = __pyx_t_4;
    __pyx_L7_bool_binop_done:;
    if (__pyx_t_3) {

      /* "pandas/index.pyx":644
 *             return value.value
 *         elif value is None or value != value:
 *             return iNaT             # <<<<<<<<<<<<<<
 *         else:
 *             return Timedelta(value).value
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_2 = __Pyx_PyInt_From_npy_int64(__pyx_v_6pandas_5index_iNaT); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 644, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_2);
      __pyx_r = __pyx_t_2;
      __pyx_t_2 = 0;
      goto __pyx_L0;

      /* "pandas/index.pyx":643
 *         elif isinstance(value, Timedelta):
 *             return value.value
 *         elif value is None or value != value:             # <<<<<<<<<<<<<<
 *             return iNaT
 *         else:
 */
    }

    /* "pandas/index.pyx":646
 *             return iNaT
 *         else:
 *             return Timedelta(value).value             # <<<<<<<<<<<<<<
 * 
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):
 */
    /*else*/ {
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_Timedelta); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 646, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_7 = NULL;
      if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_1))) {
        __pyx_t_7 = PyMethod_GET_SELF(__pyx_t_1);
        if (likely(__pyx_t_7)) {
          PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_1);
          __Pyx_INCREF(__pyx_t_7);
          __Pyx_INCREF(function);
          __Pyx_DECREF_SET(__pyx_t_1, function);
        }
      }
      if (!__pyx_t_7) {
        __pyx_t_2 = __Pyx_PyObject_CallOneArg(__pyx_t_1, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 646, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
      } else {
        __pyx_t_6 = PyTuple_New(1+1); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 646, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_6);
        __Pyx_GIVEREF(__pyx_t_7); PyTuple_SET_ITEM(__pyx_t_6, 0, __pyx_t_7); __pyx_t_7 = NULL;
        __Pyx_INCREF(__pyx_v_value);
        __Pyx_GIVEREF(__pyx_v_value);
        PyTuple_SET_ITEM(__pyx_t_6, 0+1, __pyx_v_value);
        __pyx_t_2 = __Pyx_PyObject_Call(__pyx_t_1, __pyx_t_6, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 646, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_2);
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      }
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_value); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 646, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_r = __pyx_t_1;
      __pyx_t_1 = 0;
      goto __pyx_L0;
    }
    __pyx_L6:;

    /* "pandas/index.pyx":638
 *         else:
 *             return Timestamp(value).value
 *     elif arr.descr.type_num == NPY_TIMEDELTA:             # <<<<<<<<<<<<<<
 *         if isinstance(value, np.ndarray):
 *             pass
 */
    break;
    default: break;
  }

  /* "pandas/index.pyx":648
 *             return Timedelta(value).value
 * 
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):             # <<<<<<<<<<<<<<
 *         if util.is_float_object(value) and value != value:
 *             raise ValueError('Cannot assign nan to integer series')
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(((PyObject *)__pyx_v_arr), __pyx_n_s_dtype); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_type); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_6 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_integer); if (unlikely(!__pyx_t_6)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_6);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s_np); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_7 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s_bool); if (unlikely(!__pyx_t_7)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_7);
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_1 = PyTuple_New(2); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __Pyx_GIVEREF(__pyx_t_6);
  PyTuple_SET_ITEM(__pyx_t_1, 0, __pyx_t_6);
  __Pyx_GIVEREF(__pyx_t_7);
  PyTuple_SET_ITEM(__pyx_t_1, 1, __pyx_t_7);
  __pyx_t_6 = 0;
  __pyx_t_7 = 0;
  __pyx_t_3 = PyObject_IsSubclass(__pyx_t_2, __pyx_t_1); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(0, 648, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (__pyx_t_4) {

    /* "pandas/index.pyx":649
 * 
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):
 *         if util.is_float_object(value) and value != value:             # <<<<<<<<<<<<<<
 *             raise ValueError('Cannot assign nan to integer series')
 * 
 */
    __pyx_t_3 = (is_float_object(__pyx_v_value) != 0);
    if (__pyx_t_3) {
    } else {
      __pyx_t_4 = __pyx_t_3;
      goto __pyx_L11_bool_binop_done;
    }
    __pyx_t_1 = PyObject_RichCompare(__pyx_v_value, __pyx_v_value, Py_NE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 649, __pyx_L1_error)
    __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_3 < 0)) __PYX_ERR(0, 649, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
    __pyx_t_4 = __pyx_t_3;
    __pyx_L11_bool_binop_done:;
    if (__pyx_t_4) {

      /* "pandas/index.pyx":650
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):
 *         if util.is_float_object(value) and value != value:
 *             raise ValueError('Cannot assign nan to integer series')             # <<<<<<<<<<<<<<
 * 
 *     return value
 */
      __pyx_t_1 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__8, NULL); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 650, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_Raise(__pyx_t_1, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __PYX_ERR(0, 650, __pyx_L1_error)

      /* "pandas/index.pyx":649
 * 
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):
 *         if util.is_float_object(value) and value != value:             # <<<<<<<<<<<<<<
 *             raise ValueError('Cannot assign nan to integer series')
 * 
 */
    }

    /* "pandas/index.pyx":648
 *             return Timedelta(value).value
 * 
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):             # <<<<<<<<<<<<<<
 *         if util.is_float_object(value) and value != value:
 *             raise ValueError('Cannot assign nan to integer series')
 */
  }

  /* "pandas/index.pyx":652
 *             raise ValueError('Cannot assign nan to integer series')
 * 
 *     return value             # <<<<<<<<<<<<<<
 * 
 * cdef inline _to_i8(object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __Pyx_INCREF(__pyx_v_value);
  __pyx_r = __pyx_v_value;
  goto __pyx_L0;

  /* "pandas/index.pyx":628
 *         return 'm8[ns]'
 * 
 * cpdef convert_scalar(ndarray arr, object value):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         if isinstance(value, np.ndarray):
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_AddTraceback("pandas.index.convert_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* Python wrapper */
static PyObject *__pyx_pw_6pandas_5index_5convert_scalar(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
static PyObject *__pyx_pw_6pandas_5index_5convert_scalar(PyObject *__pyx_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
  PyArrayObject *__pyx_v_arr = 0;
  PyObject *__pyx_v_value = 0;
  PyObject *__pyx_r = 0;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("convert_scalar (wrapper)", 0);
  {
    static PyObject **__pyx_pyargnames[] = {&__pyx_n_s_arr,&__pyx_n_s_value,0};
    PyObject* values[2] = {0,0};
    if (unlikely(__pyx_kwds)) {
      Py_ssize_t kw_args;
      const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args);
      switch (pos_args) {
        case  2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
        case  1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
        case  0: break;
        default: goto __pyx_L5_argtuple_error;
      }
      kw_args = PyDict_Size(__pyx_kwds);
      switch (pos_args) {
        case  0:
        if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_arr)) != 0)) kw_args--;
        else goto __pyx_L5_argtuple_error;
        case  1:
        if (likely((values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s_value)) != 0)) kw_args--;
        else {
          __Pyx_RaiseArgtupleInvalid("convert_scalar", 1, 2, 2, 1); __PYX_ERR(0, 628, __pyx_L3_error)
        }
      }
      if (unlikely(kw_args > 0)) {
        if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "convert_scalar") < 0)) __PYX_ERR(0, 628, __pyx_L3_error)
      }
    } else if (PyTuple_GET_SIZE(__pyx_args) != 2) {
      goto __pyx_L5_argtuple_error;
    } else {
      values[0] = PyTuple_GET_ITEM(__pyx_args, 0);
      values[1] = PyTuple_GET_ITEM(__pyx_args, 1);
    }
    __pyx_v_arr = ((PyArrayObject *)values[0]);
    __pyx_v_value = values[1];
  }
  goto __pyx_L4_argument_unpacking_done;
  __pyx_L5_argtuple_error:;
  __Pyx_RaiseArgtupleInvalid("convert_scalar", 1, 2, 2, PyTuple_GET_SIZE(__pyx_args)); __PYX_ERR(0, 628, __pyx_L3_error)
  __pyx_L3_error:;
  __Pyx_AddTraceback("pandas.index.convert_scalar", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __Pyx_RefNannyFinishContext();
  return NULL;
  __pyx_L4_argument_unpacking_done:;
  if (unlikely(!__Pyx_ArgTypeTest(((PyObject *)__pyx_v_arr), __pyx_ptype_5numpy_ndarray, 1, "arr", 0))) __PYX_ERR(0, 628, __pyx_L1_error)
  __pyx_r = __pyx_pf_6pandas_5index_4convert_scalar(__pyx_self, __pyx_v_arr, __pyx_v_value);

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

static PyObject *__pyx_pf_6pandas_5index_4convert_scalar(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("convert_scalar", 0);
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_6pandas_5index_convert_scalar(__pyx_v_arr, __pyx_v_value, 0); if (unlikely(!__pyx_t_1)) __PYX_ERR(0, 628, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

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

/* "pandas/index.pyx":654
 *     return value
 * 
 * cdef inline _to_i8(object val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     try:
 */

static CYTHON_INLINE PyObject *__pyx_f_6pandas_5index__to_i8(PyObject *__pyx_v_val) {
  pandas_datetimestruct __pyx_v_dts;
  PyObject *__pyx_v_tzinfo = NULL;
  PyObject *__pyx_v_ival = NULL;
  PyObject *__pyx_v_offset = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  int __pyx_t_11;
  PyObject *__pyx_t_12 = NULL;
  PyObject *__pyx_t_13 = NULL;
  Py_ssize_t __pyx_t_14;
  PyObject *__pyx_t_15 = NULL;
  __Pyx_RefNannySetupContext("_to_i8", 0);

  /* "pandas/index.pyx":656
 * cdef inline _to_i8(object val):
 *     cdef pandas_datetimestruct dts
 *     try:             # <<<<<<<<<<<<<<
 *         return val.value
 *     except AttributeError:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "pandas/index.pyx":657
 *     cdef pandas_datetimestruct dts
 *     try:
 *         return val.value             # <<<<<<<<<<<<<<
 *     except AttributeError:
 *         if util.is_datetime64_object(val):
 */
      __Pyx_XDECREF(__pyx_r);
      __pyx_t_4 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_value); if (unlikely(!__pyx_t_4)) __PYX_ERR(0, 657, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_4);
      __pyx_r = __pyx_t_4;
      __pyx_t_4 = 0;
      goto __pyx_L7_try_return;

      /* "pandas/index.pyx":656
 * cdef inline _to_i8(object val):
 *     cdef pandas_datetimestruct dts
 *     try:             # <<<<<<<<<<<<<<
 *         return val.value
 *     except AttributeError:
 */
    }
    __pyx_L3_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;

    /* "pandas/index.pyx":658
 *     try:
 *         return val.value
 *     except AttributeError:             # <<<<<<<<<<<<<<
 *         if util.is_datetime64_object(val):
 *             return get_datetime64_value(val)
 */
    __pyx_t_5 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_AttributeError);
    if (__pyx_t_5) {
      __Pyx_AddTraceback("pandas.index._to_i8", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_4, &__pyx_t_6, &__pyx_t_7) < 0) __PYX_ERR(0, 658, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_4);
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_GOTREF(__pyx_t_7);

      /* "pandas/index.pyx":659
 *         return val.value
 *     except AttributeError:
 *         if util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *             return get_datetime64_value(val)
 *         elif PyDateTime_Check(val):
 */
      __pyx_t_8 = (is_datetime64_object(__pyx_v_val) != 0);
      if (__pyx_t_8) {

        /* "pandas/index.pyx":660
 *     except AttributeError:
 *         if util.is_datetime64_object(val):
 *             return get_datetime64_value(val)             # <<<<<<<<<<<<<<
 *         elif PyDateTime_Check(val):
 *             tzinfo = getattr(val, 'tzinfo', None)
 */
        __Pyx_XDECREF(__pyx_r);
        __pyx_t_9 = __Pyx_PyInt_From_npy_int64(get_datetime64_value(__pyx_v_val)); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 660, __pyx_L5_except_error)
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_r = __pyx_t_9;
        __pyx_t_9 = 0;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        goto __pyx_L6_except_return;

        /* "pandas/index.pyx":659
 *         return val.value
 *     except AttributeError:
 *         if util.is_datetime64_object(val):             # <<<<<<<<<<<<<<
 *             return get_datetime64_value(val)
 *         elif PyDateTime_Check(val):
 */
      }

      /* "pandas/index.pyx":661
 *         if util.is_datetime64_object(val):
 *             return get_datetime64_value(val)
 *         elif PyDateTime_Check(val):             # <<<<<<<<<<<<<<
 *             tzinfo = getattr(val, 'tzinfo', None)
 *             # Save the original date value so we can get the utcoffset from it.
 */
      __pyx_t_8 = (PyDateTime_Check(__pyx_v_val) != 0);
      if (__pyx_t_8) {

        /* "pandas/index.pyx":662
 *             return get_datetime64_value(val)
 *         elif PyDateTime_Check(val):
 *             tzinfo = getattr(val, 'tzinfo', None)             # <<<<<<<<<<<<<<
 *             # Save the original date value so we can get the utcoffset from it.
 *             ival = _pydatetime_to_dts(val, &dts)
 */
        __pyx_t_9 = __Pyx_GetAttr3(__pyx_v_val, __pyx_n_s_tzinfo, Py_None); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 662, __pyx_L5_except_error)
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_v_tzinfo = __pyx_t_9;
        __pyx_t_9 = 0;

        /* "pandas/index.pyx":664
 *             tzinfo = getattr(val, 'tzinfo', None)
 *             # Save the original date value so we can get the utcoffset from it.
 *             ival = _pydatetime_to_dts(val, &dts)             # <<<<<<<<<<<<<<
 *             if tzinfo is not None and not _is_utc(tzinfo):
 *                 offset = tslib._get_utcoffset(tzinfo, val)
 */
        __pyx_t_9 = __Pyx_PyInt_From_npy_int64(__pyx_f_8datetime__pydatetime_to_dts(__pyx_v_val, (&__pyx_v_dts))); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 664, __pyx_L5_except_error)
        __Pyx_GOTREF(__pyx_t_9);
        __pyx_v_ival = __pyx_t_9;
        __pyx_t_9 = 0;

        /* "pandas/index.pyx":665
 *             # Save the original date value so we can get the utcoffset from it.
 *             ival = _pydatetime_to_dts(val, &dts)
 *             if tzinfo is not None and not _is_utc(tzinfo):             # <<<<<<<<<<<<<<
 *                 offset = tslib._get_utcoffset(tzinfo, val)
 *                 ival -= tslib._delta_to_nanoseconds(offset)
 */
        __pyx_t_10 = (__pyx_v_tzinfo != Py_None);
        __pyx_t_11 = (__pyx_t_10 != 0);
        if (__pyx_t_11) {
        } else {
          __pyx_t_8 = __pyx_t_11;
          goto __pyx_L15_bool_binop_done;
        }
        __pyx_t_11 = ((!(__pyx_f_6pandas_5index__is_utc(__pyx_v_tzinfo) != 0)) != 0);
        __pyx_t_8 = __pyx_t_11;
        __pyx_L15_bool_binop_done:;
        if (__pyx_t_8) {

          /* "pandas/index.pyx":666
 *             ival = _pydatetime_to_dts(val, &dts)
 *             if tzinfo is not None and not _is_utc(tzinfo):
 *                 offset = tslib._get_utcoffset(tzinfo, val)             # <<<<<<<<<<<<<<
 *                 ival -= tslib._delta_to_nanoseconds(offset)
 *             return ival
 */
          __pyx_t_12 = __Pyx_GetModuleGlobalName(__pyx_n_s_tslib); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 666, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_12);
          __pyx_t_13 = __Pyx_PyObject_GetAttrStr(__pyx_t_12, __pyx_n_s_get_utcoffset); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 666, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_13);
          __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
          __pyx_t_12 = NULL;
          __pyx_t_14 = 0;
          if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_13))) {
            __pyx_t_12 = PyMethod_GET_SELF(__pyx_t_13);
            if (likely(__pyx_t_12)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_13);
              __Pyx_INCREF(__pyx_t_12);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_13, function);
              __pyx_t_14 = 1;
            }
          }
          __pyx_t_15 = PyTuple_New(2+__pyx_t_14); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 666, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_15);
          if (__pyx_t_12) {
            __Pyx_GIVEREF(__pyx_t_12); PyTuple_SET_ITEM(__pyx_t_15, 0, __pyx_t_12); __pyx_t_12 = NULL;
          }
          __Pyx_INCREF(__pyx_v_tzinfo);
          __Pyx_GIVEREF(__pyx_v_tzinfo);
          PyTuple_SET_ITEM(__pyx_t_15, 0+__pyx_t_14, __pyx_v_tzinfo);
          __Pyx_INCREF(__pyx_v_val);
          __Pyx_GIVEREF(__pyx_v_val);
          PyTuple_SET_ITEM(__pyx_t_15, 1+__pyx_t_14, __pyx_v_val);
          __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_13, __pyx_t_15, NULL); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 666, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_9);
          __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
          __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
          __pyx_v_offset = __pyx_t_9;
          __pyx_t_9 = 0;

          /* "pandas/index.pyx":667
 *             if tzinfo is not None and not _is_utc(tzinfo):
 *                 offset = tslib._get_utcoffset(tzinfo, val)
 *                 ival -= tslib._delta_to_nanoseconds(offset)             # <<<<<<<<<<<<<<
 *             return ival
 *         return val
 */
          __pyx_t_13 = __Pyx_GetModuleGlobalName(__pyx_n_s_tslib); if (unlikely(!__pyx_t_13)) __PYX_ERR(0, 667, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_13);
          __pyx_t_15 = __Pyx_PyObject_GetAttrStr(__pyx_t_13, __pyx_n_s_delta_to_nanoseconds); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 667, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_15);
          __Pyx_DECREF(__pyx_t_13); __pyx_t_13 = 0;
          __pyx_t_13 = NULL;
          if (CYTHON_COMPILING_IN_CPYTHON && unlikely(PyMethod_Check(__pyx_t_15))) {
            __pyx_t_13 = PyMethod_GET_SELF(__pyx_t_15);
            if (likely(__pyx_t_13)) {
              PyObject* function = PyMethod_GET_FUNCTION(__pyx_t_15);
              __Pyx_INCREF(__pyx_t_13);
              __Pyx_INCREF(function);
              __Pyx_DECREF_SET(__pyx_t_15, function);
            }
          }
          if (!__pyx_t_13) {
            __pyx_t_9 = __Pyx_PyObject_CallOneArg(__pyx_t_15, __pyx_v_offset); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 667, __pyx_L5_except_error)
            __Pyx_GOTREF(__pyx_t_9);
          } else {
            __pyx_t_12 = PyTuple_New(1+1); if (unlikely(!__pyx_t_12)) __PYX_ERR(0, 667, __pyx_L5_except_error)
            __Pyx_GOTREF(__pyx_t_12);
            __Pyx_GIVEREF(__pyx_t_13); PyTuple_SET_ITEM(__pyx_t_12, 0, __pyx_t_13); __pyx_t_13 = NULL;
            __Pyx_INCREF(__pyx_v_offset);
            __Pyx_GIVEREF(__pyx_v_offset);
            PyTuple_SET_ITEM(__pyx_t_12, 0+1, __pyx_v_offset);
            __pyx_t_9 = __Pyx_PyObject_Call(__pyx_t_15, __pyx_t_12, NULL); if (unlikely(!__pyx_t_9)) __PYX_ERR(0, 667, __pyx_L5_except_error)
            __Pyx_GOTREF(__pyx_t_9);
            __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0;
          }
          __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0;
          __pyx_t_15 = PyNumber_InPlaceSubtract(__pyx_v_ival, __pyx_t_9); if (unlikely(!__pyx_t_15)) __PYX_ERR(0, 667, __pyx_L5_except_error)
          __Pyx_GOTREF(__pyx_t_15);
          __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
          __Pyx_DECREF_SET(__pyx_v_ival, __pyx_t_15);
          __pyx_t_15 = 0;

          /* "pandas/index.pyx":665
 *             # Save the original date value so we can get the utcoffset from it.
 *             ival = _pydatetime_to_dts(val, &dts)
 *             if tzinfo is not None and not _is_utc(tzinfo):             # <<<<<<<<<<<<<<
 *                 offset = tslib._get_utcoffset(tzinfo, val)
 *                 ival -= tslib._delta_to_nanoseconds(offset)
 */
        }

        /* "pandas/index.pyx":668
 *                 offset = tslib._get_utcoffset(tzinfo, val)
 *                 ival -= tslib._delta_to_nanoseconds(offset)
 *             return ival             # <<<<<<<<<<<<<<
 *         return val
 * 
 */
        __Pyx_XDECREF(__pyx_r);
        __Pyx_INCREF(__pyx_v_ival);
        __pyx_r = __pyx_v_ival;
        __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
        __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
        __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
        goto __pyx_L6_except_return;

        /* "pandas/index.pyx":661
 *         if util.is_datetime64_object(val):
 *             return get_datetime64_value(val)
 *         elif PyDateTime_Check(val):             # <<<<<<<<<<<<<<
 *             tzinfo = getattr(val, 'tzinfo', None)
 *             # Save the original date value so we can get the utcoffset from it.
 */
      }

      /* "pandas/index.pyx":669
 *                 ival -= tslib._delta_to_nanoseconds(offset)
 *             return ival
 *         return val             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _is_utc(object tz):
 */
      __Pyx_XDECREF(__pyx_r);
      __Pyx_INCREF(__pyx_v_val);
      __pyx_r = __pyx_v_val;
      __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "pandas/index.pyx":656
 * cdef inline _to_i8(object val):
 *     cdef pandas_datetimestruct dts
 *     try:             # <<<<<<<<<<<<<<
 *         return val.value
 *     except AttributeError:
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "pandas/index.pyx":654
 *     return value
 * 
 * cdef inline _to_i8(object val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     try:
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_12);
  __Pyx_XDECREF(__pyx_t_13);
  __Pyx_XDECREF(__pyx_t_15);
  __Pyx_AddTraceback("pandas.index._to_i8", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_tzinfo);
  __Pyx_XDECREF(__pyx_v_ival);
  __Pyx_XDECREF(__pyx_v_offset);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "pandas/index.pyx":671
 *         return val
 * 
 * cdef inline bint _is_utc(object tz):             # <<<<<<<<<<<<<<
 *     return tz is UTC or isinstance(tz, _du_utc)
 */

static CYTHON_INLINE int __pyx_f_6pandas_5index__is_utc(PyObject *__pyx_v_tz) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  int __pyx_t_4;
  __Pyx_RefNannySetupContext("_is_utc", 0);

  /* "pandas/index.pyx":672
 * 
 * cdef inline bint _is_utc(object tz):
 *     return tz is UTC or isinstance(tz, _du_utc)             # <<<<<<<<<<<<<<
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_UTC); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 672, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = (__pyx_v_tz == __pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_4 = (__pyx_t_3 != 0);
  if (!__pyx_t_4) {
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_du_utc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 672, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_4 = PyObject_IsInstance(__pyx_v_tz, __pyx_t_2); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(0, 672, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_3 = (__pyx_t_4 != 0);
  __pyx_t_1 = __pyx_t_3;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "pandas/index.pyx":671
 *         return val
 * 
 * cdef inline bint _is_utc(object tz):             # <<<<<<<<<<<<<<
 *     return tz is UTC or isinstance(tz, _du_utc)
 */

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

/* "datetime.pxd":129
 * 
 * 
 * cdef inline _string_to_dts(object val, pandas_datetimestruct* dts,             # <<<<<<<<<<<<<<
 *                            int* out_local, int* out_tzoffset):
 *     cdef int result
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__string_to_dts(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts, int *__pyx_v_out_local, int *__pyx_v_out_tzoffset) {
  int __pyx_v_result;
  char *__pyx_v_tmp;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  char *__pyx_t_3;
  Py_ssize_t __pyx_t_4;
  PyObject *__pyx_t_5 = NULL;
  __Pyx_RefNannySetupContext("_string_to_dts", 0);
  __Pyx_INCREF(__pyx_v_val);

  /* "datetime.pxd":134
 *     cdef char *tmp
 * 
 *     if PyUnicode_Check(val):             # <<<<<<<<<<<<<<
 *         val = PyUnicode_AsASCIIString(val);
 * 
 */
  __pyx_t_1 = (PyUnicode_Check(__pyx_v_val) != 0);
  if (__pyx_t_1) {

    /* "datetime.pxd":135
 * 
 *     if PyUnicode_Check(val):
 *         val = PyUnicode_AsASCIIString(val);             # <<<<<<<<<<<<<<
 * 
 *     tmp = val
 */
    __pyx_t_2 = PyUnicode_AsASCIIString(__pyx_v_val); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 135, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF_SET(__pyx_v_val, __pyx_t_2);
    __pyx_t_2 = 0;

    /* "datetime.pxd":134
 *     cdef char *tmp
 * 
 *     if PyUnicode_Check(val):             # <<<<<<<<<<<<<<
 *         val = PyUnicode_AsASCIIString(val);
 * 
 */
  }

  /* "datetime.pxd":137
 *         val = PyUnicode_AsASCIIString(val);
 * 
 *     tmp = val             # <<<<<<<<<<<<<<
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)
 * 
 */
  __pyx_t_3 = __Pyx_PyObject_AsString(__pyx_v_val); if (unlikely((!__pyx_t_3) && PyErr_Occurred())) __PYX_ERR(1, 137, __pyx_L1_error)
  __pyx_v_tmp = __pyx_t_3;

  /* "datetime.pxd":138
 * 
 *     tmp = val
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)             # <<<<<<<<<<<<<<
 * 
 *     if result == -1:
 */
  __pyx_t_4 = PyObject_Length(__pyx_v_val); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(1, 138, __pyx_L1_error)
  __pyx_v_result = __pyx_f_8datetime__cstring_to_dts(__pyx_v_tmp, __pyx_t_4, __pyx_v_dts, __pyx_v_out_local, __pyx_v_out_tzoffset);

  /* "datetime.pxd":140
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)
 * 
 *     if result == -1:             # <<<<<<<<<<<<<<
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 */
  __pyx_t_1 = ((__pyx_v_result == -1L) != 0);
  if (__pyx_t_1) {

    /* "datetime.pxd":141
 * 
 *     if result == -1:
 *         raise ValueError('Unable to parse %s' % str(val))             # <<<<<<<<<<<<<<
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,
 */
    __pyx_t_2 = PyTuple_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_INCREF(__pyx_v_val);
    __Pyx_GIVEREF(__pyx_v_val);
    PyTuple_SET_ITEM(__pyx_t_2, 0, __pyx_v_val);
    __pyx_t_5 = __Pyx_PyObject_Call(((PyObject *)(&PyString_Type)), __pyx_t_2, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyString_Format(__pyx_kp_s_Unable_to_parse_s, __pyx_t_5); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyTuple_New(1); if (unlikely(!__pyx_t_5)) __PYX_ERR(1, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_GIVEREF(__pyx_t_2);
    PyTuple_SET_ITEM(__pyx_t_5, 0, __pyx_t_2);
    __pyx_t_2 = 0;
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_5, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(1, 141, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(1, 141, __pyx_L1_error)

    /* "datetime.pxd":140
 *     result = _cstring_to_dts(tmp, len(val), dts, out_local, out_tzoffset)
 * 
 *     if result == -1:             # <<<<<<<<<<<<<<
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 */
  }

  /* "datetime.pxd":129
 * 
 * 
 * cdef inline _string_to_dts(object val, pandas_datetimestruct* dts,             # <<<<<<<<<<<<<<
 *                            int* out_local, int* out_tzoffset):
 *     cdef int result
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("datetime._string_to_dts", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_val);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":143
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,             # <<<<<<<<<<<<<<
 *                                 pandas_datetimestruct* dts,
 *                                 int* out_local, int* out_tzoffset):
 */

static CYTHON_INLINE int __pyx_f_8datetime__cstring_to_dts(char *__pyx_v_val, int __pyx_v_length, pandas_datetimestruct *__pyx_v_dts, int *__pyx_v_out_local, int *__pyx_v_out_tzoffset) {
  npy_bool __pyx_v_special;
  PANDAS_DATETIMEUNIT __pyx_v_out_bestunit;
  int __pyx_v_result;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_cstring_to_dts", 0);

  /* "datetime.pxd":151
 *         int result
 * 
 *     result = parse_iso_8601_datetime(val, length, PANDAS_FR_ns,             # <<<<<<<<<<<<<<
 *                                      NPY_UNSAFE_CASTING,
 *                                      dts, out_local, out_tzoffset, &out_bestunit, &special)
 */
  __pyx_v_result = parse_iso_8601_datetime(__pyx_v_val, __pyx_v_length, PANDAS_FR_ns, NPY_UNSAFE_CASTING, __pyx_v_dts, __pyx_v_out_local, __pyx_v_out_tzoffset, (&__pyx_v_out_bestunit), (&__pyx_v_special));

  /* "datetime.pxd":154
 *                                      NPY_UNSAFE_CASTING,
 *                                      dts, out_local, out_tzoffset, &out_bestunit, &special)
 *     return result             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_result;
  goto __pyx_L0;

  /* "datetime.pxd":143
 *         raise ValueError('Unable to parse %s' % str(val))
 * 
 * cdef inline int _cstring_to_dts(char *val, int length,             # <<<<<<<<<<<<<<
 *                                 pandas_datetimestruct* dts,
 *                                 int* out_local, int* out_tzoffset):
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":157
 * 
 * 
 * cdef inline object _datetime64_to_datetime(int64_t val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__datetime64_to_datetime(__pyx_t_5numpy_int64_t __pyx_v_val) {
  pandas_datetimestruct __pyx_v_dts;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("_datetime64_to_datetime", 0);

  /* "datetime.pxd":159
 * cdef inline object _datetime64_to_datetime(int64_t val):
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)             # <<<<<<<<<<<<<<
 *     return _dts_to_pydatetime(&dts)
 * 
 */
  pandas_datetime_to_datetimestruct(__pyx_v_val, PANDAS_FR_ns, (&__pyx_v_dts));

  /* "datetime.pxd":160
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 *     return _dts_to_pydatetime(&dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __pyx_f_8datetime__dts_to_pydatetime((&__pyx_v_dts)); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 160, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "datetime.pxd":157
 * 
 * 
 * cdef inline object _datetime64_to_datetime(int64_t val):             # <<<<<<<<<<<<<<
 *     cdef pandas_datetimestruct dts
 *     pandas_datetime_to_datetimestruct(val, PANDAS_FR_ns, &dts)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("datetime._datetime64_to_datetime", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":162
 *     return _dts_to_pydatetime(&dts)
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 */

static CYTHON_INLINE PyObject *__pyx_f_8datetime__dts_to_pydatetime(pandas_datetimestruct *__pyx_v_dts) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("_dts_to_pydatetime", 0);

  /* "datetime.pxd":163
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,             # <<<<<<<<<<<<<<
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)
 */
  __Pyx_XDECREF(__pyx_r);

  /* "datetime.pxd":165
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 */
  __pyx_t_1 = PyDateTime_FromDateAndTime(__pyx_v_dts->year, __pyx_v_dts->month, __pyx_v_dts->day, __pyx_v_dts->hour, __pyx_v_dts->min, __pyx_v_dts->sec, __pyx_v_dts->us); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 163, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);

  /* "datetime.pxd":163
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,             # <<<<<<<<<<<<<<
 *                                                dts.day, dts.hour,
 *                                                dts.min, dts.sec, dts.us)
 */
  __Pyx_INCREF(((PyObject *)__pyx_t_1));
  __pyx_r = __pyx_t_1;
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "datetime.pxd":162
 *     return _dts_to_pydatetime(&dts)
 * 
 * cdef inline object _dts_to_pydatetime(pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     return <object> PyDateTime_FromDateAndTime(dts.year, dts.month,
 *                                                dts.day, dts.hour,
 */

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

/* "datetime.pxd":167
 *                                                dts.min, dts.sec, dts.us)
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__pydatetime_to_dts(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_pydatetime_to_dts", 0);

  /* "datetime.pxd":168
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)             # <<<<<<<<<<<<<<
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 168, __pyx_L1_error)
  __pyx_v_dts->year = PyDateTime_GET_YEAR(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":169
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)             # <<<<<<<<<<<<<<
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 169, __pyx_L1_error)
  __pyx_v_dts->month = PyDateTime_GET_MONTH(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":170
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)             # <<<<<<<<<<<<<<
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 170, __pyx_L1_error)
  __pyx_v_dts->day = PyDateTime_GET_DAY(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":171
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)             # <<<<<<<<<<<<<<
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 */
  __pyx_v_dts->hour = PyDateTime_DATE_GET_HOUR(__pyx_v_val);

  /* "datetime.pxd":172
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)             # <<<<<<<<<<<<<<
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 */
  __pyx_v_dts->min = PyDateTime_DATE_GET_MINUTE(__pyx_v_val);

  /* "datetime.pxd":173
 *     dts.hour = PyDateTime_DATE_GET_HOUR(val)
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)             # <<<<<<<<<<<<<<
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0
 */
  __pyx_v_dts->sec = PyDateTime_DATE_GET_SECOND(__pyx_v_val);

  /* "datetime.pxd":174
 *     dts.min = PyDateTime_DATE_GET_MINUTE(val)
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_v_dts->us = PyDateTime_DATE_GET_MICROSECOND(__pyx_v_val);

  /* "datetime.pxd":175
 *     dts.sec = PyDateTime_DATE_GET_SECOND(val)
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":176
 *     dts.us = PyDateTime_DATE_GET_MICROSECOND(val)
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":167
 *                                                dts.min, dts.sec, dts.us)
 * 
 * cdef inline int64_t _pydatetime_to_dts(object val, pandas_datetimestruct *dts):             # <<<<<<<<<<<<<<
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("datetime._pydatetime_to_dts", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":178
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__dtlike_to_datetime64(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  npy_int64 __pyx_t_2;
  npy_int32 __pyx_t_3;
  __Pyx_RefNannySetupContext("_dtlike_to_datetime64", 0);

  /* "datetime.pxd":180
 * cdef inline int64_t _dtlike_to_datetime64(object val,
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year             # <<<<<<<<<<<<<<
 *     dts.month = val.month
 *     dts.day = val.day
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_year); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 180, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __Pyx_PyInt_As_npy_int64(__pyx_t_1); if (unlikely((__pyx_t_2 == (npy_int64)-1) && PyErr_Occurred())) __PYX_ERR(1, 180, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->year = __pyx_t_2;

  /* "datetime.pxd":181
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 *     dts.month = val.month             # <<<<<<<<<<<<<<
 *     dts.day = val.day
 *     dts.hour = val.hour
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_month); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 181, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 181, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->month = __pyx_t_3;

  /* "datetime.pxd":182
 *     dts.year = val.year
 *     dts.month = val.month
 *     dts.day = val.day             # <<<<<<<<<<<<<<
 *     dts.hour = val.hour
 *     dts.min = val.minute
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_day); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 182, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 182, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->day = __pyx_t_3;

  /* "datetime.pxd":183
 *     dts.month = val.month
 *     dts.day = val.day
 *     dts.hour = val.hour             # <<<<<<<<<<<<<<
 *     dts.min = val.minute
 *     dts.sec = val.second
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_hour); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 183, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 183, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->hour = __pyx_t_3;

  /* "datetime.pxd":184
 *     dts.day = val.day
 *     dts.hour = val.hour
 *     dts.min = val.minute             # <<<<<<<<<<<<<<
 *     dts.sec = val.second
 *     dts.us = val.microsecond
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_minute); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 184, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 184, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->min = __pyx_t_3;

  /* "datetime.pxd":185
 *     dts.hour = val.hour
 *     dts.min = val.minute
 *     dts.sec = val.second             # <<<<<<<<<<<<<<
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_second); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 185, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 185, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->sec = __pyx_t_3;

  /* "datetime.pxd":186
 *     dts.min = val.minute
 *     dts.sec = val.second
 *     dts.us = val.microsecond             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_val, __pyx_n_s_microsecond); if (unlikely(!__pyx_t_1)) __PYX_ERR(1, 186, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_3 = __Pyx_PyInt_As_npy_int32(__pyx_t_1); if (unlikely((__pyx_t_3 == (npy_int32)-1) && PyErr_Occurred())) __PYX_ERR(1, 186, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_dts->us = __pyx_t_3;

  /* "datetime.pxd":187
 *     dts.sec = val.second
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":188
 *     dts.us = val.microsecond
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int64_t _date_to_datetime64(object val,
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":178
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _dtlike_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                           pandas_datetimestruct *dts):
 *     dts.year = val.year
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_WriteUnraisable("datetime._dtlike_to_datetime64", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "datetime.pxd":190
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _date_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 */

static CYTHON_INLINE __pyx_t_5numpy_int64_t __pyx_f_8datetime__date_to_datetime64(PyObject *__pyx_v_val, pandas_datetimestruct *__pyx_v_dts) {
  __pyx_t_5numpy_int64_t __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("_date_to_datetime64", 0);

  /* "datetime.pxd":192
 * cdef inline int64_t _date_to_datetime64(object val,
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)             # <<<<<<<<<<<<<<
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 192, __pyx_L1_error)
  __pyx_v_dts->year = PyDateTime_GET_YEAR(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":193
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)             # <<<<<<<<<<<<<<
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 193, __pyx_L1_error)
  __pyx_v_dts->month = PyDateTime_GET_MONTH(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":194
 *     dts.year = PyDateTime_GET_YEAR(val)
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)             # <<<<<<<<<<<<<<
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0
 */
  if (!(likely(((__pyx_v_val) == Py_None) || likely(__Pyx_TypeTest(__pyx_v_val, __pyx_ptype_8datetime_date))))) __PYX_ERR(1, 194, __pyx_L1_error)
  __pyx_v_dts->day = PyDateTime_GET_DAY(((PyDateTime_Date *)__pyx_v_val));

  /* "datetime.pxd":195
 *     dts.month = PyDateTime_GET_MONTH(val)
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0             # <<<<<<<<<<<<<<
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 */
  __pyx_v_dts->hour = 0;
  __pyx_v_dts->min = 0;
  __pyx_v_dts->sec = 0;
  __pyx_v_dts->us = 0;

  /* "datetime.pxd":196
 *     dts.day = PyDateTime_GET_DAY(val)
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0             # <<<<<<<<<<<<<<
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 */
  __pyx_v_dts->ps = 0;
  __pyx_v_dts->as = 0;

  /* "datetime.pxd":197
 *     dts.hour = dts.min = dts.sec = dts.us = 0
 *     dts.ps = dts.as = 0
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)             # <<<<<<<<<<<<<<
 * 
 */
  __pyx_r = pandas_datetimestruct_to_datetime(PANDAS_FR_ns, __pyx_v_dts);
  goto __pyx_L0;

  /* "datetime.pxd":190
 *     return pandas_datetimestruct_to_datetime(PANDAS_FR_ns, dts)
 * 
 * cdef inline int64_t _date_to_datetime64(object val,             # <<<<<<<<<<<<<<
 *                                         pandas_datetimestruct *dts):
 *     dts.year = PyDateTime_GET_YEAR(val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_WriteUnraisable("datetime._date_to_datetime64", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":196
 *         # experimental exception made for __getbuffer__ and __releasebuffer__
 *         # -- the details of this may change.
 *         def __getbuffer__(ndarray self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

/* Python wrapper */
static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__getbuffer__ (wrapper)", 0);
  __pyx_r = __pyx_pf_5numpy_7ndarray___getbuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info), ((int)__pyx_v_flags));

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

static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags) {
  int __pyx_v_copy_shape;
  int __pyx_v_i;
  int __pyx_v_ndim;
  int __pyx_v_endian_detector;
  int __pyx_v_little_endian;
  int __pyx_v_t;
  char *__pyx_v_f;
  PyArray_Descr *__pyx_v_descr = 0;
  int __pyx_v_offset;
  int __pyx_v_hasfields;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  PyObject *__pyx_t_6 = NULL;
  char *__pyx_t_7;
  __Pyx_RefNannySetupContext("__getbuffer__", 0);
  if (__pyx_v_info != NULL) {
    __pyx_v_info->obj = Py_None; __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(__pyx_v_info->obj);
  }

  /* "numpy.pxd":202
 *             # of flags
 * 
 *             if info == NULL: return             # <<<<<<<<<<<<<<
 * 
 *             cdef int copy_shape, i, ndim
 */
  __pyx_t_1 = ((__pyx_v_info == NULL) != 0);
  if (__pyx_t_1) {
    __pyx_r = 0;
    goto __pyx_L0;
  }

  /* "numpy.pxd":205
 * 
 *             cdef int copy_shape, i, ndim
 *             cdef int endian_detector = 1             # <<<<<<<<<<<<<<
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 * 
 */
  __pyx_v_endian_detector = 1;

  /* "numpy.pxd":206
 *             cdef int copy_shape, i, ndim
 *             cdef int endian_detector = 1
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)             # <<<<<<<<<<<<<<
 * 
 *             ndim = PyArray_NDIM(self)
 */
  __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);

  /* "numpy.pxd":208
 *             cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 * 
 *             ndim = PyArray_NDIM(self)             # <<<<<<<<<<<<<<
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 */
  __pyx_v_ndim = PyArray_NDIM(__pyx_v_self);

  /* "numpy.pxd":210
 *             ndim = PyArray_NDIM(self)
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 copy_shape = 1
 *             else:
 */
  __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":211
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 copy_shape = 1             # <<<<<<<<<<<<<<
 *             else:
 *                 copy_shape = 0
 */
    __pyx_v_copy_shape = 1;

    /* "numpy.pxd":210
 *             ndim = PyArray_NDIM(self)
 * 
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 copy_shape = 1
 *             else:
 */
    goto __pyx_L4;
  }

  /* "numpy.pxd":213
 *                 copy_shape = 1
 *             else:
 *                 copy_shape = 0             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 */
  /*else*/ {
    __pyx_v_copy_shape = 0;
  }
  __pyx_L4:;

  /* "numpy.pxd":215
 *                 copy_shape = 0
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")
 */
  __pyx_t_2 = (((__pyx_v_flags & PyBUF_C_CONTIGUOUS) == PyBUF_C_CONTIGUOUS) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L6_bool_binop_done;
  }

  /* "numpy.pxd":216
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):             # <<<<<<<<<<<<<<
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 */
  __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_C_CONTIGUOUS) != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L6_bool_binop_done:;

  /* "numpy.pxd":215
 *                 copy_shape = 0
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")
 */
  if (__pyx_t_1) {

    /* "numpy.pxd":217
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")             # <<<<<<<<<<<<<<
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__9, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 217, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(2, 217, __pyx_L1_error)

    /* "numpy.pxd":215
 *                 copy_shape = 0
 * 
 *             if ((flags & pybuf.PyBUF_C_CONTIGUOUS == pybuf.PyBUF_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_C_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not C contiguous")
 */
  }

  /* "numpy.pxd":219
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 */
  __pyx_t_2 = (((__pyx_v_flags & PyBUF_F_CONTIGUOUS) == PyBUF_F_CONTIGUOUS) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L9_bool_binop_done;
  }

  /* "numpy.pxd":220
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):             # <<<<<<<<<<<<<<
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 * 
 */
  __pyx_t_2 = ((!(PyArray_CHKFLAGS(__pyx_v_self, NPY_F_CONTIGUOUS) != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L9_bool_binop_done:;

  /* "numpy.pxd":219
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 */
  if (__pyx_t_1) {

    /* "numpy.pxd":221
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")             # <<<<<<<<<<<<<<
 * 
 *             info.buf = PyArray_DATA(self)
 */
    __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__10, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 221, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_Raise(__pyx_t_3, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __PYX_ERR(2, 221, __pyx_L1_error)

    /* "numpy.pxd":219
 *                 raise ValueError(u"ndarray is not C contiguous")
 * 
 *             if ((flags & pybuf.PyBUF_F_CONTIGUOUS == pybuf.PyBUF_F_CONTIGUOUS)             # <<<<<<<<<<<<<<
 *                 and not PyArray_CHKFLAGS(self, NPY_F_CONTIGUOUS)):
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 */
  }

  /* "numpy.pxd":223
 *                 raise ValueError(u"ndarray is not Fortran contiguous")
 * 
 *             info.buf = PyArray_DATA(self)             # <<<<<<<<<<<<<<
 *             info.ndim = ndim
 *             if copy_shape:
 */
  __pyx_v_info->buf = PyArray_DATA(__pyx_v_self);

  /* "numpy.pxd":224
 * 
 *             info.buf = PyArray_DATA(self)
 *             info.ndim = ndim             # <<<<<<<<<<<<<<
 *             if copy_shape:
 *                 # Allocate new buffer for strides and shape info.
 */
  __pyx_v_info->ndim = __pyx_v_ndim;

  /* "numpy.pxd":225
 *             info.buf = PyArray_DATA(self)
 *             info.ndim = ndim
 *             if copy_shape:             # <<<<<<<<<<<<<<
 *                 # Allocate new buffer for strides and shape info.
 *                 # This is allocated as one block, strides first.
 */
  __pyx_t_1 = (__pyx_v_copy_shape != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":228
 *                 # Allocate new buffer for strides and shape info.
 *                 # This is allocated as one block, strides first.
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)             # <<<<<<<<<<<<<<
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):
 */
    __pyx_v_info->strides = ((Py_ssize_t *)malloc((((sizeof(Py_ssize_t)) * ((size_t)__pyx_v_ndim)) * 2)));

    /* "numpy.pxd":229
 *                 # This is allocated as one block, strides first.
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
 *                 info.shape = info.strides + ndim             # <<<<<<<<<<<<<<
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 */
    __pyx_v_info->shape = (__pyx_v_info->strides + __pyx_v_ndim);

    /* "numpy.pxd":230
 *                 info.strides = <Py_ssize_t*>stdlib.malloc(sizeof(Py_ssize_t) * <size_t>ndim * 2)
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):             # <<<<<<<<<<<<<<
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 */
    __pyx_t_4 = __pyx_v_ndim;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "numpy.pxd":231
 *                 info.shape = info.strides + ndim
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]             # <<<<<<<<<<<<<<
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 *             else:
 */
      (__pyx_v_info->strides[__pyx_v_i]) = (PyArray_STRIDES(__pyx_v_self)[__pyx_v_i]);

      /* "numpy.pxd":232
 *                 for i in range(ndim):
 *                     info.strides[i] = PyArray_STRIDES(self)[i]
 *                     info.shape[i] = PyArray_DIMS(self)[i]             # <<<<<<<<<<<<<<
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 */
      (__pyx_v_info->shape[__pyx_v_i]) = (PyArray_DIMS(__pyx_v_self)[__pyx_v_i]);
    }

    /* "numpy.pxd":225
 *             info.buf = PyArray_DATA(self)
 *             info.ndim = ndim
 *             if copy_shape:             # <<<<<<<<<<<<<<
 *                 # Allocate new buffer for strides and shape info.
 *                 # This is allocated as one block, strides first.
 */
    goto __pyx_L11;
  }

  /* "numpy.pxd":234
 *                     info.shape[i] = PyArray_DIMS(self)[i]
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)             # <<<<<<<<<<<<<<
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL
 */
  /*else*/ {
    __pyx_v_info->strides = ((Py_ssize_t *)PyArray_STRIDES(__pyx_v_self));

    /* "numpy.pxd":235
 *             else:
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)             # <<<<<<<<<<<<<<
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)
 */
    __pyx_v_info->shape = ((Py_ssize_t *)PyArray_DIMS(__pyx_v_self));
  }
  __pyx_L11:;

  /* "numpy.pxd":236
 *                 info.strides = <Py_ssize_t*>PyArray_STRIDES(self)
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL             # <<<<<<<<<<<<<<
 *             info.itemsize = PyArray_ITEMSIZE(self)
 *             info.readonly = not PyArray_ISWRITEABLE(self)
 */
  __pyx_v_info->suboffsets = NULL;

  /* "numpy.pxd":237
 *                 info.shape = <Py_ssize_t*>PyArray_DIMS(self)
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)             # <<<<<<<<<<<<<<
 *             info.readonly = not PyArray_ISWRITEABLE(self)
 * 
 */
  __pyx_v_info->itemsize = PyArray_ITEMSIZE(__pyx_v_self);

  /* "numpy.pxd":238
 *             info.suboffsets = NULL
 *             info.itemsize = PyArray_ITEMSIZE(self)
 *             info.readonly = not PyArray_ISWRITEABLE(self)             # <<<<<<<<<<<<<<
 * 
 *             cdef int t
 */
  __pyx_v_info->readonly = (!(PyArray_ISWRITEABLE(__pyx_v_self) != 0));

  /* "numpy.pxd":241
 * 
 *             cdef int t
 *             cdef char* f = NULL             # <<<<<<<<<<<<<<
 *             cdef dtype descr = self.descr
 *             cdef list stack
 */
  __pyx_v_f = NULL;

  /* "numpy.pxd":242
 *             cdef int t
 *             cdef char* f = NULL
 *             cdef dtype descr = self.descr             # <<<<<<<<<<<<<<
 *             cdef list stack
 *             cdef int offset
 */
  __pyx_t_3 = ((PyObject *)__pyx_v_self->descr);
  __Pyx_INCREF(__pyx_t_3);
  __pyx_v_descr = ((PyArray_Descr *)__pyx_t_3);
  __pyx_t_3 = 0;

  /* "numpy.pxd":246
 *             cdef int offset
 * 
 *             cdef bint hasfields = PyDataType_HASFIELDS(descr)             # <<<<<<<<<<<<<<
 * 
 *             if not hasfields and not copy_shape:
 */
  __pyx_v_hasfields = PyDataType_HASFIELDS(__pyx_v_descr);

  /* "numpy.pxd":248
 *             cdef bint hasfields = PyDataType_HASFIELDS(descr)
 * 
 *             if not hasfields and not copy_shape:             # <<<<<<<<<<<<<<
 *                 # do not call releasebuffer
 *                 info.obj = None
 */
  __pyx_t_2 = ((!(__pyx_v_hasfields != 0)) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L15_bool_binop_done;
  }
  __pyx_t_2 = ((!(__pyx_v_copy_shape != 0)) != 0);
  __pyx_t_1 = __pyx_t_2;
  __pyx_L15_bool_binop_done:;
  if (__pyx_t_1) {

    /* "numpy.pxd":250
 *             if not hasfields and not copy_shape:
 *                 # do not call releasebuffer
 *                 info.obj = None             # <<<<<<<<<<<<<<
 *             else:
 *                 # need to call releasebuffer
 */
    __Pyx_INCREF(Py_None);
    __Pyx_GIVEREF(Py_None);
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj);
    __pyx_v_info->obj = Py_None;

    /* "numpy.pxd":248
 *             cdef bint hasfields = PyDataType_HASFIELDS(descr)
 * 
 *             if not hasfields and not copy_shape:             # <<<<<<<<<<<<<<
 *                 # do not call releasebuffer
 *                 info.obj = None
 */
    goto __pyx_L14;
  }

  /* "numpy.pxd":253
 *             else:
 *                 # need to call releasebuffer
 *                 info.obj = self             # <<<<<<<<<<<<<<
 * 
 *             if not hasfields:
 */
  /*else*/ {
    __Pyx_INCREF(((PyObject *)__pyx_v_self));
    __Pyx_GIVEREF(((PyObject *)__pyx_v_self));
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj);
    __pyx_v_info->obj = ((PyObject *)__pyx_v_self);
  }
  __pyx_L14:;

  /* "numpy.pxd":255
 *                 info.obj = self
 * 
 *             if not hasfields:             # <<<<<<<<<<<<<<
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or
 */
  __pyx_t_1 = ((!(__pyx_v_hasfields != 0)) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":256
 * 
 *             if not hasfields:
 *                 t = descr.type_num             # <<<<<<<<<<<<<<
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 */
    __pyx_t_4 = __pyx_v_descr->type_num;
    __pyx_v_t = __pyx_t_4;

    /* "numpy.pxd":257
 *             if not hasfields:
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 */
    __pyx_t_2 = ((__pyx_v_descr->byteorder == '>') != 0);
    if (!__pyx_t_2) {
      goto __pyx_L20_next_or;
    } else {
    }
    __pyx_t_2 = (__pyx_v_little_endian != 0);
    if (!__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L19_bool_binop_done;
    }
    __pyx_L20_next_or:;

    /* "numpy.pxd":258
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):             # <<<<<<<<<<<<<<
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"
 */
    __pyx_t_2 = ((__pyx_v_descr->byteorder == '<') != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L19_bool_binop_done;
    }
    __pyx_t_2 = ((!(__pyx_v_little_endian != 0)) != 0);
    __pyx_t_1 = __pyx_t_2;
    __pyx_L19_bool_binop_done:;

    /* "numpy.pxd":257
 *             if not hasfields:
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 */
    if (__pyx_t_1) {

      /* "numpy.pxd":259
 *                 if ((descr.byteorder == '>' and little_endian) or
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 */
      __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__11, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 259, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_Raise(__pyx_t_3, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __PYX_ERR(2, 259, __pyx_L1_error)

      /* "numpy.pxd":257
 *             if not hasfields:
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 */
    }

    /* "numpy.pxd":260
 *                     (descr.byteorder == '<' and not little_endian)):
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"
 */
    switch (__pyx_v_t) {
      case NPY_BYTE:
      __pyx_v_f = ((char *)"b");
      break;

      /* "numpy.pxd":261
 *                     raise ValueError(u"Non-native byte order not supported")
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"
 */
      case NPY_UBYTE:
      __pyx_v_f = ((char *)"B");
      break;

      /* "numpy.pxd":262
 *                 if   t == NPY_BYTE:        f = "b"
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"
 */
      case NPY_SHORT:
      __pyx_v_f = ((char *)"h");
      break;

      /* "numpy.pxd":263
 *                 elif t == NPY_UBYTE:       f = "B"
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"
 */
      case NPY_USHORT:
      __pyx_v_f = ((char *)"H");
      break;

      /* "numpy.pxd":264
 *                 elif t == NPY_SHORT:       f = "h"
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"
 */
      case NPY_INT:
      __pyx_v_f = ((char *)"i");
      break;

      /* "numpy.pxd":265
 *                 elif t == NPY_USHORT:      f = "H"
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"
 */
      case NPY_UINT:
      __pyx_v_f = ((char *)"I");
      break;

      /* "numpy.pxd":266
 *                 elif t == NPY_INT:         f = "i"
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"
 */
      case NPY_LONG:
      __pyx_v_f = ((char *)"l");
      break;

      /* "numpy.pxd":267
 *                 elif t == NPY_UINT:        f = "I"
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 */
      case NPY_ULONG:
      __pyx_v_f = ((char *)"L");
      break;

      /* "numpy.pxd":268
 *                 elif t == NPY_LONG:        f = "l"
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"
 */
      case NPY_LONGLONG:
      __pyx_v_f = ((char *)"q");
      break;

      /* "numpy.pxd":269
 *                 elif t == NPY_ULONG:       f = "L"
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"
 */
      case NPY_ULONGLONG:
      __pyx_v_f = ((char *)"Q");
      break;

      /* "numpy.pxd":270
 *                 elif t == NPY_LONGLONG:    f = "q"
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 */
      case NPY_FLOAT:
      __pyx_v_f = ((char *)"f");
      break;

      /* "numpy.pxd":271
 *                 elif t == NPY_ULONGLONG:   f = "Q"
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 */
      case NPY_DOUBLE:
      __pyx_v_f = ((char *)"d");
      break;

      /* "numpy.pxd":272
 *                 elif t == NPY_FLOAT:       f = "f"
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 */
      case NPY_LONGDOUBLE:
      __pyx_v_f = ((char *)"g");
      break;

      /* "numpy.pxd":273
 *                 elif t == NPY_DOUBLE:      f = "d"
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 */
      case NPY_CFLOAT:
      __pyx_v_f = ((char *)"Zf");
      break;

      /* "numpy.pxd":274
 *                 elif t == NPY_LONGDOUBLE:  f = "g"
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 *                 elif t == NPY_OBJECT:      f = "O"
 */
      case NPY_CDOUBLE:
      __pyx_v_f = ((char *)"Zd");
      break;

      /* "numpy.pxd":275
 *                 elif t == NPY_CFLOAT:      f = "Zf"
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"             # <<<<<<<<<<<<<<
 *                 elif t == NPY_OBJECT:      f = "O"
 *                 else:
 */
      case NPY_CLONGDOUBLE:
      __pyx_v_f = ((char *)"Zg");
      break;

      /* "numpy.pxd":276
 *                 elif t == NPY_CDOUBLE:     f = "Zd"
 *                 elif t == NPY_CLONGDOUBLE: f = "Zg"
 *                 elif t == NPY_OBJECT:      f = "O"             # <<<<<<<<<<<<<<
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 */
      case NPY_OBJECT:
      __pyx_v_f = ((char *)"O");
      break;
      default:

      /* "numpy.pxd":278
 *                 elif t == NPY_OBJECT:      f = "O"
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)             # <<<<<<<<<<<<<<
 *                 info.format = f
 *                 return
 */
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_t); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 278, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_6 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_t_3); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 278, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 278, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GIVEREF(__pyx_t_6);
      PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_6);
      __pyx_t_6 = 0;
      __pyx_t_6 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_6)) __PYX_ERR(2, 278, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_6);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_Raise(__pyx_t_6, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0;
      __PYX_ERR(2, 278, __pyx_L1_error)
      break;
    }

    /* "numpy.pxd":279
 *                 else:
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *                 info.format = f             # <<<<<<<<<<<<<<
 *                 return
 *             else:
 */
    __pyx_v_info->format = __pyx_v_f;

    /* "numpy.pxd":280
 *                     raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *                 info.format = f
 *                 return             # <<<<<<<<<<<<<<
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 */
    __pyx_r = 0;
    goto __pyx_L0;

    /* "numpy.pxd":255
 *                 info.obj = self
 * 
 *             if not hasfields:             # <<<<<<<<<<<<<<
 *                 t = descr.type_num
 *                 if ((descr.byteorder == '>' and little_endian) or
 */
  }

  /* "numpy.pxd":282
 *                 return
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)             # <<<<<<<<<<<<<<
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0
 */
  /*else*/ {
    __pyx_v_info->format = ((char *)malloc(0xFF));

    /* "numpy.pxd":283
 *             else:
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 *                 info.format[0] = '^' # Native data types, manual alignment             # <<<<<<<<<<<<<<
 *                 offset = 0
 *                 f = _util_dtypestring(descr, info.format + 1,
 */
    (__pyx_v_info->format[0]) = '^';

    /* "numpy.pxd":284
 *                 info.format = <char*>stdlib.malloc(_buffer_format_string_len)
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0             # <<<<<<<<<<<<<<
 *                 f = _util_dtypestring(descr, info.format + 1,
 *                                       info.format + _buffer_format_string_len,
 */
    __pyx_v_offset = 0;

    /* "numpy.pxd":285
 *                 info.format[0] = '^' # Native data types, manual alignment
 *                 offset = 0
 *                 f = _util_dtypestring(descr, info.format + 1,             # <<<<<<<<<<<<<<
 *                                       info.format + _buffer_format_string_len,
 *                                       &offset)
 */
    __pyx_t_7 = __pyx_f_5numpy__util_dtypestring(__pyx_v_descr, (__pyx_v_info->format + 1), (__pyx_v_info->format + 0xFF), (&__pyx_v_offset)); if (unlikely(__pyx_t_7 == NULL)) __PYX_ERR(2, 285, __pyx_L1_error)
    __pyx_v_f = __pyx_t_7;

    /* "numpy.pxd":288
 *                                       info.format + _buffer_format_string_len,
 *                                       &offset)
 *                 f[0] = 0 # Terminate format string             # <<<<<<<<<<<<<<
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 */
    (__pyx_v_f[0]) = 0;
  }

  /* "numpy.pxd":196
 *         # experimental exception made for __getbuffer__ and __releasebuffer__
 *         # -- the details of this may change.
 *         def __getbuffer__(ndarray self, Py_buffer* info, int flags):             # <<<<<<<<<<<<<<
 *             # This implementation of getbuffer is geared towards Cython
 *             # requirements, and does not yet fullfill the PEP.
 */

  /* function exit code */
  __pyx_r = 0;
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_6);
  __Pyx_AddTraceback("numpy.ndarray.__getbuffer__", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = -1;
  if (__pyx_v_info != NULL && __pyx_v_info->obj != NULL) {
    __Pyx_GOTREF(__pyx_v_info->obj);
    __Pyx_DECREF(__pyx_v_info->obj); __pyx_v_info->obj = NULL;
  }
  goto __pyx_L2;
  __pyx_L0:;
  if (__pyx_v_info != NULL && __pyx_v_info->obj == Py_None) {
    __Pyx_GOTREF(Py_None);
    __Pyx_DECREF(Py_None); __pyx_v_info->obj = NULL;
  }
  __pyx_L2:;
  __Pyx_XDECREF((PyObject *)__pyx_v_descr);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":290
 *                 f[0] = 0 # Terminate format string
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 */

/* Python wrapper */
static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info); /*proto*/
static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__releasebuffer__ (wrapper)", 0);
  __pyx_pf_5numpy_7ndarray_2__releasebuffer__(((PyArrayObject *)__pyx_v_self), ((Py_buffer *)__pyx_v_info));

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

static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info) {
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("__releasebuffer__", 0);

  /* "numpy.pxd":291
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 *             if PyArray_HASFIELDS(self):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 */
  __pyx_t_1 = (PyArray_HASFIELDS(__pyx_v_self) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":292
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)             # <<<<<<<<<<<<<<
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 stdlib.free(info.strides)
 */
    free(__pyx_v_info->format);

    /* "numpy.pxd":291
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):
 *             if PyArray_HASFIELDS(self):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 */
  }

  /* "numpy.pxd":293
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.strides)
 *                 # info.shape was stored after info.strides in the same block
 */
  __pyx_t_1 = (((sizeof(npy_intp)) != (sizeof(Py_ssize_t))) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":294
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):
 *                 stdlib.free(info.strides)             # <<<<<<<<<<<<<<
 *                 # info.shape was stored after info.strides in the same block
 * 
 */
    free(__pyx_v_info->strides);

    /* "numpy.pxd":293
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 *             if sizeof(npy_intp) != sizeof(Py_ssize_t):             # <<<<<<<<<<<<<<
 *                 stdlib.free(info.strides)
 *                 # info.shape was stored after info.strides in the same block
 */
  }

  /* "numpy.pxd":290
 *                 f[0] = 0 # Terminate format string
 * 
 *         def __releasebuffer__(ndarray self, Py_buffer* info):             # <<<<<<<<<<<<<<
 *             if PyArray_HASFIELDS(self):
 *                 stdlib.free(info.format)
 */

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

/* "numpy.pxd":772
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyObject *__pyx_v_a) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew1", 0);

  /* "numpy.pxd":773
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 *     return PyArray_MultiIterNew(1, <void*>a)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(1, ((void *)__pyx_v_a)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 773, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":772
 * ctypedef npy_cdouble     complex_t
 * 
 * cdef inline object PyArray_MultiIterNew1(a):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew1", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":775
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyObject *__pyx_v_a, PyObject *__pyx_v_b) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew2", 0);

  /* "numpy.pxd":776
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(2, ((void *)__pyx_v_a), ((void *)__pyx_v_b)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 776, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":775
 *     return PyArray_MultiIterNew(1, <void*>a)
 * 
 * cdef inline object PyArray_MultiIterNew2(a, b):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew2", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":778
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew3", 0);

  /* "numpy.pxd":779
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(3, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 779, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":778
 *     return PyArray_MultiIterNew(2, <void*>a, <void*>b)
 * 
 * cdef inline object PyArray_MultiIterNew3(a, b, c):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew3", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":781
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew4", 0);

  /* "numpy.pxd":782
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(4, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 782, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":781
 *     return PyArray_MultiIterNew(3, <void*>a, <void*>b, <void*> c)
 * 
 * cdef inline object PyArray_MultiIterNew4(a, b, c, d):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew4", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":784
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyObject *__pyx_v_a, PyObject *__pyx_v_b, PyObject *__pyx_v_c, PyObject *__pyx_v_d, PyObject *__pyx_v_e) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("PyArray_MultiIterNew5", 0);

  /* "numpy.pxd":785
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)             # <<<<<<<<<<<<<<
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = PyArray_MultiIterNew(5, ((void *)__pyx_v_a), ((void *)__pyx_v_b), ((void *)__pyx_v_c), ((void *)__pyx_v_d), ((void *)__pyx_v_e)); if (unlikely(!__pyx_t_1)) __PYX_ERR(2, 785, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "numpy.pxd":784
 *     return PyArray_MultiIterNew(4, <void*>a, <void*>b, <void*>c, <void*> d)
 * 
 * cdef inline object PyArray_MultiIterNew5(a, b, c, d, e):             # <<<<<<<<<<<<<<
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_AddTraceback("numpy.PyArray_MultiIterNew5", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":787
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:             # <<<<<<<<<<<<<<
 *     # Recursive utility function used in __getbuffer__ to get format
 *     # string. The new location in the format string is returned.
 */

static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Descr *__pyx_v_descr, char *__pyx_v_f, char *__pyx_v_end, int *__pyx_v_offset) {
  PyArray_Descr *__pyx_v_child = 0;
  int __pyx_v_endian_detector;
  int __pyx_v_little_endian;
  PyObject *__pyx_v_fields = 0;
  PyObject *__pyx_v_childname = NULL;
  PyObject *__pyx_v_new_offset = NULL;
  PyObject *__pyx_v_t = NULL;
  char *__pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  Py_ssize_t __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  long __pyx_t_8;
  char *__pyx_t_9;
  __Pyx_RefNannySetupContext("_util_dtypestring", 0);

  /* "numpy.pxd":794
 *     cdef int delta_offset
 *     cdef tuple i
 *     cdef int endian_detector = 1             # <<<<<<<<<<<<<<
 *     cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)
 *     cdef tuple fields
 */
  __pyx_v_endian_detector = 1;

  /* "numpy.pxd":795
 *     cdef tuple i
 *     cdef int endian_detector = 1
 *     cdef bint little_endian = ((<char*>&endian_detector)[0] != 0)             # <<<<<<<<<<<<<<
 *     cdef tuple fields
 * 
 */
  __pyx_v_little_endian = ((((char *)(&__pyx_v_endian_detector))[0]) != 0);

  /* "numpy.pxd":798
 *     cdef tuple fields
 * 
 *     for childname in descr.names:             # <<<<<<<<<<<<<<
 *         fields = descr.fields[childname]
 *         child, new_offset = fields
 */
  if (unlikely(__pyx_v_descr->names == Py_None)) {
    PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable");
    __PYX_ERR(2, 798, __pyx_L1_error)
  }
  __pyx_t_1 = __pyx_v_descr->names; __Pyx_INCREF(__pyx_t_1); __pyx_t_2 = 0;
  for (;;) {
    if (__pyx_t_2 >= PyTuple_GET_SIZE(__pyx_t_1)) break;
    #if CYTHON_COMPILING_IN_CPYTHON
    __pyx_t_3 = PyTuple_GET_ITEM(__pyx_t_1, __pyx_t_2); __Pyx_INCREF(__pyx_t_3); __pyx_t_2++; if (unlikely(0 < 0)) __PYX_ERR(2, 798, __pyx_L1_error)
    #else
    __pyx_t_3 = PySequence_ITEM(__pyx_t_1, __pyx_t_2); __pyx_t_2++; if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 798, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    #endif
    __Pyx_XDECREF_SET(__pyx_v_childname, __pyx_t_3);
    __pyx_t_3 = 0;

    /* "numpy.pxd":799
 * 
 *     for childname in descr.names:
 *         fields = descr.fields[childname]             # <<<<<<<<<<<<<<
 *         child, new_offset = fields
 * 
 */
    __pyx_t_3 = PyObject_GetItem(__pyx_v_descr->fields, __pyx_v_childname); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 799, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    if (!(likely(PyTuple_CheckExact(__pyx_t_3))||((__pyx_t_3) == Py_None)||(PyErr_Format(PyExc_TypeError, "Expected %.16s, got %.200s", "tuple", Py_TYPE(__pyx_t_3)->tp_name), 0))) __PYX_ERR(2, 799, __pyx_L1_error)
    __Pyx_XDECREF_SET(__pyx_v_fields, ((PyObject*)__pyx_t_3));
    __pyx_t_3 = 0;

    /* "numpy.pxd":800
 *     for childname in descr.names:
 *         fields = descr.fields[childname]
 *         child, new_offset = fields             # <<<<<<<<<<<<<<
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 */
    if (likely(__pyx_v_fields != Py_None)) {
      PyObject* sequence = __pyx_v_fields;
      #if CYTHON_COMPILING_IN_CPYTHON
      Py_ssize_t size = Py_SIZE(sequence);
      #else
      Py_ssize_t size = PySequence_Size(sequence);
      #endif
      if (unlikely(size != 2)) {
        if (size > 2) __Pyx_RaiseTooManyValuesError(2);
        else if (size >= 0) __Pyx_RaiseNeedMoreValuesError(size);
        __PYX_ERR(2, 800, __pyx_L1_error)
      }
      #if CYTHON_COMPILING_IN_CPYTHON
      __pyx_t_3 = PyTuple_GET_ITEM(sequence, 0); 
      __pyx_t_4 = PyTuple_GET_ITEM(sequence, 1); 
      __Pyx_INCREF(__pyx_t_3);
      __Pyx_INCREF(__pyx_t_4);
      #else
      __pyx_t_3 = PySequence_ITEM(sequence, 0); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 800, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_4 = PySequence_ITEM(sequence, 1); if (unlikely(!__pyx_t_4)) __PYX_ERR(2, 800, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_4);
      #endif
    } else {
      __Pyx_RaiseNoneNotIterableError(); __PYX_ERR(2, 800, __pyx_L1_error)
    }
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_ptype_5numpy_dtype))))) __PYX_ERR(2, 800, __pyx_L1_error)
    __Pyx_XDECREF_SET(__pyx_v_child, ((PyArray_Descr *)__pyx_t_3));
    __pyx_t_3 = 0;
    __Pyx_XDECREF_SET(__pyx_v_new_offset, __pyx_t_4);
    __pyx_t_4 = 0;

    /* "numpy.pxd":802
 *         child, new_offset = fields
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:             # <<<<<<<<<<<<<<
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 */
    __pyx_t_4 = __Pyx_PyInt_From_ptrdiff_t((__pyx_v_end - __pyx_v_f)); if (unlikely(!__pyx_t_4)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_4);
    __pyx_t_3 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __pyx_t_5 = PyNumber_Subtract(__pyx_v_new_offset, __pyx_t_3); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_5);
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_3 = PyNumber_Subtract(__pyx_t_4, __pyx_t_5); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);
    __Pyx_DECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    __pyx_t_5 = PyObject_RichCompare(__pyx_t_3, __pyx_int_15, Py_LT); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
    __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 802, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
    if (__pyx_t_6) {

      /* "numpy.pxd":803
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")             # <<<<<<<<<<<<<<
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__12, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 803, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __PYX_ERR(2, 803, __pyx_L1_error)

      /* "numpy.pxd":802
 *         child, new_offset = fields
 * 
 *         if (end - f) - (new_offset - offset[0]) < 15:             # <<<<<<<<<<<<<<
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 */
    }

    /* "numpy.pxd":805
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 *         if ((child.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")
 */
    __pyx_t_7 = ((__pyx_v_child->byteorder == '>') != 0);
    if (!__pyx_t_7) {
      goto __pyx_L8_next_or;
    } else {
    }
    __pyx_t_7 = (__pyx_v_little_endian != 0);
    if (!__pyx_t_7) {
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_L8_next_or:;

    /* "numpy.pxd":806
 * 
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):             # <<<<<<<<<<<<<<
 *             raise ValueError(u"Non-native byte order not supported")
 *             # One could encode it in the format string and have Cython
 */
    __pyx_t_7 = ((__pyx_v_child->byteorder == '<') != 0);
    if (__pyx_t_7) {
    } else {
      __pyx_t_6 = __pyx_t_7;
      goto __pyx_L7_bool_binop_done;
    }
    __pyx_t_7 = ((!(__pyx_v_little_endian != 0)) != 0);
    __pyx_t_6 = __pyx_t_7;
    __pyx_L7_bool_binop_done:;

    /* "numpy.pxd":805
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 *         if ((child.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")
 */
    if (__pyx_t_6) {

      /* "numpy.pxd":807
 *         if ((child.byteorder == '>' and little_endian) or
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")             # <<<<<<<<<<<<<<
 *             # One could encode it in the format string and have Cython
 *             # complain instead, BUT: < and > in format strings also imply
 */
      __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__13, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 807, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __Pyx_Raise(__pyx_t_5, 0, 0, 0);
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __PYX_ERR(2, 807, __pyx_L1_error)

      /* "numpy.pxd":805
 *             raise RuntimeError(u"Format string allocated too short, see comment in numpy.pxd")
 * 
 *         if ((child.byteorder == '>' and little_endian) or             # <<<<<<<<<<<<<<
 *             (child.byteorder == '<' and not little_endian)):
 *             raise ValueError(u"Non-native byte order not supported")
 */
    }

    /* "numpy.pxd":817
 * 
 *         # Output padding bytes
 *         while offset[0] < new_offset:             # <<<<<<<<<<<<<<
 *             f[0] = 120 # "x"; pad byte
 *             f += 1
 */
    while (1) {
      __pyx_t_5 = __Pyx_PyInt_From_int((__pyx_v_offset[0])); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 817, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_t_5, __pyx_v_new_offset, Py_LT); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 817, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 817, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (!__pyx_t_6) break;

      /* "numpy.pxd":818
 *         # Output padding bytes
 *         while offset[0] < new_offset:
 *             f[0] = 120 # "x"; pad byte             # <<<<<<<<<<<<<<
 *             f += 1
 *             offset[0] += 1
 */
      (__pyx_v_f[0]) = 0x78;

      /* "numpy.pxd":819
 *         while offset[0] < new_offset:
 *             f[0] = 120 # "x"; pad byte
 *             f += 1             # <<<<<<<<<<<<<<
 *             offset[0] += 1
 * 
 */
      __pyx_v_f = (__pyx_v_f + 1);

      /* "numpy.pxd":820
 *             f[0] = 120 # "x"; pad byte
 *             f += 1
 *             offset[0] += 1             # <<<<<<<<<<<<<<
 * 
 *         offset[0] += child.itemsize
 */
      __pyx_t_8 = 0;
      (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + 1);
    }

    /* "numpy.pxd":822
 *             offset[0] += 1
 * 
 *         offset[0] += child.itemsize             # <<<<<<<<<<<<<<
 * 
 *         if not PyDataType_HASFIELDS(child):
 */
    __pyx_t_8 = 0;
    (__pyx_v_offset[__pyx_t_8]) = ((__pyx_v_offset[__pyx_t_8]) + __pyx_v_child->elsize);

    /* "numpy.pxd":824
 *         offset[0] += child.itemsize
 * 
 *         if not PyDataType_HASFIELDS(child):             # <<<<<<<<<<<<<<
 *             t = child.type_num
 *             if end - f < 5:
 */
    __pyx_t_6 = ((!(PyDataType_HASFIELDS(__pyx_v_child) != 0)) != 0);
    if (__pyx_t_6) {

      /* "numpy.pxd":825
 * 
 *         if not PyDataType_HASFIELDS(child):
 *             t = child.type_num             # <<<<<<<<<<<<<<
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")
 */
      __pyx_t_3 = __Pyx_PyInt_From_int(__pyx_v_child->type_num); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 825, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_XDECREF_SET(__pyx_v_t, __pyx_t_3);
      __pyx_t_3 = 0;

      /* "numpy.pxd":826
 *         if not PyDataType_HASFIELDS(child):
 *             t = child.type_num
 *             if end - f < 5:             # <<<<<<<<<<<<<<
 *                 raise RuntimeError(u"Format string allocated too short.")
 * 
 */
      __pyx_t_6 = (((__pyx_v_end - __pyx_v_f) < 5) != 0);
      if (__pyx_t_6) {

        /* "numpy.pxd":827
 *             t = child.type_num
 *             if end - f < 5:
 *                 raise RuntimeError(u"Format string allocated too short.")             # <<<<<<<<<<<<<<
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 */
        __pyx_t_3 = __Pyx_PyObject_Call(__pyx_builtin_RuntimeError, __pyx_tuple__14, NULL); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 827, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_Raise(__pyx_t_3, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __PYX_ERR(2, 827, __pyx_L1_error)

        /* "numpy.pxd":826
 *         if not PyDataType_HASFIELDS(child):
 *             t = child.type_num
 *             if end - f < 5:             # <<<<<<<<<<<<<<
 *                 raise RuntimeError(u"Format string allocated too short.")
 * 
 */
      }

      /* "numpy.pxd":830
 * 
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"             # <<<<<<<<<<<<<<
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_BYTE); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 830, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 830, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 830, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 98;
        goto __pyx_L15;
      }

      /* "numpy.pxd":831
 *             # Until ticket #99 is fixed, use integers to avoid warnings
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"             # <<<<<<<<<<<<<<
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UBYTE); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 831, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 831, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 831, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 66;
        goto __pyx_L15;
      }

      /* "numpy.pxd":832
 *             if   t == NPY_BYTE:        f[0] =  98 #"b"
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"             # <<<<<<<<<<<<<<
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_SHORT); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 832, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 832, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 832, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x68;
        goto __pyx_L15;
      }

      /* "numpy.pxd":833
 *             elif t == NPY_UBYTE:       f[0] =  66 #"B"
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"             # <<<<<<<<<<<<<<
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_USHORT); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 833, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 833, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 833, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 72;
        goto __pyx_L15;
      }

      /* "numpy.pxd":834
 *             elif t == NPY_SHORT:       f[0] = 104 #"h"
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"             # <<<<<<<<<<<<<<
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_INT); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 834, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 834, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 834, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x69;
        goto __pyx_L15;
      }

      /* "numpy.pxd":835
 *             elif t == NPY_USHORT:      f[0] =  72 #"H"
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_UINT); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 835, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 835, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 835, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 73;
        goto __pyx_L15;
      }

      /* "numpy.pxd":836
 *             elif t == NPY_INT:         f[0] = 105 #"i"
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"             # <<<<<<<<<<<<<<
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONG); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 836, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 836, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 836, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x6C;
        goto __pyx_L15;
      }

      /* "numpy.pxd":837
 *             elif t == NPY_UINT:        f[0] =  73 #"I"
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONG); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 837, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 837, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 837, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 76;
        goto __pyx_L15;
      }

      /* "numpy.pxd":838
 *             elif t == NPY_LONG:        f[0] = 108 #"l"
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"             # <<<<<<<<<<<<<<
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGLONG); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 838, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 838, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 838, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x71;
        goto __pyx_L15;
      }

      /* "numpy.pxd":839
 *             elif t == NPY_ULONG:       f[0] = 76  #"L"
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"             # <<<<<<<<<<<<<<
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_ULONGLONG); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 839, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 839, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 839, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 81;
        goto __pyx_L15;
      }

      /* "numpy.pxd":840
 *             elif t == NPY_LONGLONG:    f[0] = 113 #"q"
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"             # <<<<<<<<<<<<<<
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_FLOAT); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 840, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 840, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 840, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x66;
        goto __pyx_L15;
      }

      /* "numpy.pxd":841
 *             elif t == NPY_ULONGLONG:   f[0] = 81  #"Q"
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"             # <<<<<<<<<<<<<<
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_DOUBLE); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 841, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 841, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 841, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x64;
        goto __pyx_L15;
      }

      /* "numpy.pxd":842
 *             elif t == NPY_FLOAT:       f[0] = 102 #"f"
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"             # <<<<<<<<<<<<<<
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_LONGDOUBLE); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 842, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 842, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 842, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 0x67;
        goto __pyx_L15;
      }

      /* "numpy.pxd":843
 *             elif t == NPY_DOUBLE:      f[0] = 100 #"d"
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf             # <<<<<<<<<<<<<<
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CFLOAT); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 843, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 843, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 843, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 0x66;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":844
 *             elif t == NPY_LONGDOUBLE:  f[0] = 103 #"g"
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd             # <<<<<<<<<<<<<<
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CDOUBLE); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 844, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 844, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 844, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 0x64;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":845
 *             elif t == NPY_CFLOAT:      f[0] = 90; f[1] = 102; f += 1 # Zf
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg             # <<<<<<<<<<<<<<
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 *             else:
 */
      __pyx_t_5 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_CLONGDOUBLE); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 845, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_5);
      __pyx_t_3 = PyObject_RichCompare(__pyx_v_t, __pyx_t_5, Py_EQ); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 845, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 845, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 90;
        (__pyx_v_f[1]) = 0x67;
        __pyx_v_f = (__pyx_v_f + 1);
        goto __pyx_L15;
      }

      /* "numpy.pxd":846
 *             elif t == NPY_CDOUBLE:     f[0] = 90; f[1] = 100; f += 1 # Zd
 *             elif t == NPY_CLONGDOUBLE: f[0] = 90; f[1] = 103; f += 1 # Zg
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"             # <<<<<<<<<<<<<<
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 */
      __pyx_t_3 = __Pyx_PyInt_From_enum__NPY_TYPES(NPY_OBJECT); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 846, __pyx_L1_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_5 = PyObject_RichCompare(__pyx_v_t, __pyx_t_3, Py_EQ); __Pyx_XGOTREF(__pyx_t_5); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 846, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_5); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(2, 846, __pyx_L1_error)
      __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
      if (__pyx_t_6) {
        (__pyx_v_f[0]) = 79;
        goto __pyx_L15;
      }

      /* "numpy.pxd":848
 *             elif t == NPY_OBJECT:      f[0] = 79 #"O"
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)             # <<<<<<<<<<<<<<
 *             f += 1
 *         else:
 */
      /*else*/ {
        __pyx_t_5 = PyUnicode_Format(__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_v_t); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 848, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        __pyx_t_3 = PyTuple_New(1); if (unlikely(!__pyx_t_3)) __PYX_ERR(2, 848, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_3);
        __Pyx_GIVEREF(__pyx_t_5);
        PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_5);
        __pyx_t_5 = 0;
        __pyx_t_5 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_t_3, NULL); if (unlikely(!__pyx_t_5)) __PYX_ERR(2, 848, __pyx_L1_error)
        __Pyx_GOTREF(__pyx_t_5);
        __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
        __Pyx_Raise(__pyx_t_5, 0, 0, 0);
        __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0;
        __PYX_ERR(2, 848, __pyx_L1_error)
      }
      __pyx_L15:;

      /* "numpy.pxd":849
 *             else:
 *                 raise ValueError(u"unknown dtype code in numpy.pxd (%d)" % t)
 *             f += 1             # <<<<<<<<<<<<<<
 *         else:
 *             # Cython ignores struct boundary information ("T{...}"),
 */
      __pyx_v_f = (__pyx_v_f + 1);

      /* "numpy.pxd":824
 *         offset[0] += child.itemsize
 * 
 *         if not PyDataType_HASFIELDS(child):             # <<<<<<<<<<<<<<
 *             t = child.type_num
 *             if end - f < 5:
 */
      goto __pyx_L13;
    }

    /* "numpy.pxd":853
 *             # Cython ignores struct boundary information ("T{...}"),
 *             # so don't output it
 *             f = _util_dtypestring(child, f, end, offset)             # <<<<<<<<<<<<<<
 *     return f
 * 
 */
    /*else*/ {
      __pyx_t_9 = __pyx_f_5numpy__util_dtypestring(__pyx_v_child, __pyx_v_f, __pyx_v_end, __pyx_v_offset); if (unlikely(__pyx_t_9 == NULL)) __PYX_ERR(2, 853, __pyx_L1_error)
      __pyx_v_f = __pyx_t_9;
    }
    __pyx_L13:;

    /* "numpy.pxd":798
 *     cdef tuple fields
 * 
 *     for childname in descr.names:             # <<<<<<<<<<<<<<
 *         fields = descr.fields[childname]
 *         child, new_offset = fields
 */
  }
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;

  /* "numpy.pxd":854
 *             # so don't output it
 *             f = _util_dtypestring(child, f, end, offset)
 *     return f             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_r = __pyx_v_f;
  goto __pyx_L0;

  /* "numpy.pxd":787
 *     return PyArray_MultiIterNew(5, <void*>a, <void*>b, <void*>c, <void*> d, <void*> e)
 * 
 * cdef inline char* _util_dtypestring(dtype descr, char* f, char* end, int* offset) except NULL:             # <<<<<<<<<<<<<<
 *     # Recursive utility function used in __getbuffer__ to get format
 *     # string. The new location in the format string is returned.
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
  __Pyx_XDECREF(__pyx_t_5);
  __Pyx_AddTraceback("numpy._util_dtypestring", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = NULL;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_child);
  __Pyx_XDECREF(__pyx_v_fields);
  __Pyx_XDECREF(__pyx_v_childname);
  __Pyx_XDECREF(__pyx_v_new_offset);
  __Pyx_XDECREF(__pyx_v_t);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "numpy.pxd":970
 * 
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *      cdef PyObject* baseptr
 *      if base is None:
 */

static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_base) {
  PyObject *__pyx_v_baseptr;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  __Pyx_RefNannySetupContext("set_array_base", 0);

  /* "numpy.pxd":972
 * cdef inline void set_array_base(ndarray arr, object base):
 *      cdef PyObject* baseptr
 *      if base is None:             # <<<<<<<<<<<<<<
 *          baseptr = NULL
 *      else:
 */
  __pyx_t_1 = (__pyx_v_base == Py_None);
  __pyx_t_2 = (__pyx_t_1 != 0);
  if (__pyx_t_2) {

    /* "numpy.pxd":973
 *      cdef PyObject* baseptr
 *      if base is None:
 *          baseptr = NULL             # <<<<<<<<<<<<<<
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!
 */
    __pyx_v_baseptr = NULL;

    /* "numpy.pxd":972
 * cdef inline void set_array_base(ndarray arr, object base):
 *      cdef PyObject* baseptr
 *      if base is None:             # <<<<<<<<<<<<<<
 *          baseptr = NULL
 *      else:
 */
    goto __pyx_L3;
  }

  /* "numpy.pxd":975
 *          baseptr = NULL
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!             # <<<<<<<<<<<<<<
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)
 */
  /*else*/ {
    Py_INCREF(__pyx_v_base);

    /* "numpy.pxd":976
 *      else:
 *          Py_INCREF(base) # important to do this before decref below!
 *          baseptr = <PyObject*>base             # <<<<<<<<<<<<<<
 *      Py_XDECREF(arr.base)
 *      arr.base = baseptr
 */
    __pyx_v_baseptr = ((PyObject *)__pyx_v_base);
  }
  __pyx_L3:;

  /* "numpy.pxd":977
 *          Py_INCREF(base) # important to do this before decref below!
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)             # <<<<<<<<<<<<<<
 *      arr.base = baseptr
 * 
 */
  Py_XDECREF(__pyx_v_arr->base);

  /* "numpy.pxd":978
 *          baseptr = <PyObject*>base
 *      Py_XDECREF(arr.base)
 *      arr.base = baseptr             # <<<<<<<<<<<<<<
 * 
 * cdef inline object get_array_base(ndarray arr):
 */
  __pyx_v_arr->base = __pyx_v_baseptr;

  /* "numpy.pxd":970
 * 
 * 
 * cdef inline void set_array_base(ndarray arr, object base):             # <<<<<<<<<<<<<<
 *      cdef PyObject* baseptr
 *      if base is None:
 */

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

/* "numpy.pxd":980
 *      arr.base = baseptr
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     if arr.base is NULL:
 *         return None
 */

static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObject *__pyx_v_arr) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  __Pyx_RefNannySetupContext("get_array_base", 0);

  /* "numpy.pxd":981
 * 
 * cdef inline object get_array_base(ndarray arr):
 *     if arr.base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     else:
 */
  __pyx_t_1 = ((__pyx_v_arr->base == NULL) != 0);
  if (__pyx_t_1) {

    /* "numpy.pxd":982
 * cdef inline object get_array_base(ndarray arr):
 *     if arr.base is NULL:
 *         return None             # <<<<<<<<<<<<<<
 *     else:
 *         return <object>arr.base
 */
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(Py_None);
    __pyx_r = Py_None;
    goto __pyx_L0;

    /* "numpy.pxd":981
 * 
 * cdef inline object get_array_base(ndarray arr):
 *     if arr.base is NULL:             # <<<<<<<<<<<<<<
 *         return None
 *     else:
 */
  }

  /* "numpy.pxd":984
 *         return None
 *     else:
 *         return <object>arr.base             # <<<<<<<<<<<<<<
 */
  /*else*/ {
    __Pyx_XDECREF(__pyx_r);
    __Pyx_INCREF(((PyObject *)__pyx_v_arr->base));
    __pyx_r = ((PyObject *)__pyx_v_arr->base);
    goto __pyx_L0;
  }

  /* "numpy.pxd":980
 *      arr.base = baseptr
 * 
 * cdef inline object get_array_base(ndarray arr):             # <<<<<<<<<<<<<<
 *     if arr.base is NULL:
 *         return None
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":55
 *     enum: INT64_MIN
 * 
 * cdef inline object get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_get_value_at(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_sz;
  PyObject *__pyx_v_casted = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  __Pyx_RefNannySetupContext("get_value_at", 0);
  __Pyx_INCREF(__pyx_v_loc);

  /* "util.pxd":59
 *         Py_ssize_t i, sz
 *         void* data_ptr
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  __pyx_t_1 = (is_float_object(__pyx_v_loc) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":60
 *         void* data_ptr
 *     if is_float_object(loc):
 *         casted = int(loc)             # <<<<<<<<<<<<<<
 *         if casted == loc:
 *             loc = casted
 */
    __pyx_t_2 = __Pyx_PyNumber_Int(__pyx_v_loc); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 60, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_v_casted = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "util.pxd":61
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_casted, __pyx_v_loc, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 61, __pyx_L1_error)
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(3, 61, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_1) {

      /* "util.pxd":62
 *         casted = int(loc)
 *         if casted == loc:
 *             loc = casted             # <<<<<<<<<<<<<<
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)
 */
      __Pyx_INCREF(__pyx_v_casted);
      __Pyx_DECREF_SET(__pyx_v_loc, __pyx_v_casted);

      /* "util.pxd":61
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    }

    /* "util.pxd":59
 *         Py_ssize_t i, sz
 *         void* data_ptr
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  }

  /* "util.pxd":63
 *         if casted == loc:
 *             loc = casted
 *     i = <Py_ssize_t> loc             # <<<<<<<<<<<<<<
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 */
  __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(3, 63, __pyx_L1_error)
  __pyx_v_i = ((Py_ssize_t)__pyx_t_3);

  /* "util.pxd":64
 *             loc = casted
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)             # <<<<<<<<<<<<<<
 * 
 *     if i < 0 and sz > 0:
 */
  __pyx_v_sz = PyArray_SIZE(__pyx_v_arr);

  /* "util.pxd":66
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0 and sz > 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz or sz == 0:
 */
  __pyx_t_4 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_4) {
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L6_bool_binop_done;
  }
  __pyx_t_4 = ((__pyx_v_sz > 0) != 0);
  __pyx_t_1 = __pyx_t_4;
  __pyx_L6_bool_binop_done:;
  if (__pyx_t_1) {

    /* "util.pxd":67
 * 
 *     if i < 0 and sz > 0:
 *         i += sz             # <<<<<<<<<<<<<<
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')
 */
    __pyx_v_i = (__pyx_v_i + __pyx_v_sz);

    /* "util.pxd":66
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0 and sz > 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz or sz == 0:
 */
    goto __pyx_L5;
  }

  /* "util.pxd":68
 *     if i < 0 and sz > 0:
 *         i += sz
 *     elif i >= sz or sz == 0:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  __pyx_t_4 = ((__pyx_v_i >= __pyx_v_sz) != 0);
  if (!__pyx_t_4) {
  } else {
    __pyx_t_1 = __pyx_t_4;
    goto __pyx_L8_bool_binop_done;
  }
  __pyx_t_4 = ((__pyx_v_sz == 0) != 0);
  __pyx_t_1 = __pyx_t_4;
  __pyx_L8_bool_binop_done:;
  if (__pyx_t_1) {

    /* "util.pxd":69
 *         i += sz
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     return get_value_1d(arr, i)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__15, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 69, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(3, 69, __pyx_L1_error)

    /* "util.pxd":68
 *     if i < 0 and sz > 0:
 *         i += sz
 *     elif i >= sz or sz == 0:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  }
  __pyx_L5:;

  /* "util.pxd":71
 *         raise IndexError('index out of bounds')
 * 
 *     return get_value_1d(arr, i)             # <<<<<<<<<<<<<<
 * 
 * cdef inline set_value_at_unsafe(ndarray arr, object loc, object value):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_2 = get_value_1d(__pyx_v_arr, __pyx_v_i); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 71, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_r = __pyx_t_2;
  __pyx_t_2 = 0;
  goto __pyx_L0;

  /* "util.pxd":55
 *     enum: INT64_MIN
 * 
 * cdef inline object get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     cdef:
 *         Py_ssize_t i, sz
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("util.get_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_casted);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":73
 *     return get_value_1d(arr, i)
 * 
 * cdef inline set_value_at_unsafe(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     """Sets a value into the array without checking the writeable flag.
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at_unsafe(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc, PyObject *__pyx_v_value) {
  Py_ssize_t __pyx_v_i;
  Py_ssize_t __pyx_v_sz;
  PyObject *__pyx_v_casted = NULL;
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  Py_ssize_t __pyx_t_3;
  int __pyx_t_4;
  __Pyx_RefNannySetupContext("set_value_at_unsafe", 0);
  __Pyx_INCREF(__pyx_v_loc);

  /* "util.pxd":81
 *     cdef:
 *         Py_ssize_t i, sz
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  __pyx_t_1 = (is_float_object(__pyx_v_loc) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":82
 *         Py_ssize_t i, sz
 *     if is_float_object(loc):
 *         casted = int(loc)             # <<<<<<<<<<<<<<
 *         if casted == loc:
 *             loc = casted
 */
    __pyx_t_2 = __Pyx_PyNumber_Int(__pyx_v_loc); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 82, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __pyx_v_casted = __pyx_t_2;
    __pyx_t_2 = 0;

    /* "util.pxd":83
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    __pyx_t_2 = PyObject_RichCompare(__pyx_v_casted, __pyx_v_loc, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 83, __pyx_L1_error)
    __pyx_t_1 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_1 < 0)) __PYX_ERR(3, 83, __pyx_L1_error)
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    if (__pyx_t_1) {

      /* "util.pxd":84
 *         casted = int(loc)
 *         if casted == loc:
 *             loc = casted             # <<<<<<<<<<<<<<
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)
 */
      __Pyx_INCREF(__pyx_v_casted);
      __Pyx_DECREF_SET(__pyx_v_loc, __pyx_v_casted);

      /* "util.pxd":83
 *     if is_float_object(loc):
 *         casted = int(loc)
 *         if casted == loc:             # <<<<<<<<<<<<<<
 *             loc = casted
 *     i = <Py_ssize_t> loc
 */
    }

    /* "util.pxd":81
 *     cdef:
 *         Py_ssize_t i, sz
 *     if is_float_object(loc):             # <<<<<<<<<<<<<<
 *         casted = int(loc)
 *         if casted == loc:
 */
  }

  /* "util.pxd":85
 *         if casted == loc:
 *             loc = casted
 *     i = <Py_ssize_t> loc             # <<<<<<<<<<<<<<
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 */
  __pyx_t_3 = __Pyx_PyIndex_AsSsize_t(__pyx_v_loc); if (unlikely((__pyx_t_3 == (Py_ssize_t)-1) && PyErr_Occurred())) __PYX_ERR(3, 85, __pyx_L1_error)
  __pyx_v_i = ((Py_ssize_t)__pyx_t_3);

  /* "util.pxd":86
 *             loc = casted
 *     i = <Py_ssize_t> loc
 *     sz = cnp.PyArray_SIZE(arr)             # <<<<<<<<<<<<<<
 * 
 *     if i < 0:
 */
  __pyx_v_sz = PyArray_SIZE(__pyx_v_arr);

  /* "util.pxd":88
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz:
 */
  __pyx_t_1 = ((__pyx_v_i < 0) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":89
 * 
 *     if i < 0:
 *         i += sz             # <<<<<<<<<<<<<<
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')
 */
    __pyx_v_i = (__pyx_v_i + __pyx_v_sz);

    /* "util.pxd":88
 *     sz = cnp.PyArray_SIZE(arr)
 * 
 *     if i < 0:             # <<<<<<<<<<<<<<
 *         i += sz
 *     elif i >= sz:
 */
    goto __pyx_L5;
  }

  /* "util.pxd":90
 *     if i < 0:
 *         i += sz
 *     elif i >= sz:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  __pyx_t_1 = ((__pyx_v_i >= __pyx_v_sz) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":91
 *         i += sz
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     assign_value_1d(arr, i, value)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_IndexError, __pyx_tuple__16, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 91, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(3, 91, __pyx_L1_error)

    /* "util.pxd":90
 *     if i < 0:
 *         i += sz
 *     elif i >= sz:             # <<<<<<<<<<<<<<
 *         raise IndexError('index out of bounds')
 * 
 */
  }
  __pyx_L5:;

  /* "util.pxd":93
 *         raise IndexError('index out of bounds')
 * 
 *     assign_value_1d(arr, i, value)             # <<<<<<<<<<<<<<
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):
 */
  __pyx_t_4 = assign_value_1d(__pyx_v_arr, __pyx_v_i, __pyx_v_value); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(3, 93, __pyx_L1_error)

  /* "util.pxd":73
 *     return get_value_1d(arr, i)
 * 
 * cdef inline set_value_at_unsafe(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     """Sets a value into the array without checking the writeable flag.
 * 
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("util.set_value_at_unsafe", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_casted);
  __Pyx_XDECREF(__pyx_v_loc);
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":95
 *     assign_value_1d(arr, i, value)
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     """Sets a value into the array after checking that the array is mutable.
 *     """
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at(PyArrayObject *__pyx_v_arr, PyObject *__pyx_v_loc, PyObject *__pyx_v_value) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  PyObject *__pyx_t_2 = NULL;
  __Pyx_RefNannySetupContext("set_value_at", 0);

  /* "util.pxd":98
 *     """Sets a value into the array after checking that the array is mutable.
 *     """
 *     if not cnp.PyArray_ISWRITEABLE(arr):             # <<<<<<<<<<<<<<
 *         raise ValueError('assignment destination is read-only')
 * 
 */
  __pyx_t_1 = ((!(PyArray_ISWRITEABLE(__pyx_v_arr) != 0)) != 0);
  if (__pyx_t_1) {

    /* "util.pxd":99
 *     """
 *     if not cnp.PyArray_ISWRITEABLE(arr):
 *         raise ValueError('assignment destination is read-only')             # <<<<<<<<<<<<<<
 * 
 *     set_value_at_unsafe(arr, loc, value)
 */
    __pyx_t_2 = __Pyx_PyObject_Call(__pyx_builtin_ValueError, __pyx_tuple__17, NULL); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 99, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_2);
    __Pyx_Raise(__pyx_t_2, 0, 0, 0);
    __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
    __PYX_ERR(3, 99, __pyx_L1_error)

    /* "util.pxd":98
 *     """Sets a value into the array after checking that the array is mutable.
 *     """
 *     if not cnp.PyArray_ISWRITEABLE(arr):             # <<<<<<<<<<<<<<
 *         raise ValueError('assignment destination is read-only')
 * 
 */
  }

  /* "util.pxd":101
 *         raise ValueError('assignment destination is read-only')
 * 
 *     set_value_at_unsafe(arr, loc, value)             # <<<<<<<<<<<<<<
 * 
 * cdef inline int is_contiguous(ndarray arr):
 */
  __pyx_t_2 = __pyx_f_4util_set_value_at_unsafe(__pyx_v_arr, __pyx_v_loc, __pyx_v_value); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 101, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "util.pxd":95
 *     assign_value_1d(arr, i, value)
 * 
 * cdef inline set_value_at(ndarray arr, object loc, object value):             # <<<<<<<<<<<<<<
 *     """Sets a value into the array after checking that the array is mutable.
 *     """
 */

  /* function exit code */
  __pyx_r = Py_None; __Pyx_INCREF(Py_None);
  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_AddTraceback("util.set_value_at", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XGIVEREF(__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":103
 *     set_value_at_unsafe(arr, loc, value)
 * 
 * cdef inline int is_contiguous(ndarray arr):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 */

static CYTHON_INLINE int __pyx_f_4util_is_contiguous(PyArrayObject *__pyx_v_arr) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("is_contiguous", 0);

  /* "util.pxd":104
 * 
 * cdef inline int is_contiguous(ndarray arr):
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)             # <<<<<<<<<<<<<<
 * 
 * cdef inline is_array(object o):
 */
  __pyx_r = PyArray_CHKFLAGS(__pyx_v_arr, NPY_C_CONTIGUOUS);
  goto __pyx_L0;

  /* "util.pxd":103
 *     set_value_at_unsafe(arr, loc, value)
 * 
 * cdef inline int is_contiguous(ndarray arr):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 */

  /* function exit code */
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":106
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 * cdef inline is_array(object o):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_Check(o)
 * 
 */

static CYTHON_INLINE PyObject *__pyx_f_4util_is_array(PyObject *__pyx_v_o) {
  PyObject *__pyx_r = NULL;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  __Pyx_RefNannySetupContext("is_array", 0);

  /* "util.pxd":107
 * 
 * cdef inline is_array(object o):
 *     return cnp.PyArray_Check(o)             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknull(object val):
 */
  __Pyx_XDECREF(__pyx_r);
  __pyx_t_1 = __Pyx_PyBool_FromLong(PyArray_Check(__pyx_v_o)); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 107, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_r = __pyx_t_1;
  __pyx_t_1 = 0;
  goto __pyx_L0;

  /* "util.pxd":106
 *     return cnp.PyArray_CHKFLAGS(arr, cnp.NPY_C_CONTIGUOUS)
 * 
 * cdef inline is_array(object o):             # <<<<<<<<<<<<<<
 *     return cnp.PyArray_Check(o)
 * 
 */

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

/* "util.pxd":109
 *     return cnp.PyArray_Check(o)
 * 
 * cdef inline bint _checknull(object val):             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 */

static CYTHON_INLINE int __pyx_f_4util__checknull(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  int __pyx_t_4;
  int __pyx_t_5;
  int __pyx_t_6;
  PyObject *__pyx_t_7 = NULL;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  PyObject *__pyx_t_10 = NULL;
  __Pyx_RefNannySetupContext("_checknull", 0);

  /* "util.pxd":110
 * 
 * cdef inline bint _checknull(object val):
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_1, &__pyx_t_2, &__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_1);
    __Pyx_XGOTREF(__pyx_t_2);
    __Pyx_XGOTREF(__pyx_t_3);
    /*try:*/ {

      /* "util.pxd":111
 * cdef inline bint _checknull(object val):
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)             # <<<<<<<<<<<<<<
 *     except ValueError:
 *         return False
 */
      __pyx_t_5 = (__pyx_v_val == Py_None);
      __pyx_t_6 = (__pyx_t_5 != 0);
      if (!__pyx_t_6) {
      } else {
        __pyx_t_4 = __pyx_t_6;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_6 = (PyFloat_Check(__pyx_v_val) != 0);
      if (__pyx_t_6) {
      } else {
        __pyx_t_4 = __pyx_t_6;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_7 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) __PYX_ERR(3, 111, __pyx_L3_error)
      __pyx_t_6 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_6 < 0)) __PYX_ERR(3, 111, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __pyx_t_4 = __pyx_t_6;
      __pyx_L11_bool_binop_done:;
      __pyx_r = __pyx_t_4;
      goto __pyx_L7_try_return;

      /* "util.pxd":110
 * 
 * cdef inline bint _checknull(object val):
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 */
    }
    __pyx_L3_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_7); __pyx_t_7 = 0;

    /* "util.pxd":112
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
    __pyx_t_8 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_ValueError);
    if (__pyx_t_8) {
      __Pyx_AddTraceback("util._checknull", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_7, &__pyx_t_9, &__pyx_t_10) < 0) __PYX_ERR(3, 112, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_7);
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GOTREF(__pyx_t_10);

      /* "util.pxd":113
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknull_old(object val):
 */
      __pyx_r = 0;
      __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "util.pxd":110
 * 
 * cdef inline bint _checknull(object val):
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 *     except ValueError:
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_1);
    __Pyx_XGIVEREF(__pyx_t_2);
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_ExceptionReset(__pyx_t_1, __pyx_t_2, __pyx_t_3);
    goto __pyx_L0;
  }

  /* "util.pxd":109
 *     return cnp.PyArray_Check(o)
 * 
 * cdef inline bint _checknull(object val):             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and val != val)
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_7);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_10);
  __Pyx_WriteUnraisable("util._checknull", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":115
 *         return False
 * 
 * cdef inline bint _checknull_old(object val):             # <<<<<<<<<<<<<<
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 */

static CYTHON_INLINE int __pyx_f_4util__checknull_old(PyObject *__pyx_v_val) {
  PyObject *__pyx_v_np = NULL;
  double __pyx_v_INF;
  double __pyx_v_NEGINF;
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  double __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  int __pyx_t_6;
  int __pyx_t_7;
  int __pyx_t_8;
  PyObject *__pyx_t_9 = NULL;
  int __pyx_t_10;
  PyObject *__pyx_t_11 = NULL;
  __Pyx_RefNannySetupContext("_checknull_old", 0);

  /* "util.pxd":116
 * 
 * cdef inline bint _checknull_old(object val):
 *     import numpy as np             # <<<<<<<<<<<<<<
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 */
  __pyx_t_1 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 116, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_v_np = __pyx_t_1;
  __pyx_t_1 = 0;

  /* "util.pxd":117
 * cdef inline bint _checknull_old(object val):
 *     import numpy as np
 *     cdef double INF = <double> np.inf             # <<<<<<<<<<<<<<
 *     cdef double NEGINF = -INF
 *     try:
 */
  __pyx_t_1 = __Pyx_PyObject_GetAttrStr(__pyx_v_np, __pyx_n_s_inf); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 117, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = __pyx_PyFloat_AsDouble(__pyx_t_1); if (unlikely((__pyx_t_2 == (double)-1) && PyErr_Occurred())) __PYX_ERR(3, 117, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_v_INF = ((double)__pyx_t_2);

  /* "util.pxd":118
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF             # <<<<<<<<<<<<<<
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 */
  __pyx_v_NEGINF = (-__pyx_v_INF);

  /* "util.pxd":119
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_3, &__pyx_t_4, &__pyx_t_5);
    __Pyx_XGOTREF(__pyx_t_3);
    __Pyx_XGOTREF(__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_5);
    /*try:*/ {

      /* "util.pxd":120
 *     cdef double NEGINF = -INF
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))             # <<<<<<<<<<<<<<
 *     except ValueError:
 *         return False
 */
      __pyx_t_7 = (__pyx_v_val == Py_None);
      __pyx_t_8 = (__pyx_t_7 != 0);
      if (!__pyx_t_8) {
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_8 = (PyFloat_Check(__pyx_v_val) != 0);
      if (__pyx_t_8) {
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_1 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 120, __pyx_L3_error)
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      if (!__pyx_t_8) {
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_1 = PyFloat_FromDouble(__pyx_v_INF); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_1);
      __pyx_t_9 = PyObject_RichCompare(__pyx_v_val, __pyx_t_1, Py_EQ); __Pyx_XGOTREF(__pyx_t_9); if (unlikely(!__pyx_t_9)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_9); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      if (!__pyx_t_8) {
      } else {
        __pyx_t_6 = __pyx_t_8;
        goto __pyx_L11_bool_binop_done;
      }
      __pyx_t_9 = PyFloat_FromDouble(__pyx_v_NEGINF); if (unlikely(!__pyx_t_9)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_GOTREF(__pyx_t_9);
      __pyx_t_1 = PyObject_RichCompare(__pyx_v_val, __pyx_t_9, Py_EQ); __Pyx_XGOTREF(__pyx_t_1); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __pyx_t_8 = __Pyx_PyObject_IsTrue(__pyx_t_1); if (unlikely(__pyx_t_8 < 0)) __PYX_ERR(3, 120, __pyx_L3_error)
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __pyx_t_6 = __pyx_t_8;
      __pyx_L11_bool_binop_done:;
      __pyx_r = __pyx_t_6;
      goto __pyx_L7_try_return;

      /* "util.pxd":119
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 */
    }
    __pyx_L3_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_9); __pyx_t_9 = 0;
    __Pyx_XDECREF(__pyx_t_1); __pyx_t_1 = 0;

    /* "util.pxd":121
 *     try:
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:             # <<<<<<<<<<<<<<
 *         return False
 * 
 */
    __pyx_t_10 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_ValueError);
    if (__pyx_t_10) {
      __Pyx_AddTraceback("util._checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_1, &__pyx_t_9, &__pyx_t_11) < 0) __PYX_ERR(3, 121, __pyx_L5_except_error)
      __Pyx_GOTREF(__pyx_t_1);
      __Pyx_GOTREF(__pyx_t_9);
      __Pyx_GOTREF(__pyx_t_11);

      /* "util.pxd":122
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 *         return False             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint _checknan(object val):
 */
      __pyx_r = 0;
      __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
      __Pyx_DECREF(__pyx_t_9); __pyx_t_9 = 0;
      __Pyx_DECREF(__pyx_t_11); __pyx_t_11 = 0;
      goto __pyx_L6_except_return;
    }
    goto __pyx_L5_except_error;
    __pyx_L5_except_error:;

    /* "util.pxd":119
 *     cdef double INF = <double> np.inf
 *     cdef double NEGINF = -INF
 *     try:             # <<<<<<<<<<<<<<
 *         return val is None or (cpython.PyFloat_Check(val) and (val != val or val == INF or val == NEGINF))
 *     except ValueError:
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L1_error;
    __pyx_L7_try_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L0;
    __pyx_L6_except_return:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_3);
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_ExceptionReset(__pyx_t_3, __pyx_t_4, __pyx_t_5);
    goto __pyx_L0;
  }

  /* "util.pxd":115
 *         return False
 * 
 * cdef inline bint _checknull_old(object val):             # <<<<<<<<<<<<<<
 *     import numpy as np
 *     cdef double INF = <double> np.inf
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_XDECREF(__pyx_t_11);
  __Pyx_WriteUnraisable("util._checknull_old", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF(__pyx_v_np);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":124
 *         return False
 * 
 * cdef inline bint _checknan(object val):             # <<<<<<<<<<<<<<
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 */

static CYTHON_INLINE int __pyx_f_4util__checknan(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  int __pyx_t_1;
  int __pyx_t_2;
  PyObject *__pyx_t_3 = NULL;
  __Pyx_RefNannySetupContext("_checknan", 0);

  /* "util.pxd":125
 * 
 * cdef inline bint _checknan(object val):
 *     return not cnp.PyArray_Check(val) and val != val             # <<<<<<<<<<<<<<
 * 
 * cdef inline bint is_period_object(object val):
 */
  __pyx_t_2 = ((!(PyArray_Check(__pyx_v_val) != 0)) != 0);
  if (__pyx_t_2) {
  } else {
    __pyx_t_1 = __pyx_t_2;
    goto __pyx_L3_bool_binop_done;
  }
  __pyx_t_3 = PyObject_RichCompare(__pyx_v_val, __pyx_v_val, Py_NE); __Pyx_XGOTREF(__pyx_t_3); if (unlikely(!__pyx_t_3)) __PYX_ERR(3, 125, __pyx_L1_error)
  __pyx_t_2 = __Pyx_PyObject_IsTrue(__pyx_t_3); if (unlikely(__pyx_t_2 < 0)) __PYX_ERR(3, 125, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_1 = __pyx_t_2;
  __pyx_L3_bool_binop_done:;
  __pyx_r = __pyx_t_1;
  goto __pyx_L0;

  /* "util.pxd":124
 *         return False
 * 
 * cdef inline bint _checknan(object val):             # <<<<<<<<<<<<<<
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_WriteUnraisable("util._checknan", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "util.pxd":127
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 * cdef inline bint is_period_object(object val):             # <<<<<<<<<<<<<<
 *     return getattr(val, '_typ', '_typ') == 'period'
 */

static CYTHON_INLINE int __pyx_f_4util_is_period_object(PyObject *__pyx_v_val) {
  int __pyx_r;
  __Pyx_RefNannyDeclarations
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  int __pyx_t_3;
  __Pyx_RefNannySetupContext("is_period_object", 0);

  /* "util.pxd":128
 * 
 * cdef inline bint is_period_object(object val):
 *     return getattr(val, '_typ', '_typ') == 'period'             # <<<<<<<<<<<<<<
 */
  __pyx_t_1 = __Pyx_GetAttr3(__pyx_v_val, __pyx_n_s_typ, __pyx_n_s_typ); if (unlikely(!__pyx_t_1)) __PYX_ERR(3, 128, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_1);
  __pyx_t_2 = PyObject_RichCompare(__pyx_t_1, __pyx_n_s_period, Py_EQ); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) __PYX_ERR(3, 128, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely((__pyx_t_3 == (int)-1) && PyErr_Occurred())) __PYX_ERR(3, 128, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_r = __pyx_t_3;
  goto __pyx_L0;

  /* "util.pxd":127
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 * cdef inline bint is_period_object(object val):             # <<<<<<<<<<<<<<
 *     return getattr(val, '_typ', '_typ') == 'period'
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_WriteUnraisable("util.is_period_object", __pyx_clineno, __pyx_lineno, __pyx_filename, 0, 0);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}
static struct __pyx_vtabstruct_6pandas_5index_IndexEngine __pyx_vtable_6pandas_5index_IndexEngine;

static PyObject *__pyx_tp_new_6pandas_5index_IndexEngine(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5index_IndexEngine *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_IndexEngine *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5index_IndexEngine;
  p->vgetter = Py_None; Py_INCREF(Py_None);
  p->mapping = ((struct __pyx_obj_6pandas_9hashtable_HashTable *)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_5index_IndexEngine(PyObject *o) {
  struct __pyx_obj_6pandas_5index_IndexEngine *p = (struct __pyx_obj_6pandas_5index_IndexEngine *)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->vgetter);
  Py_CLEAR(p->mapping);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5index_IndexEngine(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5index_IndexEngine *p = (struct __pyx_obj_6pandas_5index_IndexEngine *)o;
  if (p->vgetter) {
    e = (*v)(p->vgetter, a); if (e) return e;
  }
  if (p->mapping) {
    e = (*v)(((PyObject*)p->mapping), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5index_IndexEngine(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5index_IndexEngine *p = (struct __pyx_obj_6pandas_5index_IndexEngine *)o;
  tmp = ((PyObject*)p->vgetter);
  p->vgetter = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->mapping);
  p->mapping = ((struct __pyx_obj_6pandas_9hashtable_HashTable *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_is_unique(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_9is_unique_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_is_monotonic_increasing(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_increasing_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_is_monotonic_decreasing(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_23is_monotonic_decreasing_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_vgetter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_7vgetter_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_mapping(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_7mapping_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5index_11IndexEngine_over_size_threshold(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5index_11IndexEngine_19over_size_threshold_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5index_IndexEngine[] = {
  {"get_value", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_5get_value, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_5index_11IndexEngine_4get_value},
  {"set_value", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_7set_value, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_5index_11IndexEngine_6set_value},
  {"get_loc", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_9get_loc, METH_O, 0},
  {"_call_monotonic", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_11_call_monotonic, METH_O, 0},
  {"clear_mapping", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_13clear_mapping, METH_NOARGS, 0},
  {"get_indexer", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_15get_indexer, METH_O, 0},
  {"get_indexer_non_unique", (PyCFunction)__pyx_pw_6pandas_5index_11IndexEngine_17get_indexer_non_unique, METH_O, __pyx_doc_6pandas_5index_11IndexEngine_16get_indexer_non_unique},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5index_IndexEngine[] = {
  {(char *)"is_unique", __pyx_getprop_6pandas_5index_11IndexEngine_is_unique, 0, (char *)0, 0},
  {(char *)"is_monotonic_increasing", __pyx_getprop_6pandas_5index_11IndexEngine_is_monotonic_increasing, 0, (char *)0, 0},
  {(char *)"is_monotonic_decreasing", __pyx_getprop_6pandas_5index_11IndexEngine_is_monotonic_decreasing, 0, (char *)0, 0},
  {(char *)"vgetter", __pyx_getprop_6pandas_5index_11IndexEngine_vgetter, 0, (char *)0, 0},
  {(char *)"mapping", __pyx_getprop_6pandas_5index_11IndexEngine_mapping, 0, (char *)0, 0},
  {(char *)"over_size_threshold", __pyx_getprop_6pandas_5index_11IndexEngine_over_size_threshold, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_IndexEngine = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  __pyx_pw_6pandas_5index_11IndexEngine_3__contains__, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyTypeObject __pyx_type_6pandas_5index_IndexEngine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.IndexEngine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_IndexEngine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_IndexEngine, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5index_IndexEngine, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5index_IndexEngine, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_IndexEngine, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5index_Int64Engine __pyx_vtable_6pandas_5index_Int64Engine;

static PyObject *__pyx_tp_new_6pandas_5index_Int64Engine(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5index_Int64Engine *p;
  PyObject *o = __pyx_tp_new_6pandas_5index_IndexEngine(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_Int64Engine *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_6pandas_5index_IndexEngine*)__pyx_vtabptr_6pandas_5index_Int64Engine;
  return o;
}

static PyMethodDef __pyx_methods_6pandas_5index_Int64Engine[] = {
  {"_call_monotonic", (PyCFunction)__pyx_pw_6pandas_5index_11Int64Engine_1_call_monotonic, METH_O, 0},
  {"get_pad_indexer", (PyCFunction)__pyx_pw_6pandas_5index_11Int64Engine_3get_pad_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_backfill_indexer", (PyCFunction)__pyx_pw_6pandas_5index_11Int64Engine_5get_backfill_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5index_Int64Engine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.Int64Engine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_Int64Engine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5index_Int64Engine, /*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*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_Int64Engine, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5index_Float64Engine __pyx_vtable_6pandas_5index_Float64Engine;

static PyObject *__pyx_tp_new_6pandas_5index_Float64Engine(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5index_Float64Engine *p;
  PyObject *o = __pyx_tp_new_6pandas_5index_IndexEngine(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_Float64Engine *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_6pandas_5index_IndexEngine*)__pyx_vtabptr_6pandas_5index_Float64Engine;
  return o;
}

static PyMethodDef __pyx_methods_6pandas_5index_Float64Engine[] = {
  {"_call_monotonic", (PyCFunction)__pyx_pw_6pandas_5index_13Float64Engine_1_call_monotonic, METH_O, 0},
  {"get_pad_indexer", (PyCFunction)__pyx_pw_6pandas_5index_13Float64Engine_3get_pad_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_backfill_indexer", (PyCFunction)__pyx_pw_6pandas_5index_13Float64Engine_5get_backfill_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5index_Float64Engine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.Float64Engine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_Float64Engine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5index_Float64Engine, /*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*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_Float64Engine, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5index_ObjectEngine __pyx_vtable_6pandas_5index_ObjectEngine;

static PyObject *__pyx_tp_new_6pandas_5index_ObjectEngine(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5index_ObjectEngine *p;
  PyObject *o = __pyx_tp_new_6pandas_5index_IndexEngine(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_ObjectEngine *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_6pandas_5index_IndexEngine*)__pyx_vtabptr_6pandas_5index_ObjectEngine;
  return o;
}

static PyMethodDef __pyx_methods_6pandas_5index_ObjectEngine[] = {
  {"_call_monotonic", (PyCFunction)__pyx_pw_6pandas_5index_12ObjectEngine_1_call_monotonic, METH_O, 0},
  {"get_pad_indexer", (PyCFunction)__pyx_pw_6pandas_5index_12ObjectEngine_3get_pad_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_backfill_indexer", (PyCFunction)__pyx_pw_6pandas_5index_12ObjectEngine_5get_backfill_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5index_ObjectEngine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.ObjectEngine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_ObjectEngine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5index_ObjectEngine, /*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*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_ObjectEngine, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5index_DatetimeEngine __pyx_vtable_6pandas_5index_DatetimeEngine;

static PyObject *__pyx_tp_new_6pandas_5index_DatetimeEngine(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5index_DatetimeEngine *p;
  PyObject *o = __pyx_tp_new_6pandas_5index_Int64Engine(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_DatetimeEngine *)o);
  p->__pyx_base.__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_6pandas_5index_IndexEngine*)__pyx_vtabptr_6pandas_5index_DatetimeEngine;
  return o;
}

static PyMethodDef __pyx_methods_6pandas_5index_DatetimeEngine[] = {
  {"_call_monotonic", (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_3_call_monotonic, METH_O, 0},
  {"get_loc", (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_5get_loc, METH_O, 0},
  {"get_indexer", (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_7get_indexer, METH_O, 0},
  {"get_pad_indexer", (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_9get_pad_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {"get_backfill_indexer", (PyCFunction)__pyx_pw_6pandas_5index_14DatetimeEngine_11get_backfill_indexer, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_DatetimeEngine = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  0, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  __pyx_pw_6pandas_5index_14DatetimeEngine_1__contains__, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyTypeObject __pyx_type_6pandas_5index_DatetimeEngine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.DatetimeEngine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_DatetimeEngine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_DatetimeEngine, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5index_DatetimeEngine, /*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*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_DatetimeEngine, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5index_TimedeltaEngine __pyx_vtable_6pandas_5index_TimedeltaEngine;

static PyObject *__pyx_tp_new_6pandas_5index_TimedeltaEngine(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5index_TimedeltaEngine *p;
  PyObject *o = __pyx_tp_new_6pandas_5index_DatetimeEngine(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5index_TimedeltaEngine *)o);
  p->__pyx_base.__pyx_base.__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_6pandas_5index_IndexEngine*)__pyx_vtabptr_6pandas_5index_TimedeltaEngine;
  return o;
}

static PyTypeObject __pyx_type_6pandas_5index_TimedeltaEngine = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas.index.TimedeltaEngine", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5index_TimedeltaEngine), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5index_IndexEngine, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_6pandas_5index_IndexEngine, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5index_IndexEngine, /*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*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5index_11IndexEngine_1__init__, /*tp_init*/
  #else
  0, /*tp_init*/
  #endif
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5index_TimedeltaEngine, /*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[] = {
  {"convert_scalar", (PyCFunction)__pyx_pw_6pandas_5index_5convert_scalar, METH_VARARGS|METH_KEYWORDS, 0},
  {0, 0, 0, 0}
};

#if PY_MAJOR_VERSION >= 3
static struct PyModuleDef __pyx_moduledef = {
  #if PY_VERSION_HEX < 0x03020000
    { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
  #else
    PyModuleDef_HEAD_INIT,
  #endif
    "index",
    0, /* m_doc */
    -1, /* m_size */
    __pyx_methods /* m_methods */,
    NULL, /* m_reload */
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
#endif

static __Pyx_StringTabEntry __pyx_string_tab[] = {
  {&__pyx_n_s_AttributeError, __pyx_k_AttributeError, sizeof(__pyx_k_AttributeError), 0, 0, 1, 1},
  {&__pyx_kp_s_Cannot_assign_nan_to_integer_ser, __pyx_k_Cannot_assign_nan_to_integer_ser, sizeof(__pyx_k_Cannot_assign_nan_to_integer_ser), 0, 0, 1, 0},
  {&__pyx_n_s_Float64HashTable, __pyx_k_Float64HashTable, sizeof(__pyx_k_Float64HashTable), 0, 0, 1, 1},
  {&__pyx_kp_u_Format_string_allocated_too_shor, __pyx_k_Format_string_allocated_too_shor, sizeof(__pyx_k_Format_string_allocated_too_shor), 0, 1, 0, 0},
  {&__pyx_kp_u_Format_string_allocated_too_shor_2, __pyx_k_Format_string_allocated_too_shor_2, sizeof(__pyx_k_Format_string_allocated_too_shor_2), 0, 1, 0, 0},
  {&__pyx_n_s_ImportError, __pyx_k_ImportError, sizeof(__pyx_k_ImportError), 0, 0, 1, 1},
  {&__pyx_n_s_IndexError, __pyx_k_IndexError, sizeof(__pyx_k_IndexError), 0, 0, 1, 1},
  {&__pyx_n_s_Int64HashTable, __pyx_k_Int64HashTable, sizeof(__pyx_k_Int64HashTable), 0, 0, 1, 1},
  {&__pyx_n_s_KeyError, __pyx_k_KeyError, sizeof(__pyx_k_KeyError), 0, 0, 1, 1},
  {&__pyx_kp_s_M8_ns, __pyx_k_M8_ns, sizeof(__pyx_k_M8_ns), 0, 0, 1, 0},
  {&__pyx_kp_u_Non_native_byte_order_not_suppor, __pyx_k_Non_native_byte_order_not_suppor, sizeof(__pyx_k_Non_native_byte_order_not_suppor), 0, 1, 0, 0},
  {&__pyx_n_s_NotImplementedError, __pyx_k_NotImplementedError, sizeof(__pyx_k_NotImplementedError), 0, 0, 1, 1},
  {&__pyx_n_s_PyObjectHashTable, __pyx_k_PyObjectHashTable, sizeof(__pyx_k_PyObjectHashTable), 0, 0, 1, 1},
  {&__pyx_n_s_RuntimeError, __pyx_k_RuntimeError, sizeof(__pyx_k_RuntimeError), 0, 0, 1, 1},
  {&__pyx_n_s_SIZE_CUTOFF, __pyx_k_SIZE_CUTOFF, sizeof(__pyx_k_SIZE_CUTOFF), 0, 0, 1, 1},
  {&__pyx_n_s_Timedelta, __pyx_k_Timedelta, sizeof(__pyx_k_Timedelta), 0, 0, 1, 1},
  {&__pyx_n_s_Timestamp, __pyx_k_Timestamp, sizeof(__pyx_k_Timestamp), 0, 0, 1, 1},
  {&__pyx_n_s_TypeError, __pyx_k_TypeError, sizeof(__pyx_k_TypeError), 0, 0, 1, 1},
  {&__pyx_n_s_UTC, __pyx_k_UTC, sizeof(__pyx_k_UTC), 0, 0, 1, 1},
  {&__pyx_kp_s_Unable_to_parse_s, __pyx_k_Unable_to_parse_s, sizeof(__pyx_k_Unable_to_parse_s), 0, 0, 1, 0},
  {&__pyx_n_s_ValueError, __pyx_k_ValueError, sizeof(__pyx_k_ValueError), 0, 0, 1, 1},
  {&__pyx_n_s_algos, __pyx_k_algos, sizeof(__pyx_k_algos), 0, 0, 1, 1},
  {&__pyx_n_s_append, __pyx_k_append, sizeof(__pyx_k_append), 0, 0, 1, 1},
  {&__pyx_n_s_arr, __pyx_k_arr, sizeof(__pyx_k_arr), 0, 0, 1, 1},
  {&__pyx_n_s_asarray, __pyx_k_asarray, sizeof(__pyx_k_asarray), 0, 0, 1, 1},
  {&__pyx_kp_s_assignment_destination_is_read_o, __pyx_k_assignment_destination_is_read_o, sizeof(__pyx_k_assignment_destination_is_read_o), 0, 0, 1, 0},
  {&__pyx_n_s_astype, __pyx_k_astype, sizeof(__pyx_k_astype), 0, 0, 1, 1},
  {&__pyx_n_s_backfill_float64, __pyx_k_backfill_float64, sizeof(__pyx_k_backfill_float64), 0, 0, 1, 1},
  {&__pyx_n_s_backfill_functions, __pyx_k_backfill_functions, sizeof(__pyx_k_backfill_functions), 0, 0, 1, 1},
  {&__pyx_n_s_backfill_int64, __pyx_k_backfill_int64, sizeof(__pyx_k_backfill_int64), 0, 0, 1, 1},
  {&__pyx_n_s_backfill_object, __pyx_k_backfill_object, sizeof(__pyx_k_backfill_object), 0, 0, 1, 1},
  {&__pyx_n_s_bool, __pyx_k_bool, sizeof(__pyx_k_bool), 0, 0, 1, 1},
  {&__pyx_n_s_call_monotonic, __pyx_k_call_monotonic, sizeof(__pyx_k_call_monotonic), 0, 0, 1, 1},
  {&__pyx_n_s_data, __pyx_k_data, sizeof(__pyx_k_data), 0, 0, 1, 1},
  {&__pyx_n_s_dateutil_tz, __pyx_k_dateutil_tz, sizeof(__pyx_k_dateutil_tz), 0, 0, 1, 1},
  {&__pyx_n_s_day, __pyx_k_day, sizeof(__pyx_k_day), 0, 0, 1, 1},
  {&__pyx_n_s_delta_to_nanoseconds, __pyx_k_delta_to_nanoseconds, sizeof(__pyx_k_delta_to_nanoseconds), 0, 0, 1, 1},
  {&__pyx_n_s_dtype, __pyx_k_dtype, sizeof(__pyx_k_dtype), 0, 0, 1, 1},
  {&__pyx_n_s_du_utc, __pyx_k_du_utc, sizeof(__pyx_k_du_utc), 0, 0, 1, 1},
  {&__pyx_n_s_empty, __pyx_k_empty, sizeof(__pyx_k_empty), 0, 0, 1, 1},
  {&__pyx_n_s_ensure_float64, __pyx_k_ensure_float64, sizeof(__pyx_k_ensure_float64), 0, 0, 1, 1},
  {&__pyx_n_s_ensure_int64, __pyx_k_ensure_int64, sizeof(__pyx_k_ensure_int64), 0, 0, 1, 1},
  {&__pyx_n_s_float64, __pyx_k_float64, sizeof(__pyx_k_float64), 0, 0, 1, 1},
  {&__pyx_n_s_format, __pyx_k_format, sizeof(__pyx_k_format), 0, 0, 1, 1},
  {&__pyx_n_s_get_item, __pyx_k_get_item, sizeof(__pyx_k_get_item), 0, 0, 1, 1},
  {&__pyx_n_s_get_loc, __pyx_k_get_loc, sizeof(__pyx_k_get_loc), 0, 0, 1, 1},
  {&__pyx_n_s_get_utcoffset, __pyx_k_get_utcoffset, sizeof(__pyx_k_get_utcoffset), 0, 0, 1, 1},
  {&__pyx_n_s_get_value, __pyx_k_get_value, sizeof(__pyx_k_get_value), 0, 0, 1, 1},
  {&__pyx_n_s_get_value_at, __pyx_k_get_value_at, sizeof(__pyx_k_get_value_at), 0, 0, 1, 1},
  {&__pyx_n_s_hash, __pyx_k_hash, sizeof(__pyx_k_hash), 0, 0, 1, 1},
  {&__pyx_n_s_hashtable, __pyx_k_hashtable, sizeof(__pyx_k_hashtable), 0, 0, 1, 1},
  {&__pyx_n_s_have_pytz, __pyx_k_have_pytz, sizeof(__pyx_k_have_pytz), 0, 0, 1, 1},
  {&__pyx_kp_s_home_yoh_deb_gits_pkg_exppsy_pa, __pyx_k_home_yoh_deb_gits_pkg_exppsy_pa, sizeof(__pyx_k_home_yoh_deb_gits_pkg_exppsy_pa), 0, 0, 1, 0},
  {&__pyx_n_s_hour, __pyx_k_hour, sizeof(__pyx_k_hour), 0, 0, 1, 1},
  {&__pyx_n_s_i4, __pyx_k_i4, sizeof(__pyx_k_i4), 0, 0, 1, 1},
  {&__pyx_n_s_i8, __pyx_k_i8, sizeof(__pyx_k_i8), 0, 0, 1, 1},
  {&__pyx_n_s_import, __pyx_k_import, sizeof(__pyx_k_import), 0, 0, 1, 1},
  {&__pyx_kp_s_index_out_of_bounds, __pyx_k_index_out_of_bounds, sizeof(__pyx_k_index_out_of_bounds), 0, 0, 1, 0},
  {&__pyx_n_s_inf, __pyx_k_inf, sizeof(__pyx_k_inf), 0, 0, 1, 1},
  {&__pyx_n_s_int64, __pyx_k_int64, sizeof(__pyx_k_int64), 0, 0, 1, 1},
  {&__pyx_n_s_integer, __pyx_k_integer, sizeof(__pyx_k_integer), 0, 0, 1, 1},
  {&__pyx_n_s_is_monotonic_float64, __pyx_k_is_monotonic_float64, sizeof(__pyx_k_is_monotonic_float64), 0, 0, 1, 1},
  {&__pyx_n_s_is_monotonic_increasing, __pyx_k_is_monotonic_increasing, sizeof(__pyx_k_is_monotonic_increasing), 0, 0, 1, 1},
  {&__pyx_n_s_is_monotonic_int64, __pyx_k_is_monotonic_int64, sizeof(__pyx_k_is_monotonic_int64), 0, 0, 1, 1},
  {&__pyx_n_s_is_monotonic_object, __pyx_k_is_monotonic_object, sizeof(__pyx_k_is_monotonic_object), 0, 0, 1, 1},
  {&__pyx_n_s_is_unique, __pyx_k_is_unique, sizeof(__pyx_k_is_unique), 0, 0, 1, 1},
  {&__pyx_n_s_key, __pyx_k_key, sizeof(__pyx_k_key), 0, 0, 1, 1},
  {&__pyx_n_s_left, __pyx_k_left, sizeof(__pyx_k_left), 0, 0, 1, 1},
  {&__pyx_n_s_limit, __pyx_k_limit, sizeof(__pyx_k_limit), 0, 0, 1, 1},
  {&__pyx_n_s_loc, __pyx_k_loc, sizeof(__pyx_k_loc), 0, 0, 1, 1},
  {&__pyx_n_s_lookup, __pyx_k_lookup, sizeof(__pyx_k_lookup), 0, 0, 1, 1},
  {&__pyx_kp_s_m8_ns, __pyx_k_m8_ns, sizeof(__pyx_k_m8_ns), 0, 0, 1, 0},
  {&__pyx_n_s_main, __pyx_k_main, sizeof(__pyx_k_main), 0, 0, 1, 1},
  {&__pyx_n_s_map_locations, __pyx_k_map_locations, sizeof(__pyx_k_map_locations), 0, 0, 1, 1},
  {&__pyx_n_s_microsecond, __pyx_k_microsecond, sizeof(__pyx_k_microsecond), 0, 0, 1, 1},
  {&__pyx_n_s_minute, __pyx_k_minute, sizeof(__pyx_k_minute), 0, 0, 1, 1},
  {&__pyx_n_s_month, __pyx_k_month, sizeof(__pyx_k_month), 0, 0, 1, 1},
  {&__pyx_n_s_n, __pyx_k_n, sizeof(__pyx_k_n), 0, 0, 1, 1},
  {&__pyx_n_s_ndarray, __pyx_k_ndarray, sizeof(__pyx_k_ndarray), 0, 0, 1, 1},
  {&__pyx_kp_u_ndarray_is_not_C_contiguous, __pyx_k_ndarray_is_not_C_contiguous, sizeof(__pyx_k_ndarray_is_not_C_contiguous), 0, 1, 0, 0},
  {&__pyx_kp_u_ndarray_is_not_Fortran_contiguou, __pyx_k_ndarray_is_not_Fortran_contiguou, sizeof(__pyx_k_ndarray_is_not_Fortran_contiguou), 0, 1, 0, 0},
  {&__pyx_n_s_np, __pyx_k_np, sizeof(__pyx_k_np), 0, 0, 1, 1},
  {&__pyx_n_s_numpy, __pyx_k_numpy, sizeof(__pyx_k_numpy), 0, 0, 1, 1},
  {&__pyx_n_s_object, __pyx_k_object, sizeof(__pyx_k_object), 0, 0, 1, 1},
  {&__pyx_n_s_other, __pyx_k_other, sizeof(__pyx_k_other), 0, 0, 1, 1},
  {&__pyx_n_s_pad_float64, __pyx_k_pad_float64, sizeof(__pyx_k_pad_float64), 0, 0, 1, 1},
  {&__pyx_n_s_pad_functions, __pyx_k_pad_functions, sizeof(__pyx_k_pad_functions), 0, 0, 1, 1},
  {&__pyx_n_s_pad_int64, __pyx_k_pad_int64, sizeof(__pyx_k_pad_int64), 0, 0, 1, 1},
  {&__pyx_n_s_pad_object, __pyx_k_pad_object, sizeof(__pyx_k_pad_object), 0, 0, 1, 1},
  {&__pyx_n_s_pandas, __pyx_k_pandas, sizeof(__pyx_k_pandas), 0, 0, 1, 1},
  {&__pyx_n_s_pandas_index, __pyx_k_pandas_index, sizeof(__pyx_k_pandas_index), 0, 0, 1, 1},
  {&__pyx_n_s_pandas_tslib, __pyx_k_pandas_tslib, sizeof(__pyx_k_pandas_tslib), 0, 0, 1, 1},
  {&__pyx_n_s_period, __pyx_k_period, sizeof(__pyx_k_period), 0, 0, 1, 1},
  {&__pyx_n_s_pytz, __pyx_k_pytz, sizeof(__pyx_k_pytz), 0, 0, 1, 1},
  {&__pyx_n_s_pyx_vtable, __pyx_k_pyx_vtable, sizeof(__pyx_k_pyx_vtable), 0, 0, 1, 1},
  {&__pyx_n_s_range, __pyx_k_range, sizeof(__pyx_k_range), 0, 0, 1, 1},
  {&__pyx_n_s_repeat, __pyx_k_repeat, sizeof(__pyx_k_repeat), 0, 0, 1, 1},
  {&__pyx_n_s_resize, __pyx_k_resize, sizeof(__pyx_k_resize), 0, 0, 1, 1},
  {&__pyx_n_s_right, __pyx_k_right, sizeof(__pyx_k_right), 0, 0, 1, 1},
  {&__pyx_n_s_searchsorted, __pyx_k_searchsorted, sizeof(__pyx_k_searchsorted), 0, 0, 1, 1},
  {&__pyx_n_s_second, __pyx_k_second, sizeof(__pyx_k_second), 0, 0, 1, 1},
  {&__pyx_n_s_set_value, __pyx_k_set_value, sizeof(__pyx_k_set_value), 0, 0, 1, 1},
  {&__pyx_n_s_set_value_at, __pyx_k_set_value_at, sizeof(__pyx_k_set_value_at), 0, 0, 1, 1},
  {&__pyx_n_s_side, __pyx_k_side, sizeof(__pyx_k_side), 0, 0, 1, 1},
  {&__pyx_n_s_test, __pyx_k_test, sizeof(__pyx_k_test), 0, 0, 1, 1},
  {&__pyx_n_s_timelike, __pyx_k_timelike, sizeof(__pyx_k_timelike), 0, 0, 1, 1},
  {&__pyx_n_s_tslib, __pyx_k_tslib, sizeof(__pyx_k_tslib), 0, 0, 1, 1},
  {&__pyx_n_s_typ, __pyx_k_typ, sizeof(__pyx_k_typ), 0, 0, 1, 1},
  {&__pyx_n_s_type, __pyx_k_type, sizeof(__pyx_k_type), 0, 0, 1, 1},
  {&__pyx_n_s_tz, __pyx_k_tz, sizeof(__pyx_k_tz), 0, 0, 1, 1},
  {&__pyx_n_s_tzinfo, __pyx_k_tzinfo, sizeof(__pyx_k_tzinfo), 0, 0, 1, 1},
  {&__pyx_n_s_tzutc, __pyx_k_tzutc, sizeof(__pyx_k_tzutc), 0, 0, 1, 1},
  {&__pyx_n_s_uint8, __pyx_k_uint8, sizeof(__pyx_k_uint8), 0, 0, 1, 1},
  {&__pyx_kp_u_unknown_dtype_code_in_numpy_pxd, __pyx_k_unknown_dtype_code_in_numpy_pxd, sizeof(__pyx_k_unknown_dtype_code_in_numpy_pxd), 0, 1, 0, 0},
  {&__pyx_n_s_utc, __pyx_k_utc, sizeof(__pyx_k_utc), 0, 0, 1, 1},
  {&__pyx_n_s_val, __pyx_k_val, sizeof(__pyx_k_val), 0, 0, 1, 1},
  {&__pyx_kp_s_val_is_an_invalid_key, __pyx_k_val_is_an_invalid_key, sizeof(__pyx_k_val_is_an_invalid_key), 0, 0, 1, 0},
  {&__pyx_n_s_value, __pyx_k_value, sizeof(__pyx_k_value), 0, 0, 1, 1},
  {&__pyx_n_s_vgetter, __pyx_k_vgetter, sizeof(__pyx_k_vgetter), 0, 0, 1, 1},
  {&__pyx_n_s_view, __pyx_k_view, sizeof(__pyx_k_view), 0, 0, 1, 1},
  {&__pyx_n_s_year, __pyx_k_year, sizeof(__pyx_k_year), 0, 0, 1, 1},
  {0, 0, 0, 0, 0, 0, 0}
};
static int __Pyx_InitCachedBuiltins(void) {
  __pyx_builtin_ImportError = __Pyx_GetBuiltinName(__pyx_n_s_ImportError); if (!__pyx_builtin_ImportError) __PYX_ERR(0, 39, __pyx_L1_error)
  __pyx_builtin_TypeError = __Pyx_GetBuiltinName(__pyx_n_s_TypeError); if (!__pyx_builtin_TypeError) __PYX_ERR(0, 52, __pyx_L1_error)
  __pyx_builtin_KeyError = __Pyx_GetBuiltinName(__pyx_n_s_KeyError); if (!__pyx_builtin_KeyError) __PYX_ERR(0, 149, __pyx_L1_error)
  __pyx_builtin_range = __Pyx_GetBuiltinName(__pyx_n_s_range); if (!__pyx_builtin_range) __PYX_ERR(0, 198, __pyx_L1_error)
  __pyx_builtin_NotImplementedError = __Pyx_GetBuiltinName(__pyx_n_s_NotImplementedError); if (!__pyx_builtin_NotImplementedError) __PYX_ERR(0, 261, __pyx_L1_error)
  __pyx_builtin_AttributeError = __Pyx_GetBuiltinName(__pyx_n_s_AttributeError); if (!__pyx_builtin_AttributeError) __PYX_ERR(0, 586, __pyx_L1_error)
  __pyx_builtin_ValueError = __Pyx_GetBuiltinName(__pyx_n_s_ValueError); if (!__pyx_builtin_ValueError) __PYX_ERR(0, 650, __pyx_L1_error)
  __pyx_builtin_RuntimeError = __Pyx_GetBuiltinName(__pyx_n_s_RuntimeError); if (!__pyx_builtin_RuntimeError) __PYX_ERR(2, 803, __pyx_L1_error)
  __pyx_builtin_IndexError = __Pyx_GetBuiltinName(__pyx_n_s_IndexError); if (!__pyx_builtin_IndexError) __PYX_ERR(3, 69, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}

static int __Pyx_InitCachedConstants(void) {
  __Pyx_RefNannyDeclarations
  __Pyx_RefNannySetupContext("__Pyx_InitCachedConstants", 0);

  /* "pandas/index.pyx":550
 * 
 *     cdef _get_index_values(self):
 *         return self.vgetter().view('i8')             # <<<<<<<<<<<<<<
 * 
 *     def _call_monotonic(self, values):
 */
  __pyx_tuple_ = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple_)) __PYX_ERR(0, 550, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple_);
  __Pyx_GIVEREF(__pyx_tuple_);

  /* "pandas/index.pyx":604
 *         self._ensure_mapping_populated()
 *         if values.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(values)).astype('i4')             # <<<<<<<<<<<<<<
 *         values = np.asarray(values).view('i8')
 *         return self.mapping.lookup(values)
 */
  __pyx_tuple__2 = PyTuple_Pack(1, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__2)) __PYX_ERR(0, 604, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__2);
  __Pyx_GIVEREF(__pyx_tuple__2);

  /* "pandas/index.pyx":605
 *         if values.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(values)).astype('i4')
 *         values = np.asarray(values).view('i8')             # <<<<<<<<<<<<<<
 *         return self.mapping.lookup(values)
 * 
 */
  __pyx_tuple__3 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__3)) __PYX_ERR(0, 605, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__3);
  __Pyx_GIVEREF(__pyx_tuple__3);

  /* "pandas/index.pyx":610
 *     def get_pad_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')             # <<<<<<<<<<<<<<
 *         other = np.asarray(other).view('i8')
 *         return algos.pad_int64(self._get_index_values(), other,
 */
  __pyx_tuple__4 = PyTuple_Pack(1, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__4)) __PYX_ERR(0, 610, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__4);
  __Pyx_GIVEREF(__pyx_tuple__4);

  /* "pandas/index.pyx":611
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')             # <<<<<<<<<<<<<<
 *         return algos.pad_int64(self._get_index_values(), other,
 *                                 limit=limit)
 */
  __pyx_tuple__5 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__5)) __PYX_ERR(0, 611, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__5);
  __Pyx_GIVEREF(__pyx_tuple__5);

  /* "pandas/index.pyx":617
 *     def get_backfill_indexer(self, other, limit=None):
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')             # <<<<<<<<<<<<<<
 *         other = np.asarray(other).view('i8')
 *         return algos.backfill_int64(self._get_index_values(), other,
 */
  __pyx_tuple__6 = PyTuple_Pack(1, __pyx_n_s_i4); if (unlikely(!__pyx_tuple__6)) __PYX_ERR(0, 617, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__6);
  __Pyx_GIVEREF(__pyx_tuple__6);

  /* "pandas/index.pyx":618
 *         if other.dtype != self._get_box_dtype():
 *             return np.repeat(-1, len(other)).astype('i4')
 *         other = np.asarray(other).view('i8')             # <<<<<<<<<<<<<<
 *         return algos.backfill_int64(self._get_index_values(), other,
 *                                      limit=limit)
 */
  __pyx_tuple__7 = PyTuple_Pack(1, __pyx_n_s_i8); if (unlikely(!__pyx_tuple__7)) __PYX_ERR(0, 618, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__7);
  __Pyx_GIVEREF(__pyx_tuple__7);

  /* "pandas/index.pyx":650
 *     if issubclass(arr.dtype.type, (np.integer, np.bool_)):
 *         if util.is_float_object(value) and value != value:
 *             raise ValueError('Cannot assign nan to integer series')             # <<<<<<<<<<<<<<
 * 
 *     return value
 */
  __pyx_tuple__8 = PyTuple_Pack(1, __pyx_kp_s_Cannot_assign_nan_to_integer_ser); if (unlikely(!__pyx_tuple__8)) __PYX_ERR(0, 650, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__8);
  __Pyx_GIVEREF(__pyx_tuple__8);

  /* "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__9 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_C_contiguous); if (unlikely(!__pyx_tuple__9)) __PYX_ERR(2, 217, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__9);
  __Pyx_GIVEREF(__pyx_tuple__9);

  /* "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__10 = PyTuple_Pack(1, __pyx_kp_u_ndarray_is_not_Fortran_contiguou); if (unlikely(!__pyx_tuple__10)) __PYX_ERR(2, 221, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__10);
  __Pyx_GIVEREF(__pyx_tuple__10);

  /* "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__11 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__11)) __PYX_ERR(2, 259, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__11);
  __Pyx_GIVEREF(__pyx_tuple__11);

  /* "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__12 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor); if (unlikely(!__pyx_tuple__12)) __PYX_ERR(2, 803, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__12);
  __Pyx_GIVEREF(__pyx_tuple__12);

  /* "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__13 = PyTuple_Pack(1, __pyx_kp_u_Non_native_byte_order_not_suppor); if (unlikely(!__pyx_tuple__13)) __PYX_ERR(2, 807, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__13);
  __Pyx_GIVEREF(__pyx_tuple__13);

  /* "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__14 = PyTuple_Pack(1, __pyx_kp_u_Format_string_allocated_too_shor_2); if (unlikely(!__pyx_tuple__14)) __PYX_ERR(2, 827, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__14);
  __Pyx_GIVEREF(__pyx_tuple__14);

  /* "util.pxd":69
 *         i += sz
 *     elif i >= sz or sz == 0:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     return get_value_1d(arr, i)
 */
  __pyx_tuple__15 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__15)) __PYX_ERR(3, 69, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__15);
  __Pyx_GIVEREF(__pyx_tuple__15);

  /* "util.pxd":91
 *         i += sz
 *     elif i >= sz:
 *         raise IndexError('index out of bounds')             # <<<<<<<<<<<<<<
 * 
 *     assign_value_1d(arr, i, value)
 */
  __pyx_tuple__16 = PyTuple_Pack(1, __pyx_kp_s_index_out_of_bounds); if (unlikely(!__pyx_tuple__16)) __PYX_ERR(3, 91, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__16);
  __Pyx_GIVEREF(__pyx_tuple__16);

  /* "util.pxd":99
 *     """
 *     if not cnp.PyArray_ISWRITEABLE(arr):
 *         raise ValueError('assignment destination is read-only')             # <<<<<<<<<<<<<<
 * 
 *     set_value_at_unsafe(arr, loc, value)
 */
  __pyx_tuple__17 = PyTuple_Pack(1, __pyx_kp_s_assignment_destination_is_read_o); if (unlikely(!__pyx_tuple__17)) __PYX_ERR(3, 99, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__17);
  __Pyx_GIVEREF(__pyx_tuple__17);

  /* "pandas/index.pyx":60
 * 
 * 
 * def get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 */
  __pyx_tuple__18 = PyTuple_Pack(2, __pyx_n_s_arr, __pyx_n_s_loc); if (unlikely(!__pyx_tuple__18)) __PYX_ERR(0, 60, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__18);
  __Pyx_GIVEREF(__pyx_tuple__18);
  __pyx_codeobj__19 = (PyObject*)__Pyx_PyCode_New(2, 0, 2, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__18, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yoh_deb_gits_pkg_exppsy_pa, __pyx_n_s_get_value_at, 60, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__19)) __PYX_ERR(0, 60, __pyx_L1_error)

  /* "pandas/index.pyx":68
 * 
 * 
 * def set_value_at(ndarray arr, object loc, object val):             # <<<<<<<<<<<<<<
 *     return util.set_value_at(arr, loc, val)
 * 
 */
  __pyx_tuple__20 = PyTuple_Pack(3, __pyx_n_s_arr, __pyx_n_s_loc, __pyx_n_s_val); if (unlikely(!__pyx_tuple__20)) __PYX_ERR(0, 68, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_tuple__20);
  __Pyx_GIVEREF(__pyx_tuple__20);
  __pyx_codeobj__21 = (PyObject*)__Pyx_PyCode_New(3, 0, 3, 0, 0, __pyx_empty_bytes, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_tuple__20, __pyx_empty_tuple, __pyx_empty_tuple, __pyx_kp_s_home_yoh_deb_gits_pkg_exppsy_pa, __pyx_n_s_set_value_at, 68, __pyx_empty_bytes); if (unlikely(!__pyx_codeobj__21)) __PYX_ERR(0, 68, __pyx_L1_error)
  __Pyx_RefNannyFinishContext();
  return 0;
  __pyx_L1_error:;
  __Pyx_RefNannyFinishContext();
  return -1;
}

static int __Pyx_InitGlobals(void) {
  if (__Pyx_InitStrings(__pyx_string_tab) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
  __pyx_int_0 = PyInt_FromLong(0); if (unlikely(!__pyx_int_0)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_15 = PyInt_FromLong(15); if (unlikely(!__pyx_int_15)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_1000000 = PyInt_FromLong(1000000L); if (unlikely(!__pyx_int_1000000)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_int_neg_1 = PyInt_FromLong(-1); if (unlikely(!__pyx_int_neg_1)) __PYX_ERR(0, 1, __pyx_L1_error)
  return 0;
  __pyx_L1_error:;
  return -1;
}

#if PY_MAJOR_VERSION < 3
PyMODINIT_FUNC initindex(void); /*proto*/
PyMODINIT_FUNC initindex(void)
#else
PyMODINIT_FUNC PyInit_index(void); /*proto*/
PyMODINIT_FUNC PyInit_index(void)
#endif
{
  PyObject *__pyx_t_1 = NULL;
  PyObject *__pyx_t_2 = NULL;
  PyObject *__pyx_t_3 = NULL;
  PyObject *__pyx_t_4 = NULL;
  PyObject *__pyx_t_5 = NULL;
  PyObject *__pyx_t_6 = NULL;
  int __pyx_t_7;
  PyObject *__pyx_t_8 = NULL;
  __Pyx_RefNannyDeclarations
  #if CYTHON_REFNANNY
  __Pyx_RefNanny = __Pyx_RefNannyImportAPI("refnanny");
  if (!__Pyx_RefNanny) {
      PyErr_Clear();
      __Pyx_RefNanny = __Pyx_RefNannyImportAPI("Cython.Runtime.refnanny");
      if (!__Pyx_RefNanny)
          Py_FatalError("failed to import 'refnanny' module");
  }
  #endif
  __Pyx_RefNannySetupContext("PyMODINIT_FUNC PyInit_index(void)", 0);
  if (__Pyx_check_binary_version() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_tuple = PyTuple_New(0); if (unlikely(!__pyx_empty_tuple)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_bytes = PyBytes_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_bytes)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_empty_unicode = PyUnicode_FromStringAndSize("", 0); if (unlikely(!__pyx_empty_unicode)) __PYX_ERR(0, 1, __pyx_L1_error)
  #ifdef __Pyx_CyFunction_USED
  if (__pyx_CyFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_FusedFunction_USED
  if (__pyx_FusedFunction_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Coroutine_USED
  if (__pyx_Coroutine_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_Generator_USED
  if (__pyx_Generator_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  #ifdef __Pyx_StopAsyncIteration_USED
  if (__pyx_StopAsyncIteration_init() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  /*--- Library function declarations ---*/
  /*--- Threads initialization code ---*/
  #if defined(__PYX_FORCE_INIT_THREADS) && __PYX_FORCE_INIT_THREADS
  #ifdef WITH_THREAD /* Python build with threading support? */
  PyEval_InitThreads();
  #endif
  #endif
  /*--- Module creation code ---*/
  #if PY_MAJOR_VERSION < 3
  __pyx_m = Py_InitModule4("index", __pyx_methods, 0, 0, PYTHON_API_VERSION); Py_XINCREF(__pyx_m);
  #else
  __pyx_m = PyModule_Create(&__pyx_moduledef);
  #endif
  if (unlikely(!__pyx_m)) __PYX_ERR(0, 1, __pyx_L1_error)
  __pyx_d = PyModule_GetDict(__pyx_m); if (unlikely(!__pyx_d)) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_INCREF(__pyx_d);
  __pyx_b = PyImport_AddModule(__Pyx_BUILTIN_MODULE_NAME); if (unlikely(!__pyx_b)) __PYX_ERR(0, 1, __pyx_L1_error)
  #if CYTHON_COMPILING_IN_PYPY
  Py_INCREF(__pyx_b);
  #endif
  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) __PYX_ERR(0, 1, __pyx_L1_error);
  /*--- Initialize various global constants etc. ---*/
  if (__Pyx_InitGlobals() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT)
  if (__Pyx_init_sys_getdefaultencoding_params() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif
  if (__pyx_module_is_main_pandas__index) {
    if (PyObject_SetAttrString(__pyx_m, "__name__", __pyx_n_s_main) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  }
  #if PY_MAJOR_VERSION >= 3
  {
    PyObject *modules = PyImport_GetModuleDict(); if (unlikely(!modules)) __PYX_ERR(0, 1, __pyx_L1_error)
    if (!PyDict_GetItemString(modules, "pandas.index")) {
      if (unlikely(PyDict_SetItemString(modules, "pandas.index", __pyx_m) < 0)) __PYX_ERR(0, 1, __pyx_L1_error)
    }
  }
  #endif
  /*--- Builtin init code ---*/
  if (__Pyx_InitCachedBuiltins() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Constants init code ---*/
  if (__Pyx_InitCachedConstants() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  /*--- Global init code ---*/
  /*--- Variable export code ---*/
  /*--- Function export code ---*/
  /*--- Type init code ---*/
  __pyx_vtabptr_6pandas_5index_IndexEngine = &__pyx_vtable_6pandas_5index_IndexEngine;
  __pyx_vtable_6pandas_5index_IndexEngine.get_value = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyArrayObject *, PyObject *, int __pyx_skip_dispatch, struct __pyx_opt_args_6pandas_5index_11IndexEngine_get_value *__pyx_optional_args))__pyx_f_6pandas_5index_11IndexEngine_get_value;
  __pyx_vtable_6pandas_5index_IndexEngine.set_value = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyArrayObject *, PyObject *, PyObject *, int __pyx_skip_dispatch))__pyx_f_6pandas_5index_11IndexEngine_set_value;
  __pyx_vtable_6pandas_5index_IndexEngine.get_loc = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *, int __pyx_skip_dispatch))__pyx_f_6pandas_5index_11IndexEngine_get_loc;
  __pyx_vtable_6pandas_5index_IndexEngine._get_loc_duplicates = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11IndexEngine__get_loc_duplicates;
  __pyx_vtable_6pandas_5index_IndexEngine._maybe_get_bool_indexer = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11IndexEngine__maybe_get_bool_indexer;
  __pyx_vtable_6pandas_5index_IndexEngine._do_monotonic_check = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_11IndexEngine__do_monotonic_check;
  __pyx_vtable_6pandas_5index_IndexEngine._get_index_values = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_11IndexEngine__get_index_values;
  __pyx_vtable_6pandas_5index_IndexEngine._make_hash_table = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11IndexEngine__make_hash_table;
  __pyx_vtable_6pandas_5index_IndexEngine._check_type = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11IndexEngine__check_type;
  __pyx_vtable_6pandas_5index_IndexEngine._ensure_mapping_populated = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_11IndexEngine__ensure_mapping_populated;
  __pyx_vtable_6pandas_5index_IndexEngine.initialize = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_11IndexEngine_initialize;
  if (PyType_Ready(&__pyx_type_6pandas_5index_IndexEngine) < 0) __PYX_ERR(0, 76, __pyx_L1_error)
  __pyx_type_6pandas_5index_IndexEngine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_IndexEngine.tp_dict, __pyx_vtabptr_6pandas_5index_IndexEngine) < 0) __PYX_ERR(0, 76, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "IndexEngine", (PyObject *)&__pyx_type_6pandas_5index_IndexEngine) < 0) __PYX_ERR(0, 76, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_IndexEngine = &__pyx_type_6pandas_5index_IndexEngine;
  __pyx_vtabptr_6pandas_5index_Int64Engine = &__pyx_vtable_6pandas_5index_Int64Engine;
  __pyx_vtable_6pandas_5index_Int64Engine.__pyx_base = *__pyx_vtabptr_6pandas_5index_IndexEngine;
  __pyx_vtable_6pandas_5index_Int64Engine.__pyx_base._maybe_get_bool_indexer = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11Int64Engine__maybe_get_bool_indexer;
  __pyx_vtable_6pandas_5index_Int64Engine.__pyx_base._get_index_values = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_11Int64Engine__get_index_values;
  __pyx_vtable_6pandas_5index_Int64Engine.__pyx_base._make_hash_table = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11Int64Engine__make_hash_table;
  __pyx_vtable_6pandas_5index_Int64Engine.__pyx_base._check_type = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_11Int64Engine__check_type;
  __pyx_type_6pandas_5index_Int64Engine.tp_base = __pyx_ptype_6pandas_5index_IndexEngine;
  if (PyType_Ready(&__pyx_type_6pandas_5index_Int64Engine) < 0) __PYX_ERR(0, 368, __pyx_L1_error)
  __pyx_type_6pandas_5index_Int64Engine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_Int64Engine.tp_dict, __pyx_vtabptr_6pandas_5index_Int64Engine) < 0) __PYX_ERR(0, 368, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "Int64Engine", (PyObject *)&__pyx_type_6pandas_5index_Int64Engine) < 0) __PYX_ERR(0, 368, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_Int64Engine = &__pyx_type_6pandas_5index_Int64Engine;
  __pyx_vtabptr_6pandas_5index_Float64Engine = &__pyx_vtable_6pandas_5index_Float64Engine;
  __pyx_vtable_6pandas_5index_Float64Engine.__pyx_base = *__pyx_vtabptr_6pandas_5index_IndexEngine;
  __pyx_vtable_6pandas_5index_Float64Engine.__pyx_base._maybe_get_bool_indexer = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_13Float64Engine__maybe_get_bool_indexer;
  __pyx_vtable_6pandas_5index_Float64Engine.__pyx_base._get_index_values = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_13Float64Engine__get_index_values;
  __pyx_vtable_6pandas_5index_Float64Engine.__pyx_base._make_hash_table = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_13Float64Engine__make_hash_table;
  __pyx_type_6pandas_5index_Float64Engine.tp_base = __pyx_ptype_6pandas_5index_IndexEngine;
  if (PyType_Ready(&__pyx_type_6pandas_5index_Float64Engine) < 0) __PYX_ERR(0, 429, __pyx_L1_error)
  __pyx_type_6pandas_5index_Float64Engine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_Float64Engine.tp_dict, __pyx_vtabptr_6pandas_5index_Float64Engine) < 0) __PYX_ERR(0, 429, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "Float64Engine", (PyObject *)&__pyx_type_6pandas_5index_Float64Engine) < 0) __PYX_ERR(0, 429, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_Float64Engine = &__pyx_type_6pandas_5index_Float64Engine;
  __pyx_vtabptr_6pandas_5index_ObjectEngine = &__pyx_vtable_6pandas_5index_ObjectEngine;
  __pyx_vtable_6pandas_5index_ObjectEngine.__pyx_base = *__pyx_vtabptr_6pandas_5index_IndexEngine;
  __pyx_vtable_6pandas_5index_ObjectEngine.__pyx_base._make_hash_table = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *))__pyx_f_6pandas_5index_12ObjectEngine__make_hash_table;
  __pyx_type_6pandas_5index_ObjectEngine.tp_base = __pyx_ptype_6pandas_5index_IndexEngine;
  if (PyType_Ready(&__pyx_type_6pandas_5index_ObjectEngine) < 0) __PYX_ERR(0, 515, __pyx_L1_error)
  __pyx_type_6pandas_5index_ObjectEngine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_ObjectEngine.tp_dict, __pyx_vtabptr_6pandas_5index_ObjectEngine) < 0) __PYX_ERR(0, 515, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "ObjectEngine", (PyObject *)&__pyx_type_6pandas_5index_ObjectEngine) < 0) __PYX_ERR(0, 515, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_ObjectEngine = &__pyx_type_6pandas_5index_ObjectEngine;
  __pyx_vtabptr_6pandas_5index_DatetimeEngine = &__pyx_vtable_6pandas_5index_DatetimeEngine;
  __pyx_vtable_6pandas_5index_DatetimeEngine.__pyx_base = *__pyx_vtabptr_6pandas_5index_Int64Engine;
  __pyx_vtable_6pandas_5index_DatetimeEngine.__pyx_base.__pyx_base.get_loc = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *, PyObject *, int __pyx_skip_dispatch))__pyx_f_6pandas_5index_14DatetimeEngine_get_loc;
  __pyx_vtable_6pandas_5index_DatetimeEngine.__pyx_base.__pyx_base._get_index_values = (PyObject *(*)(struct __pyx_obj_6pandas_5index_IndexEngine *))__pyx_f_6pandas_5index_14DatetimeEngine__get_index_values;
  __pyx_vtable_6pandas_5index_DatetimeEngine._get_box_dtype = (PyObject *(*)(struct __pyx_obj_6pandas_5index_DatetimeEngine *))__pyx_f_6pandas_5index_14DatetimeEngine__get_box_dtype;
  __pyx_vtable_6pandas_5index_DatetimeEngine._date_check_type = (PyObject *(*)(struct __pyx_obj_6pandas_5index_DatetimeEngine *, PyObject *))__pyx_f_6pandas_5index_14DatetimeEngine__date_check_type;
  __pyx_type_6pandas_5index_DatetimeEngine.tp_base = __pyx_ptype_6pandas_5index_Int64Engine;
  if (PyType_Ready(&__pyx_type_6pandas_5index_DatetimeEngine) < 0) __PYX_ERR(0, 532, __pyx_L1_error)
  __pyx_type_6pandas_5index_DatetimeEngine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_DatetimeEngine.tp_dict, __pyx_vtabptr_6pandas_5index_DatetimeEngine) < 0) __PYX_ERR(0, 532, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "DatetimeEngine", (PyObject *)&__pyx_type_6pandas_5index_DatetimeEngine) < 0) __PYX_ERR(0, 532, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_DatetimeEngine = &__pyx_type_6pandas_5index_DatetimeEngine;
  __pyx_vtabptr_6pandas_5index_TimedeltaEngine = &__pyx_vtable_6pandas_5index_TimedeltaEngine;
  __pyx_vtable_6pandas_5index_TimedeltaEngine.__pyx_base = *__pyx_vtabptr_6pandas_5index_DatetimeEngine;
  __pyx_vtable_6pandas_5index_TimedeltaEngine.__pyx_base._get_box_dtype = (PyObject *(*)(struct __pyx_obj_6pandas_5index_DatetimeEngine *))__pyx_f_6pandas_5index_15TimedeltaEngine__get_box_dtype;
  __pyx_type_6pandas_5index_TimedeltaEngine.tp_base = __pyx_ptype_6pandas_5index_DatetimeEngine;
  if (PyType_Ready(&__pyx_type_6pandas_5index_TimedeltaEngine) < 0) __PYX_ERR(0, 623, __pyx_L1_error)
  __pyx_type_6pandas_5index_TimedeltaEngine.tp_print = 0;
  if (__Pyx_SetVtable(__pyx_type_6pandas_5index_TimedeltaEngine.tp_dict, __pyx_vtabptr_6pandas_5index_TimedeltaEngine) < 0) __PYX_ERR(0, 623, __pyx_L1_error)
  if (PyObject_SetAttrString(__pyx_m, "TimedeltaEngine", (PyObject *)&__pyx_type_6pandas_5index_TimedeltaEngine) < 0) __PYX_ERR(0, 623, __pyx_L1_error)
  __pyx_ptype_6pandas_5index_TimedeltaEngine = &__pyx_type_6pandas_5index_TimedeltaEngine;
  /*--- Type import code ---*/
  __pyx_ptype_7cpython_4type_type = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "type", 
  #if CYTHON_COMPILING_IN_PYPY
  sizeof(PyTypeObject),
  #else
  sizeof(PyHeapTypeObject),
  #endif
  0); if (unlikely(!__pyx_ptype_7cpython_4type_type)) __PYX_ERR(4, 9, __pyx_L1_error)
  __pyx_ptype_7cpython_4bool_bool = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "bool", sizeof(PyBoolObject), 0); if (unlikely(!__pyx_ptype_7cpython_4bool_bool)) __PYX_ERR(5, 8, __pyx_L1_error)
  __pyx_ptype_7cpython_7complex_complex = __Pyx_ImportType(__Pyx_BUILTIN_MODULE_NAME, "complex", sizeof(PyComplexObject), 0); if (unlikely(!__pyx_ptype_7cpython_7complex_complex)) __PYX_ERR(6, 15, __pyx_L1_error)
  __pyx_ptype_5numpy_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr), 0); if (unlikely(!__pyx_ptype_5numpy_dtype)) __PYX_ERR(2, 157, __pyx_L1_error)
  __pyx_ptype_5numpy_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_flatiter)) __PYX_ERR(2, 167, __pyx_L1_error)
  __pyx_ptype_5numpy_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject), 0); if (unlikely(!__pyx_ptype_5numpy_broadcast)) __PYX_ERR(2, 171, __pyx_L1_error)
  __pyx_ptype_5numpy_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject), 0); if (unlikely(!__pyx_ptype_5numpy_ndarray)) __PYX_ERR(2, 180, __pyx_L1_error)
  __pyx_ptype_5numpy_ufunc = __Pyx_ImportType("numpy", "ufunc", sizeof(PyUFuncObject), 0); if (unlikely(!__pyx_ptype_5numpy_ufunc)) __PYX_ERR(2, 865, __pyx_L1_error)
  __pyx_ptype_6pandas_9hashtable_HashTable = __Pyx_ImportType("pandas.hashtable", "HashTable", sizeof(struct __pyx_obj_6pandas_9hashtable_HashTable), 1); if (unlikely(!__pyx_ptype_6pandas_9hashtable_HashTable)) __PYX_ERR(7, 5, __pyx_L1_error)
  __pyx_ptype_6pandas_9hashtable_Int64HashTable = __Pyx_ImportType("pandas.hashtable", "Int64HashTable", sizeof(struct __pyx_obj_6pandas_9hashtable_Int64HashTable), 1); if (unlikely(!__pyx_ptype_6pandas_9hashtable_Int64HashTable)) __PYX_ERR(7, 8, __pyx_L1_error)
  __pyx_vtabptr_6pandas_9hashtable_Int64HashTable = (struct __pyx_vtabstruct_6pandas_9hashtable_Int64HashTable*)__Pyx_GetVtable(__pyx_ptype_6pandas_9hashtable_Int64HashTable->tp_dict); if (unlikely(!__pyx_vtabptr_6pandas_9hashtable_Int64HashTable)) __PYX_ERR(7, 8, __pyx_L1_error)
  __pyx_ptype_6pandas_9hashtable_Float64HashTable = __Pyx_ImportType("pandas.hashtable", "Float64HashTable", sizeof(struct __pyx_obj_6pandas_9hashtable_Float64HashTable), 1); if (unlikely(!__pyx_ptype_6pandas_9hashtable_Float64HashTable)) __PYX_ERR(7, 14, __pyx_L1_error)
  __pyx_vtabptr_6pandas_9hashtable_Float64HashTable = (struct __pyx_vtabstruct_6pandas_9hashtable_Float64HashTable*)__Pyx_GetVtable(__pyx_ptype_6pandas_9hashtable_Float64HashTable->tp_dict); if (unlikely(!__pyx_vtabptr_6pandas_9hashtable_Float64HashTable)) __PYX_ERR(7, 14, __pyx_L1_error)
  __pyx_ptype_6pandas_9hashtable_PyObjectHashTable = __Pyx_ImportType("pandas.hashtable", "PyObjectHashTable", sizeof(struct __pyx_obj_6pandas_9hashtable_PyObjectHashTable), 1); if (unlikely(!__pyx_ptype_6pandas_9hashtable_PyObjectHashTable)) __PYX_ERR(7, 20, __pyx_L1_error)
  __pyx_vtabptr_6pandas_9hashtable_PyObjectHashTable = (struct __pyx_vtabstruct_6pandas_9hashtable_PyObjectHashTable*)__Pyx_GetVtable(__pyx_ptype_6pandas_9hashtable_PyObjectHashTable->tp_dict); if (unlikely(!__pyx_vtabptr_6pandas_9hashtable_PyObjectHashTable)) __PYX_ERR(7, 20, __pyx_L1_error)
  __pyx_ptype_8datetime_date = __Pyx_ImportType("datetime", "date", sizeof(PyDateTime_Date), 0); if (unlikely(!__pyx_ptype_8datetime_date)) __PYX_ERR(1, 16, __pyx_L1_error)
  __pyx_ptype_8datetime_datetime = __Pyx_ImportType("datetime", "datetime", sizeof(PyDateTime_DateTime), 0); if (unlikely(!__pyx_ptype_8datetime_datetime)) __PYX_ERR(1, 19, __pyx_L1_error)
  __pyx_ptype_8datetime_timedelta = __Pyx_ImportType("datetime", "timedelta", sizeof(PyDateTime_Delta), 0); if (unlikely(!__pyx_ptype_8datetime_timedelta)) __PYX_ERR(1, 22, __pyx_L1_error)
  /*--- Variable import code ---*/
  __pyx_t_1 = __Pyx_ImportModule("pandas.tslib"); if (!__pyx_t_1) __PYX_ERR(0, 1, __pyx_L1_error)
  if (__Pyx_ImportVoidPtr(__pyx_t_1, "_nat_scalar_rules", (void **)&__pyx_vp_6pandas_5tslib__nat_scalar_rules, "int [6]") < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  Py_DECREF(__pyx_t_1); __pyx_t_1 = 0;
  /*--- Function import code ---*/
  /*--- Execution code ---*/
  #if defined(__Pyx_Generator_USED) || defined(__Pyx_Coroutine_USED)
  if (__Pyx_patch_abc() < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  #endif

  /* "pandas/index.pyx":11
 * cimport numpy as cnp
 * 
 * cnp.import_array()             # <<<<<<<<<<<<<<
 * cnp.import_ufunc()
 * 
 */
  import_array();

  /* "pandas/index.pyx":12
 * 
 * cnp.import_array()
 * cnp.import_ufunc()             # <<<<<<<<<<<<<<
 * 
 * cimport util
 */
  import_ufunc();

  /* "pandas/index.pyx":16
 * cimport util
 * 
 * import numpy as np             # <<<<<<<<<<<<<<
 * 
 * cimport tslib
 */
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_numpy, 0, -1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 16, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_np, __pyx_t_2) < 0) __PYX_ERR(0, 16, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/index.pyx":20
 * cimport tslib
 * from hashtable cimport *
 * from pandas import algos, tslib, hashtable as _hash             # <<<<<<<<<<<<<<
 * from pandas.tslib import Timestamp, Timedelta
 * 
 */
  __pyx_t_2 = PyList_New(3); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_INCREF(__pyx_n_s_algos);
  __Pyx_GIVEREF(__pyx_n_s_algos);
  PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_algos);
  __Pyx_INCREF(__pyx_n_s_tslib);
  __Pyx_GIVEREF(__pyx_n_s_tslib);
  PyList_SET_ITEM(__pyx_t_2, 1, __pyx_n_s_tslib);
  __Pyx_INCREF(__pyx_n_s_hashtable);
  __Pyx_GIVEREF(__pyx_n_s_hashtable);
  PyList_SET_ITEM(__pyx_t_2, 2, __pyx_n_s_hashtable);
  __pyx_t_3 = __Pyx_Import(__pyx_n_s_pandas, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_algos, __pyx_t_2) < 0) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_tslib); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_tslib, __pyx_t_2) < 0) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_hashtable); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_hash, __pyx_t_2) < 0) __PYX_ERR(0, 20, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":21
 * from hashtable cimport *
 * from pandas import algos, tslib, hashtable as _hash
 * from pandas.tslib import Timestamp, Timedelta             # <<<<<<<<<<<<<<
 * 
 * from datetime cimport (get_datetime64_value, _pydatetime_to_dts,
 */
  __pyx_t_3 = PyList_New(2); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_INCREF(__pyx_n_s_Timestamp);
  __Pyx_GIVEREF(__pyx_n_s_Timestamp);
  PyList_SET_ITEM(__pyx_t_3, 0, __pyx_n_s_Timestamp);
  __Pyx_INCREF(__pyx_n_s_Timedelta);
  __Pyx_GIVEREF(__pyx_n_s_Timedelta);
  PyList_SET_ITEM(__pyx_t_3, 1, __pyx_n_s_Timedelta);
  __pyx_t_2 = __Pyx_Import(__pyx_n_s_pandas_tslib, __pyx_t_3, -1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Timestamp); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Timestamp, __pyx_t_3) < 0) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __pyx_t_3 = __Pyx_ImportFrom(__pyx_t_2, __pyx_n_s_Timedelta); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_Timedelta, __pyx_t_3) < 0) __PYX_ERR(0, 21, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/index.pyx":32
 *     void PyDateTime_IMPORT()
 * 
 * cdef int64_t iNaT = util.get_nat()             # <<<<<<<<<<<<<<
 * 
 * try:
 */
  __pyx_v_6pandas_5index_iNaT = get_nat();

  /* "pandas/index.pyx":34
 * cdef int64_t iNaT = util.get_nat()
 * 
 * try:             # <<<<<<<<<<<<<<
 *     from dateutil.tz import tzutc as _du_utc
 *     import pytz
 */
  {
    __Pyx_PyThreadState_declare
    __Pyx_PyThreadState_assign
    __Pyx_ExceptionSave(&__pyx_t_4, &__pyx_t_5, &__pyx_t_6);
    __Pyx_XGOTREF(__pyx_t_4);
    __Pyx_XGOTREF(__pyx_t_5);
    __Pyx_XGOTREF(__pyx_t_6);
    /*try:*/ {

      /* "pandas/index.pyx":35
 * 
 * try:
 *     from dateutil.tz import tzutc as _du_utc             # <<<<<<<<<<<<<<
 *     import pytz
 *     UTC = pytz.utc
 */
      __pyx_t_2 = PyList_New(1); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 35, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_INCREF(__pyx_n_s_tzutc);
      __Pyx_GIVEREF(__pyx_n_s_tzutc);
      PyList_SET_ITEM(__pyx_t_2, 0, __pyx_n_s_tzutc);
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_dateutil_tz, __pyx_t_2, -1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 35, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __pyx_t_2 = __Pyx_ImportFrom(__pyx_t_3, __pyx_n_s_tzutc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 35, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_2);
      if (PyDict_SetItem(__pyx_d, __pyx_n_s_du_utc, __pyx_t_2) < 0) __PYX_ERR(0, 35, __pyx_L2_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/index.pyx":36
 * try:
 *     from dateutil.tz import tzutc as _du_utc
 *     import pytz             # <<<<<<<<<<<<<<
 *     UTC = pytz.utc
 *     have_pytz = True
 */
      __pyx_t_3 = __Pyx_Import(__pyx_n_s_pytz, 0, -1); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 36, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_3);
      if (PyDict_SetItem(__pyx_d, __pyx_n_s_pytz, __pyx_t_3) < 0) __PYX_ERR(0, 36, __pyx_L2_error)
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

      /* "pandas/index.pyx":37
 *     from dateutil.tz import tzutc as _du_utc
 *     import pytz
 *     UTC = pytz.utc             # <<<<<<<<<<<<<<
 *     have_pytz = True
 * except ImportError:
 */
      __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_pytz); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 37, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_3);
      __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_utc); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 37, __pyx_L2_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      if (PyDict_SetItem(__pyx_d, __pyx_n_s_UTC, __pyx_t_2) < 0) __PYX_ERR(0, 37, __pyx_L2_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

      /* "pandas/index.pyx":38
 *     import pytz
 *     UTC = pytz.utc
 *     have_pytz = True             # <<<<<<<<<<<<<<
 * except ImportError:
 *     have_pytz = False
 */
      if (PyDict_SetItem(__pyx_d, __pyx_n_s_have_pytz, Py_True) < 0) __PYX_ERR(0, 38, __pyx_L2_error)

      /* "pandas/index.pyx":34
 * cdef int64_t iNaT = util.get_nat()
 * 
 * try:             # <<<<<<<<<<<<<<
 *     from dateutil.tz import tzutc as _du_utc
 *     import pytz
 */
    }
    __Pyx_XDECREF(__pyx_t_4); __pyx_t_4 = 0;
    __Pyx_XDECREF(__pyx_t_5); __pyx_t_5 = 0;
    __Pyx_XDECREF(__pyx_t_6); __pyx_t_6 = 0;
    goto __pyx_L9_try_end;
    __pyx_L2_error:;
    __Pyx_PyThreadState_assign
    __Pyx_XDECREF(__pyx_t_3); __pyx_t_3 = 0;
    __Pyx_XDECREF(__pyx_t_2); __pyx_t_2 = 0;

    /* "pandas/index.pyx":39
 *     UTC = pytz.utc
 *     have_pytz = True
 * except ImportError:             # <<<<<<<<<<<<<<
 *     have_pytz = False
 * 
 */
    __pyx_t_7 = __Pyx_PyErr_ExceptionMatches(__pyx_builtin_ImportError);
    if (__pyx_t_7) {
      __Pyx_AddTraceback("pandas.index", __pyx_clineno, __pyx_lineno, __pyx_filename);
      if (__Pyx_GetException(&__pyx_t_2, &__pyx_t_3, &__pyx_t_8) < 0) __PYX_ERR(0, 39, __pyx_L4_except_error)
      __Pyx_GOTREF(__pyx_t_2);
      __Pyx_GOTREF(__pyx_t_3);
      __Pyx_GOTREF(__pyx_t_8);

      /* "pandas/index.pyx":40
 *     have_pytz = True
 * except ImportError:
 *     have_pytz = False             # <<<<<<<<<<<<<<
 * 
 * PyDateTime_IMPORT
 */
      if (PyDict_SetItem(__pyx_d, __pyx_n_s_have_pytz, Py_False) < 0) __PYX_ERR(0, 40, __pyx_L4_except_error)
      __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
      __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
      __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;
      goto __pyx_L3_exception_handled;
    }
    goto __pyx_L4_except_error;
    __pyx_L4_except_error:;

    /* "pandas/index.pyx":34
 * cdef int64_t iNaT = util.get_nat()
 * 
 * try:             # <<<<<<<<<<<<<<
 *     from dateutil.tz import tzutc as _du_utc
 *     import pytz
 */
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_XGIVEREF(__pyx_t_6);
    __Pyx_ExceptionReset(__pyx_t_4, __pyx_t_5, __pyx_t_6);
    goto __pyx_L1_error;
    __pyx_L3_exception_handled:;
    __Pyx_PyThreadState_assign
    __Pyx_XGIVEREF(__pyx_t_4);
    __Pyx_XGIVEREF(__pyx_t_5);
    __Pyx_XGIVEREF(__pyx_t_6);
    __Pyx_ExceptionReset(__pyx_t_4, __pyx_t_5, __pyx_t_6);
    __pyx_L9_try_end:;
  }

  /* "pandas/index.pyx":42
 *     have_pytz = False
 * 
 * PyDateTime_IMPORT             # <<<<<<<<<<<<<<
 * 
 * cdef extern from "Python.h":
 */
  PyDateTime_IMPORT;

  /* "pandas/index.pyx":60
 * 
 * 
 * def get_value_at(ndarray arr, object loc):             # <<<<<<<<<<<<<<
 *     if arr.descr.type_num == NPY_DATETIME:
 *         return Timestamp(util.get_value_at(arr, loc))
 */
  __pyx_t_8 = PyCFunction_NewEx(&__pyx_mdef_6pandas_5index_1get_value_at, NULL, __pyx_n_s_pandas_index); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 60, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_get_value_at, __pyx_t_8) < 0) __PYX_ERR(0, 60, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "pandas/index.pyx":68
 * 
 * 
 * def set_value_at(ndarray arr, object loc, object val):             # <<<<<<<<<<<<<<
 *     return util.set_value_at(arr, loc, val)
 * 
 */
  __pyx_t_8 = PyCFunction_NewEx(&__pyx_mdef_6pandas_5index_3set_value_at, NULL, __pyx_n_s_pandas_index); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 68, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_set_value_at, __pyx_t_8) < 0) __PYX_ERR(0, 68, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "pandas/index.pyx":73
 * 
 * # Don't populate hash tables in monotonic indexes larger than this
 * _SIZE_CUTOFF = 1000000             # <<<<<<<<<<<<<<
 * 
 * 
 */
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_SIZE_CUTOFF, __pyx_int_1000000) < 0) __PYX_ERR(0, 73, __pyx_L1_error)

  /* "pandas/index.pyx":504
 * 
 * _pad_functions = {
 *     'object': algos.pad_object,             # <<<<<<<<<<<<<<
 *     'int64': algos.pad_int64,
 *     'float64': algos.pad_float64
 */
  __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_pad_object); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_object, __pyx_t_2) < 0) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/index.pyx":505
 * _pad_functions = {
 *     'object': algos.pad_object,
 *     'int64': algos.pad_int64,             # <<<<<<<<<<<<<<
 *     'float64': algos.pad_float64
 * }
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 505, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_pad_int64); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 505, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_int64, __pyx_t_3) < 0) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":506
 *     'object': algos.pad_object,
 *     'int64': algos.pad_int64,
 *     'float64': algos.pad_float64             # <<<<<<<<<<<<<<
 * }
 * 
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 506, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_pad_float64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 506, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_float64, __pyx_t_2) < 0) __PYX_ERR(0, 504, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_pad_functions, __pyx_t_8) < 0) __PYX_ERR(0, 503, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "pandas/index.pyx":510
 * 
 * _backfill_functions = {
 *     'object': algos.backfill_object,             # <<<<<<<<<<<<<<
 *     'int64': algos.backfill_int64,
 *     'float64': algos.backfill_float64
 */
  __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_backfill_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_object, __pyx_t_3) < 0) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;

  /* "pandas/index.pyx":511
 * _backfill_functions = {
 *     'object': algos.backfill_object,
 *     'int64': algos.backfill_int64,             # <<<<<<<<<<<<<<
 *     'float64': algos.backfill_float64
 * }
 */
  __pyx_t_3 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 511, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_3, __pyx_n_s_backfill_int64); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 511, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_int64, __pyx_t_2) < 0) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;

  /* "pandas/index.pyx":512
 *     'object': algos.backfill_object,
 *     'int64': algos.backfill_int64,
 *     'float64': algos.backfill_float64             # <<<<<<<<<<<<<<
 * }
 * 
 */
  __pyx_t_2 = __Pyx_GetModuleGlobalName(__pyx_n_s_algos); if (unlikely(!__pyx_t_2)) __PYX_ERR(0, 512, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_2);
  __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_2, __pyx_n_s_backfill_float64); if (unlikely(!__pyx_t_3)) __PYX_ERR(0, 512, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_3);
  __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0;
  if (PyDict_SetItem(__pyx_t_8, __pyx_n_s_float64, __pyx_t_3) < 0) __PYX_ERR(0, 510, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0;
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_backfill_functions, __pyx_t_8) < 0) __PYX_ERR(0, 509, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "pandas/index.pyx":1
 * # cython: profile=False             # <<<<<<<<<<<<<<
 * 
 * from numpy cimport ndarray
 */
  __pyx_t_8 = PyDict_New(); if (unlikely(!__pyx_t_8)) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_GOTREF(__pyx_t_8);
  if (PyDict_SetItem(__pyx_d, __pyx_n_s_test, __pyx_t_8) < 0) __PYX_ERR(0, 1, __pyx_L1_error)
  __Pyx_DECREF(__pyx_t_8); __pyx_t_8 = 0;

  /* "util.pxd":127
 *     return not cnp.PyArray_Check(val) and val != val
 * 
 * cdef inline bint is_period_object(object val):             # <<<<<<<<<<<<<<
 *     return getattr(val, '_typ', '_typ') == 'period'
 */

  /*--- Wrapped vars code ---*/

  goto __pyx_L0;
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_1);
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_8);
  if (__pyx_m) {
    if (__pyx_d) {
      __Pyx_AddTraceback("init pandas.index", __pyx_clineno, __pyx_lineno, __pyx_filename);
    }
    Py_DECREF(__pyx_m); __pyx_m = 0;
  } else if (!PyErr_Occurred()) {
    PyErr_SetString(PyExc_ImportError, "init pandas.index");
  }
  __pyx_L0:;
  __Pyx_RefNannyFinishContext();
  #if PY_MAJOR_VERSION < 3
  return;
  #else
  return __pyx_m;
  #endif
}

/* --- Runtime support code --- */
/* Refnanny */
#if CYTHON_REFNANNY
static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modname) {
    PyObject *m = NULL, *p = NULL;
    void *r = NULL;
    m = PyImport_ImportModule((char *)modname);
    if (!m) goto end;
    p = PyObject_GetAttrString(m, (char *)"RefNannyAPI");
    if (!p) goto end;
    r = PyLong_AsVoidPtr(p);
end:
    Py_XDECREF(p);
    Py_XDECREF(m);
    return (__Pyx_RefNannyAPIStruct *)r;
}
#endif

/* GetBuiltinName */
static PyObject *__Pyx_GetBuiltinName(PyObject *name) {
    PyObject* result = __Pyx_PyObject_GetAttrStr(__pyx_b, name);
    if (unlikely(!result)) {
        PyErr_Format(PyExc_NameError,
#if PY_MAJOR_VERSION >= 3
            "name '%U' is not defined", name);
#else
            "name '%.200s' is not defined", PyString_AS_STRING(name));
#endif
    }
    return result;
}

/* SaveResetException */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx__ExceptionSave(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->exc_type;
    *value = tstate->exc_value;
    *tb = tstate->exc_traceback;
    Py_XINCREF(*type);
    Py_XINCREF(*value);
    Py_XINCREF(*tb);
}
static CYTHON_INLINE void __Pyx__ExceptionReset(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    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);
}
#endif

/* PyErrExceptionMatches */
#if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE int __Pyx_PyErr_ExceptionMatchesInState(PyThreadState* tstate, PyObject* err) {
    PyObject *exc_type = tstate->curexc_type;
    if (exc_type == err) return 1;
    if (unlikely(!exc_type)) return 0;
    return PyErr_GivenExceptionMatches(exc_type, err);
}
#endif

/* GetException */
#if CYTHON_COMPILING_IN_CPYTHON
static int __Pyx__GetException(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
#else
static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) {
#endif
    PyObject *local_type, *local_value, *local_tb;
#if CYTHON_COMPILING_IN_CPYTHON
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    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;
}

/* RaiseArgTupleInvalid */
  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);
}

/* RaiseDoubleKeywords */
  static void __Pyx_RaiseDoubleKeywordsError(
    const char* func_name,
    PyObject* kw_name)
{
    PyErr_Format(PyExc_TypeError,
        #if PY_MAJOR_VERSION >= 3
        "%s() got multiple values for keyword argument '%U'", func_name, kw_name);
        #else
        "%s() got multiple values for keyword argument '%s'", func_name,
        PyString_AsString(kw_name));
        #endif
}

/* ParseKeywords */
  static int __Pyx_ParseOptionalKeywords(
    PyObject *kwds,
    PyObject **argnames[],
    PyObject *kwds2,
    PyObject *values[],
    Py_ssize_t num_pos_args,
    const char* function_name)
{
    PyObject *key = 0, *value = 0;
    Py_ssize_t pos = 0;
    PyObject*** name;
    PyObject*** first_kw_arg = argnames + num_pos_args;
    while (PyDict_Next(kwds, &pos, &key, &value)) {
        name = first_kw_arg;
        while (*name && (**name != key)) name++;
        if (*name) {
            values[name-argnames] = value;
            continue;
        }
        name = first_kw_arg;
        #if PY_MAJOR_VERSION < 3
        if (likely(PyString_CheckExact(key)) || likely(PyString_Check(key))) {
            while (*name) {
                if ((CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**name) == PyString_GET_SIZE(key))
                        && _PyString_Eq(**name, key)) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    if ((**argname == key) || (
                            (CYTHON_COMPILING_IN_PYPY || PyString_GET_SIZE(**argname) == PyString_GET_SIZE(key))
                             && _PyString_Eq(**argname, key))) {
                        goto arg_passed_twice;
                    }
                    argname++;
                }
            }
        } else
        #endif
        if (likely(PyUnicode_Check(key))) {
            while (*name) {
                int cmp = (**name == key) ? 0 :
                #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                    (PyUnicode_GET_SIZE(**name) != PyUnicode_GET_SIZE(key)) ? 1 :
                #endif
                    PyUnicode_Compare(**name, key);
                if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                if (cmp == 0) {
                    values[name-argnames] = value;
                    break;
                }
                name++;
            }
            if (*name) continue;
            else {
                PyObject*** argname = argnames;
                while (argname != first_kw_arg) {
                    int cmp = (**argname == key) ? 0 :
                    #if !CYTHON_COMPILING_IN_PYPY && PY_MAJOR_VERSION >= 3
                        (PyUnicode_GET_SIZE(**argname) != PyUnicode_GET_SIZE(key)) ? 1 :
                    #endif
                        PyUnicode_Compare(**argname, key);
                    if (cmp < 0 && unlikely(PyErr_Occurred())) goto bad;
                    if (cmp == 0) goto arg_passed_twice;
                    argname++;
                }
            }
        } else
            goto invalid_keyword_type;
        if (kwds2) {
            if (unlikely(PyDict_SetItem(kwds2, key, value))) goto bad;
        } else {
            goto invalid_keyword;
        }
    }
    return 0;
arg_passed_twice:
    __Pyx_RaiseDoubleKeywordsError(function_name, key);
    goto bad;
invalid_keyword_type:
    PyErr_Format(PyExc_TypeError,
        "%.200s() keywords must be strings", function_name);
    goto bad;
invalid_keyword:
    PyErr_Format(PyExc_TypeError,
    #if PY_MAJOR_VERSION < 3
        "%.200s() got an unexpected keyword argument '%.200s'",
        function_name, PyString_AsString(key));
    #else
        "%s() got an unexpected keyword argument '%U'",
        function_name, key);
    #endif
bad:
    return -1;
}

/* ArgTypeTest */
  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;
}

/* GetModuleGlobalName */
  static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) {
    PyObject *result;
#if CYTHON_COMPILING_IN_CPYTHON
    result = PyDict_GetItem(__pyx_d, name);
    if (likely(result)) {
        Py_INCREF(result);
    } else {
#else
    result = PyObject_GetItem(__pyx_d, name);
    if (!result) {
        PyErr_Clear();
#endif
        result = __Pyx_GetBuiltinName(name);
    }
    return result;
}

/* PyObjectCall */
    #if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    PyObject *result;
    ternaryfunc call = func->ob_type->tp_call;
    if (unlikely(!call))
        return PyObject_Call(func, arg, kw);
    if (unlikely(Py_EnterRecursiveCall((char*)" while calling a Python object")))
        return NULL;
    result = (*call)(func, arg, kw);
    Py_LeaveRecursiveCall();
    if (unlikely(!result) && unlikely(!PyErr_Occurred())) {
        PyErr_SetString(
            PyExc_SystemError,
            "NULL result without error in PyObject_Call");
    }
    return result;
}
#endif

/* PyObjectCallMethO */
    #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

/* PyObjectCallOneArg */
    #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 *result;
    PyObject *args = PyTuple_Pack(1, arg);
    if (unlikely(!args)) return NULL;
    result = __Pyx_PyObject_Call(func, args, NULL);
    Py_DECREF(args);
    return result;
}
#endif

/* PyErrFetchRestore */
      #if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate, PyObject *type, PyObject *value, PyObject *tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    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);
}
static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb) {
    *type = tstate->curexc_type;
    *value = tstate->curexc_value;
    *tb = tstate->curexc_traceback;
    tstate->curexc_type = 0;
    tstate->curexc_value = 0;
    tstate->curexc_traceback = 0;
}
#endif

/* RaiseException */
      #if PY_MAJOR_VERSION < 3
static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb,
                        CYTHON_UNUSED PyObject *cause) {
    __Pyx_PyThreadState_declare
    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_PyThreadState_assign
    __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) {
                int is_subclass = PyObject_IsSubclass(instance_class, type);
                if (!is_subclass) {
                    instance_class = NULL;
                } else if (unlikely(is_subclass == -1)) {
                    goto bad;
                } else {
                    type = instance_class;
                }
            }
        }
        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) {
#if CYTHON_COMPILING_IN_PYPY
        PyObject *tmp_type, *tmp_value, *tmp_tb;
        PyErr_Fetch(&tmp_type, &tmp_value, &tmp_tb);
        Py_INCREF(tb);
        PyErr_Restore(tmp_type, tmp_value, tb);
        Py_XDECREF(tmp_tb);
#else
        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);
        }
#endif
    }
bad:
    Py_XDECREF(owned_instance);
    return;
}
#endif

/* ExtTypeTest */
        static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) {
    if (unlikely(!type)) {
        PyErr_SetString(PyExc_SystemError, "Missing type object");
        return 0;
    }
    if (likely(PyObject_TypeCheck(obj, type)))
        return 1;
    PyErr_Format(PyExc_TypeError, "Cannot convert %.200s to %.200s",
                 Py_TYPE(obj)->tp_name, type->tp_name);
    return 0;
}

/* BufferFormatCheck */
        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);
}

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

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

/* RaiseTooManyValuesToUnpack */
          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);
}

/* RaiseNeedMoreValuesToUnpack */
          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");
}

/* IterFinish */
          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
}

/* UnpackItemEndCheck */
          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;
}

/* PyObjectCallNoArg */
          #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

/* PyObjectCallMethod1 */
            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;
}

/* append */
            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;
}

/* SliceObject */
            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))
                    goto bad;
                PyErr_Clear();
            }
        }
        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;
}

/* None */
            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;
}

/* GetAttr */
            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);
}

/* GetAttr3 */
            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;
}

/* WriteUnraisableException */
            static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno,
                                  CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename,
                                  int full_traceback, CYTHON_UNUSED int nogil) {
    PyObject *old_exc, *old_val, *old_tb;
    PyObject *ctx;
    __Pyx_PyThreadState_declare
#ifdef WITH_THREAD
    PyGILState_STATE state;
    if (nogil)
        state = PyGILState_Ensure();
#ifdef _MSC_VER
    else state = (PyGILState_STATE)-1;
#endif
#endif
    __Pyx_PyThreadState_assign
    __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);
    }
#ifdef WITH_THREAD
    if (nogil)
        PyGILState_Release(state);
#endif
}

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

/* Import */
            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;
}

/* SetVTable */
            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;
}

/* GetVTable */
            static void* __Pyx_GetVtable(PyObject *dict) {
    void* ptr;
    PyObject *ob = PyObject_GetItem(dict, __pyx_n_s_pyx_vtable);
    if (!ob)
        goto bad;
#if PY_VERSION_HEX >= 0x02070000
    ptr = PyCapsule_GetPointer(ob, 0);
#else
    ptr = PyCObject_AsVoidPtr(ob);
#endif
    if (!ptr && !PyErr_Occurred())
        PyErr_SetString(PyExc_RuntimeError, "invalid vtable found for imported type");
    Py_DECREF(ob);
    return ptr;
bad:
    Py_XDECREF(ob);
    return NULL;
}

/* ImportFrom */
            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;
}

/* CodeObjectCache */
            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 - start) / 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);
}

/* AddTraceback */
            #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);
}

#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


            /* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) {
    const int neg_one = (int) -1, const_zero = (int) 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 PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_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);
    }
}

/* CIntFromPyVerify */
            #define __PYX_VERIFY_RETURN_INT(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 0)
#define __PYX_VERIFY_RETURN_INT_EXC(target_type, func_type, func_value)\
    __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, 1)
#define __PYX__VERIFY_RETURN_INT(target_type, func_type, func_value, exc)\
    {\
        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 (exc && unlikely(value == (func_type)-1 && PyErr_Occurred()))\
                    return (target_type) -1;\
                if (is_unsigned && unlikely(value < zero))\
                    goto raise_neg_overflow;\
                else\
                    goto raise_overflow;\
            }\
        }\
        return (target_type) value;\
    }

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_npy_int64(npy_int64 value) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = (npy_int64) 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 PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
        }
    } else {
        if (sizeof(npy_int64) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(npy_int64) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_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);
    }
}

/* None */
            #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

/* None */
            #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

/* None */
            #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

/* None */
            #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

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value) {
    const ptrdiff_t neg_one = (ptrdiff_t) -1, const_zero = (ptrdiff_t) 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 PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
        }
    } else {
        if (sizeof(ptrdiff_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(ptrdiff_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_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);
    }
}

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

/* CIntFromPy */
            static CYTHON_INLINE npy_int64 __Pyx_PyInt_As_npy_int64(PyObject *x) {
    const npy_int64 neg_one = (npy_int64) -1, const_zero = (npy_int64) 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_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_int64) 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64, digit, digits[0])
                case 2:
                    if (8 * sizeof(npy_int64) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) >= 2 * PyLong_SHIFT) {
                            return (npy_int64) (((((npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_int64) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) >= 3 * PyLong_SHIFT) {
                            return (npy_int64) (((((((npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_int64) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) >= 4 * PyLong_SHIFT) {
                            return (npy_int64) (((((((((npy_int64)digits[3]) << PyLong_SHIFT) | (npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (npy_int64) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(npy_int64) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int64) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_int64) 0;
                case -1: __PYX_VERIFY_RETURN_INT(npy_int64, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(npy_int64,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(npy_int64) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_int64) (((npy_int64)-1)*(((((npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(npy_int64) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_int64) ((((((npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(npy_int64) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_int64) (((npy_int64)-1)*(((((((npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_int64) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_int64) ((((((((npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(npy_int64) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_int64) (((npy_int64)-1)*(((((((((npy_int64)digits[3]) << PyLong_SHIFT) | (npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_int64) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int64, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int64) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_int64) ((((((((((npy_int64)digits[3]) << PyLong_SHIFT) | (npy_int64)digits[2]) << PyLong_SHIFT) | (npy_int64)digits[1]) << PyLong_SHIFT) | (npy_int64)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(npy_int64) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int64) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, PY_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_IntOrLong(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_IntOrLong(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;
}

/* CIntFromPy */
            static CYTHON_INLINE int __Pyx_PyInt_As_int(PyObject *x) {
    const int neg_one = (int) -1, const_zero = (int) 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_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case  1: __PYX_VERIFY_RETURN_INT(int, digit, digits[0])
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 2 * PyLong_SHIFT) {
                            return (int) (((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 3 * PyLong_SHIFT) {
                            return (int) (((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) >= 4 * PyLong_SHIFT) {
                            return (int) (((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (int) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(int) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (int) 0;
                case -1: __PYX_VERIFY_RETURN_INT(int, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(int,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(int) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(int) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                            return (int) ((((((int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(int) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(int) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                            return (int) ((((((((int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(int) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) (((int)-1)*(((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(int) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(int, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(int) - 1 > 4 * PyLong_SHIFT) {
                            return (int) ((((((((((int)digits[3]) << PyLong_SHIFT) | (int)digits[2]) << PyLong_SHIFT) | (int)digits[1]) << PyLong_SHIFT) | (int)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(int) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, long, PyLong_AsLong(x))
            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_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_IntOrLong(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_IntOrLong(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;
}

/* CIntFromPy */
            static CYTHON_INLINE npy_int32 __Pyx_PyInt_As_npy_int32(PyObject *x) {
    const npy_int32 neg_one = (npy_int32) -1, const_zero = (npy_int32) 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_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_int32) 0;
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32, digit, digits[0])
                case 2:
                    if (8 * sizeof(npy_int32) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) >= 2 * PyLong_SHIFT) {
                            return (npy_int32) (((((npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_int32) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) >= 3 * PyLong_SHIFT) {
                            return (npy_int32) (((((((npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_int32) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) >= 4 * PyLong_SHIFT) {
                            return (npy_int32) (((((((((npy_int32)digits[3]) << PyLong_SHIFT) | (npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (npy_int32) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(npy_int32) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(npy_int32) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (npy_int32) 0;
                case -1: __PYX_VERIFY_RETURN_INT(npy_int32, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(npy_int32,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(npy_int32) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_int32) (((npy_int32)-1)*(((((npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(npy_int32) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 2 * PyLong_SHIFT) {
                            return (npy_int32) ((((((npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(npy_int32) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_int32) (((npy_int32)-1)*(((((((npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(npy_int32) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 3 * PyLong_SHIFT) {
                            return (npy_int32) ((((((((npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(npy_int32) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_int32) (((npy_int32)-1)*(((((((((npy_int32)digits[3]) << PyLong_SHIFT) | (npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(npy_int32) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(npy_int32, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(npy_int32) - 1 > 4 * PyLong_SHIFT) {
                            return (npy_int32) ((((((((((npy_int32)digits[3]) << PyLong_SHIFT) | (npy_int32)digits[2]) << PyLong_SHIFT) | (npy_int32)digits[1]) << PyLong_SHIFT) | (npy_int32)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(npy_int32) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, long, PyLong_AsLong(x))
            } else if (sizeof(npy_int32) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, PY_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_IntOrLong(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_IntOrLong(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;
}

/* CIntToPy */
            static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) {
    const long neg_one = (long) -1, const_zero = (long) 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 PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_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);
    }
}

/* CIntFromPy */
            static CYTHON_INLINE long __Pyx_PyInt_As_long(PyObject *x) {
    const long neg_one = (long) -1, const_zero = (long) 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_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case  1: __PYX_VERIFY_RETURN_INT(long, digit, digits[0])
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 2 * PyLong_SHIFT) {
                            return (long) (((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 3 * PyLong_SHIFT) {
                            return (long) (((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) >= 4 * PyLong_SHIFT) {
                            return (long) (((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0]));
                        }
                    }
                    break;
            }
#endif
#if CYTHON_COMPILING_IN_CPYTHON
            if (unlikely(Py_SIZE(x) < 0)) {
                goto raise_neg_overflow;
            }
#else
            {
                int result = PyObject_RichCompareBool(x, Py_False, Py_LT);
                if (unlikely(result < 0))
                    return (long) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(long) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned long, PyLong_AsUnsignedLong(x))
            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (long) 0;
                case -1: __PYX_VERIFY_RETURN_INT(long, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(long,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(long) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(long) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                            return (long) ((((((long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(long) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                            return (long) ((((((((long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, long, -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) (((long)-1)*(((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(long) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(long, unsigned long, (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                            return (long) ((((((((((long)digits[3]) << PyLong_SHIFT) | (long)digits[2]) << PyLong_SHIFT) | (long)digits[1]) << PyLong_SHIFT) | (long)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(long) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, long, PyLong_AsLong(x))
            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_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_IntOrLong(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_IntOrLong(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;
}

/* CheckBinaryVersion */
            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;
}

/* ModuleImport */
            #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

/* TypeImport */
            #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. Expected %zd, got %zd",
            module_name, class_name, basicsize, size);
        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. Expected %zd, got %zd",
            module_name, class_name, basicsize, size);
        goto bad;
    }
    return (PyTypeObject *)result;
bad:
    Py_XDECREF(py_module);
    Py_XDECREF(result);
    return NULL;
}
#endif

/* VoidPtrImport */
            #ifndef __PYX_HAVE_RT_ImportVoidPtr
#define __PYX_HAVE_RT_ImportVoidPtr
static int __Pyx_ImportVoidPtr(PyObject *module, const char *name, void **p, const char *sig) {
    PyObject *d = 0;
    PyObject *cobj = 0;
    d = PyObject_GetAttrString(module, (char *)"__pyx_capi__");
    if (!d)
        goto bad;
    cobj = PyDict_GetItemString(d, name);
    if (!cobj) {
        PyErr_Format(PyExc_ImportError,
            "%.200s does not export expected C variable %.200s",
                PyModule_GetName(module), name);
        goto bad;
    }
#if PY_VERSION_HEX >= 0x02070000
    if (!PyCapsule_IsValid(cobj, sig)) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, PyCapsule_GetName(cobj));
        goto bad;
    }
    *p = PyCapsule_GetPointer(cobj, sig);
#else
    {const char *desc, *s1, *s2;
    desc = (const char *)PyCObject_GetDesc(cobj);
    if (!desc)
        goto bad;
    s1 = desc; s2 = sig;
    while (*s1 != '\0' && *s1 == *s2) { s1++; s2++; }
    if (*s1 != *s2) {
        PyErr_Format(PyExc_TypeError,
            "C variable %.200s.%.200s has wrong signature (expected %.500s, got %.500s)",
             PyModule_GetName(module), name, sig, desc);
        goto bad;
    }
    *p = PyCObject_AsVoidPtr(cobj);}
#endif
    if (!(*p))
        goto bad;
    Py_DECREF(d);
    return 0;
bad:
    Py_XDECREF(d);
    return -1;
}
#endif

/* InitStrings */
            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 CYTHON_COMPILING_IN_CPYTHON && (__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) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    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_IntOrLong(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 __Pyx_NewRef(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))) {
    if (sizeof(Py_ssize_t) >= sizeof(long))
        return PyInt_AS_LONG(b);
    else
        return PyInt_AsSsize_t(x);
  }
#endif
  if (likely(PyLong_CheckExact(b))) {
    #if CYTHON_USE_PYLONG_INTERNALS
    const digit* digits = ((PyLongObject*)b)->ob_digit;
    const Py_ssize_t size = Py_SIZE(b);
    if (likely(__Pyx_sst_abs(size) <= 1)) {
        ival = likely(size) ? digits[0] : 0;
        if (size == -1) ival = -ival;
        return ival;
    } else {
      switch (size) {
         case 2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -2:
           if (8 * sizeof(Py_ssize_t) > 2 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -3:
           if (8 * sizeof(Py_ssize_t) > 3 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case 4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return (Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
         case -4:
           if (8 * sizeof(Py_ssize_t) > 4 * PyLong_SHIFT) {
             return -(Py_ssize_t) (((((((((size_t)digits[3]) << PyLong_SHIFT) | (size_t)digits[2]) << PyLong_SHIFT) | (size_t)digits[1]) << PyLong_SHIFT) | (size_t)digits[0]));
           }
           break;
      }
    }
    #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 */
