/* Generated by Cython 0.25.2 */

#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_25_2"
#include <stddef.h>
#ifndef offsetof
  #define offsetof(type, member) ( (size_t) & ((type*)0) -> member )
#endif
#if !defined(WIN32) && !defined(MS_WINDOWS)
  #ifndef __stdcall
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  #ifndef __cdecl
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  #ifndef __fastcall
    #define __fastcall
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#ifndef DL_IMPORT
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#ifndef DL_EXPORT
  #define DL_EXPORT(t) t
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#ifndef HAVE_LONG_LONG
  #if PY_VERSION_HEX >= 0x03030000 || (PY_MAJOR_VERSION == 2 && PY_VERSION_HEX >= 0x02070000)
    #define HAVE_LONG_LONG
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#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_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #undef CYTHON_USE_TYPE_SLOTS
  #define CYTHON_USE_TYPE_SLOTS 0
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #undef CYTHON_USE_UNICODE_INTERNALS
  #define CYTHON_USE_UNICODE_INTERNALS 0
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #undef CYTHON_AVOID_BORROWED_REFS
  #define CYTHON_AVOID_BORROWED_REFS 1
  #undef CYTHON_ASSUME_SAFE_MACROS
  #define CYTHON_ASSUME_SAFE_MACROS 0
  #undef CYTHON_UNPACK_METHODS
  #define CYTHON_UNPACK_METHODS 0
  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
#elif defined(PYSTON_VERSION)
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 1
  #define CYTHON_COMPILING_IN_CPYTHON 0
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
  #endif
  #undef CYTHON_USE_ASYNC_SLOTS
  #define CYTHON_USE_ASYNC_SLOTS 0
  #undef CYTHON_USE_PYLIST_INTERNALS
  #define CYTHON_USE_PYLIST_INTERNALS 0
  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
  #endif
  #undef CYTHON_USE_UNICODE_WRITER
  #define CYTHON_USE_UNICODE_WRITER 0
  #undef CYTHON_USE_PYLONG_INTERNALS
  #define CYTHON_USE_PYLONG_INTERNALS 0
  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
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  #undef CYTHON_FAST_THREAD_STATE
  #define CYTHON_FAST_THREAD_STATE 0
  #undef CYTHON_FAST_PYCALL
  #define CYTHON_FAST_PYCALL 0
#else
  #define CYTHON_COMPILING_IN_PYPY 0
  #define CYTHON_COMPILING_IN_PYSTON 0
  #define CYTHON_COMPILING_IN_CPYTHON 1
  #ifndef CYTHON_USE_TYPE_SLOTS
    #define CYTHON_USE_TYPE_SLOTS 1
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  #if PY_MAJOR_VERSION < 3
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    #define CYTHON_USE_ASYNC_SLOTS 0
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    #define CYTHON_USE_ASYNC_SLOTS 1
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  #if PY_VERSION_HEX < 0x02070000
    #undef CYTHON_USE_PYLONG_INTERNALS
    #define CYTHON_USE_PYLONG_INTERNALS 0
  #elif !defined(CYTHON_USE_PYLONG_INTERNALS)
    #define CYTHON_USE_PYLONG_INTERNALS 1
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  #ifndef CYTHON_USE_PYLIST_INTERNALS
    #define CYTHON_USE_PYLIST_INTERNALS 1
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  #ifndef CYTHON_USE_UNICODE_INTERNALS
    #define CYTHON_USE_UNICODE_INTERNALS 1
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  #if PY_VERSION_HEX < 0x030300F0
    #undef CYTHON_USE_UNICODE_WRITER
    #define CYTHON_USE_UNICODE_WRITER 0
  #elif !defined(CYTHON_USE_UNICODE_WRITER)
    #define CYTHON_USE_UNICODE_WRITER 1
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  #ifndef CYTHON_AVOID_BORROWED_REFS
    #define CYTHON_AVOID_BORROWED_REFS 0
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  #ifndef CYTHON_ASSUME_SAFE_MACROS
    #define CYTHON_ASSUME_SAFE_MACROS 1
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  #ifndef CYTHON_UNPACK_METHODS
    #define CYTHON_UNPACK_METHODS 1
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  #ifndef CYTHON_FAST_THREAD_STATE
    #define CYTHON_FAST_THREAD_STATE 1
  #endif
  #ifndef CYTHON_FAST_PYCALL
    #define CYTHON_FAST_PYCALL 1
  #endif
#endif
#if !defined(CYTHON_FAST_PYCCALL)
#define CYTHON_FAST_PYCCALL  (CYTHON_FAST_PYCALL && PY_VERSION_HEX >= 0x030600B1)
#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
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#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)\
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  #define __Pyx_DefaultClassType PyClass_Type
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  #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)\
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  #define __Pyx_DefaultClassType PyType_Type
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#ifndef Py_TPFLAGS_CHECKTYPES
  #define Py_TPFLAGS_CHECKTYPES 0
#endif
#ifndef Py_TPFLAGS_HAVE_INDEX
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#ifndef Py_TPFLAGS_HAVE_NEWBUFFER
  #define Py_TPFLAGS_HAVE_NEWBUFFER 0
#endif
#ifndef Py_TPFLAGS_HAVE_FINALIZE
  #define Py_TPFLAGS_HAVE_FINALIZE 0
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#ifndef METH_FASTCALL
  #define METH_FASTCALL 0x80
  typedef PyObject *(*__Pyx_PyCFunctionFast) (PyObject *self, PyObject **args,
                                              Py_ssize_t nargs, PyObject *kwnames);
#else
  #define __Pyx_PyCFunctionFast _PyCFunctionFast
#endif
#if CYTHON_FAST_PYCCALL
#define __Pyx_PyFastCFunction_Check(func)\
    ((PyCFunction_Check(func) && (METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)))))
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#define __Pyx_PyFastCFunction_Check(func) 0
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#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_MAX_CHAR_VALUE(u)   PyUnicode_MAX_CHAR_VALUE(u)
  #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_WRITE(k, d, i, ch)  PyUnicode_WRITE(k, d, i, ch)
  #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 PyUnicode_1BYTE_KIND  1
  #define PyUnicode_2BYTE_KIND  2
  #define PyUnicode_4BYTE_KIND  4
  #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_MAX_CHAR_VALUE(u)   ((sizeof(Py_UNICODE) == 2) ? 65535 : 1114111)
  #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_WRITE(k, d, i, ch)  (((void)(k)), ((Py_UNICODE*)d)[i] = ch)
  #define __Pyx_PyUnicode_IS_TRUE(u)      (0 != PyUnicode_GET_SIZE(u))
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#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)
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  #define __Pyx_PyUnicode_Concat(a, b)      PyUnicode_Concat(a, b)
  #define __Pyx_PyUnicode_ConcatSafe(a, b)  ((unlikely((a) == Py_None) || unlikely((b) == Py_None)) ?\
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyUnicode_Contains)
  #define PyUnicode_Contains(u, s)  PySequence_Contains(u, s)
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyByteArray_Check)
  #define PyByteArray_Check(obj)  PyObject_TypeCheck(obj, &PyByteArray_Type)
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#if CYTHON_COMPILING_IN_PYPY && !defined(PyObject_Format)
  #define PyObject_Format(obj, fmt)  PyObject_CallMethod(obj, "__format__", "O", fmt)
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#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
#if CYTHON_COMPILING_IN_PYSTON
  #define __Pyx_PyCode_HasFreeVars(co)  PyCode_HasFreeVars(co)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno) PyFrame_SetLineNumber(frame, lineno)
#else
  #define __Pyx_PyCode_HasFreeVars(co)  (PyCode_GetNumFree(co) > 0)
  #define __Pyx_PyFrame_SetLineNumber(frame, lineno)  (frame)->f_lineno = (lineno)
#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)
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#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)
#define __Pyx_PyException_Check(obj) __Pyx_TypeCheck(obj, PyExc_Exception)
#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 CYTHON_USE_ASYNC_SLOTS
  #if PY_VERSION_HEX >= 0x030500B1
    #define __Pyx_PyAsyncMethodsStruct PyAsyncMethods
    #define __Pyx_PyType_AsAsync(obj) (Py_TYPE(obj)->tp_as_async)
  #else
    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))
  #endif
#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
#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_MAYBE_UNUSED_VAR
#  if defined(__cplusplus)
     template<class T> void CYTHON_MAYBE_UNUSED_VAR( const T& ) { }
#  else
#    define CYTHON_MAYBE_UNUSED_VAR(x) (void)(x)
#  endif
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#ifndef CYTHON_NCP_UNUSED
# if CYTHON_COMPILING_IN_CPYTHON
#  define CYTHON_NCP_UNUSED
# else
#  define CYTHON_NCP_UNUSED CYTHON_UNUSED
# endif
#endif
#define __Pyx_void_to_None(void_result) ((void)(void_result), Py_INCREF(Py_None), Py_None)

#ifndef CYTHON_INLINE
  #if defined(__clang__)
    #define CYTHON_INLINE __inline__ __attribute__ ((__unused__))
  #elif 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___libs__interval
#define __PYX_HAVE_API__pandas___libs__interval
#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 "pystate.h"
#ifdef _OPENMP
#include <omp.h>
#endif /* _OPENMP */

#ifdef PYREX_WITHOUT_ASSERTIONS
#define CYTHON_WITHOUT_ASSERTIONS
#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_ASSUME_SAFE_MACROS
#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;

/* Header.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/_libs/interval.pyx",
  "pandas/_libs/intervaltree.pxi",
  "pandas/_libs/src/util.pxd",
  "pandas/_libs/src/numpy.pxd",
  "stringsource",
  "type.pxd",
  "bool.pxd",
  "complex.pxd",
  "pandas/_libs/hashtable.pxd",
};
/* MemviewSliceStruct.proto */
struct __pyx_memoryview_obj;
typedef struct {
  struct __pyx_memoryview_obj *memview;
  char *data;
  Py_ssize_t shape[8];
  Py_ssize_t strides[8];
  Py_ssize_t suboffsets[8];
} __Pyx_memviewslice;

/* 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;

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


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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

/* "numpy.pxd":764
 * ctypedef npy_double     float_t
 * ctypedef npy_double     double_t
 * ctypedef npy_longdouble longdouble_t             # <<<<<<<<<<<<<<
 * 
 * ctypedef npy_cfloat      cfloat_t
 */
typedef npy_longdouble __pyx_t_5numpy_longdouble_t;
/* Declarations.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
static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_parts(float, float);

/* Declarations.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
static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_parts(double, double);


/*--- Type declarations ---*/
struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_UInt64HashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_Int64HashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_Float64HashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_PyObjectHashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_MultiIndexHashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_StringHashTable;
struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector;
struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin;
struct __pyx_obj_6pandas_5_libs_8interval_Interval;
struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree;
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode;
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode;
struct __pyx_array_obj;
struct __pyx_MemviewEnum_obj;
struct __pyx_memoryview_obj;
struct __pyx_memoryviewslice_obj;

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

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

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

/* "numpy.pxd":770
 * ctypedef npy_clongdouble clongdouble_t
 * 
 * ctypedef npy_cdouble     complex_t             # <<<<<<<<<<<<<<
 * 
 * cdef inline object PyArray_MultiIterNew1(a):
 */
typedef npy_cdouble __pyx_t_5numpy_complex_t;
struct __pyx_t_6pandas_5_libs_9hashtable_Int64VectorData;

/* "hashtable.pxd":50
 *     cpdef set_item(self, object key, Py_ssize_t val)
 * 
 * cdef struct Int64VectorData:             # <<<<<<<<<<<<<<
 *     int64_t *data
 *     size_t n, m
 */
struct __pyx_t_6pandas_5_libs_9hashtable_Int64VectorData {
  __pyx_t_5numpy_int64_t *data;
  size_t n;
  size_t m;
};

/* "hashtable.pxd":7
 * # prototypes for sharing
 * 
 * cdef class HashTable:             # <<<<<<<<<<<<<<
 *     pass
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable {
  PyObject_HEAD
};


/* "hashtable.pxd":10
 *     pass
 * 
 * cdef class UInt64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_uint64_t *table
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_UInt64HashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_UInt64HashTable *__pyx_vtab;
  kh_uint64_t *table;
};


/* "hashtable.pxd":16
 *     cpdef set_item(self, uint64_t key, Py_ssize_t val)
 * 
 * cdef class Int64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_int64_t *table
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_Int64HashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64HashTable *__pyx_vtab;
  kh_int64_t *table;
};


/* "hashtable.pxd":22
 *     cpdef set_item(self, int64_t key, Py_ssize_t val)
 * 
 * cdef class Float64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_float64_t *table
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_Float64HashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Float64HashTable *__pyx_vtab;
  kh_float64_t *table;
};


/* "hashtable.pxd":28
 *     cpdef set_item(self, float64_t key, Py_ssize_t val)
 * 
 * cdef class PyObjectHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_pymap_t *table
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_PyObjectHashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_PyObjectHashTable *__pyx_vtab;
  kh_pymap_t *table;
};


/* "hashtable.pxd":34
 *     cpdef set_item(self, object key, Py_ssize_t val)
 * 
 * cdef class MultiIndexHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef:
 *         kh_uint64_t *table
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_MultiIndexHashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_MultiIndexHashTable *__pyx_vtab;
  kh_uint64_t *table;
  PyObject *mi;
};


/* "hashtable.pxd":44
 * 
 * 
 * cdef class StringHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_str_t *table
 * 
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_StringHashTable {
  struct __pyx_obj_6pandas_5_libs_9hashtable_HashTable __pyx_base;
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_StringHashTable *__pyx_vtab;
  kh_str_t *table;
};


/* "hashtable.pxd":54
 *     size_t n, m
 * 
 * cdef class Int64Vector:             # <<<<<<<<<<<<<<
 *     cdef Int64VectorData *data
 *     cdef ndarray ao
 */
struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64Vector *__pyx_vtab;
  struct __pyx_t_6pandas_5_libs_9hashtable_Int64VectorData *data;
  PyArrayObject *ao;
};


/* "pandas/_libs/interval.pyx":17
 * _VALID_CLOSED = frozenset(['left', 'right', 'both', 'neither'])
 * 
 * cdef class IntervalMixin:             # <<<<<<<<<<<<<<
 *     property closed_left:
 *         def __get__(self):
 */
struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin {
  PyObject_HEAD
};


/* "pandas/_libs/interval.pyx":49
 * 
 * 
 * cdef class Interval(IntervalMixin):             # <<<<<<<<<<<<<<
 *     """
 *     Immutable object implementing an Interval, a bounded slice-like interval.
 */
struct __pyx_obj_6pandas_5_libs_8interval_Interval {
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin __pyx_base;
  PyObject *left;
  PyObject *right;
  PyObject *closed;
};


/* "pandas/_libs/intervaltree.pxi":29
 * #----------------------------------------------------------------------
 * 
 * cdef class IntervalTree(IntervalMixin):             # <<<<<<<<<<<<<<
 *     """A centered interval tree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree {
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin __pyx_base;
  PyObject *left;
  PyObject *right;
  PyObject *root;
  PyObject *dtype;
  PyObject *closed;
  PyObject *_left_sorter;
  PyObject *_right_sorter;
};


/* "pandas/_libs/intervaltree.pxi":203
 * NODE_CLASSES = {}
 * 
 * cdef class Float32ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float32_t min_left;
  __pyx_t_5numpy_float32_t max_right;
  __pyx_t_5numpy_float32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":373
 *              'left'] = Float32ClosedLeftIntervalNode
 * 
 * cdef class Float32ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float32_t min_left;
  __pyx_t_5numpy_float32_t max_right;
  __pyx_t_5numpy_float32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":543
 *              'right'] = Float32ClosedRightIntervalNode
 * 
 * cdef class Float32ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float32_t min_left;
  __pyx_t_5numpy_float32_t max_right;
  __pyx_t_5numpy_float32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":713
 *              'both'] = Float32ClosedBothIntervalNode
 * 
 * cdef class Float32ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float32_t min_left;
  __pyx_t_5numpy_float32_t max_right;
  __pyx_t_5numpy_float32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":883
 *              'neither'] = Float32ClosedNeitherIntervalNode
 * 
 * cdef class Float64ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float64_t min_left;
  __pyx_t_5numpy_float64_t max_right;
  __pyx_t_5numpy_float64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1053
 *              'left'] = Float64ClosedLeftIntervalNode
 * 
 * cdef class Float64ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float64_t min_left;
  __pyx_t_5numpy_float64_t max_right;
  __pyx_t_5numpy_float64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1223
 *              'right'] = Float64ClosedRightIntervalNode
 * 
 * cdef class Float64ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float64_t min_left;
  __pyx_t_5numpy_float64_t max_right;
  __pyx_t_5numpy_float64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1393
 *              'both'] = Float64ClosedBothIntervalNode
 * 
 * cdef class Float64ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_float64_t min_left;
  __pyx_t_5numpy_float64_t max_right;
  __pyx_t_5numpy_float64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1563
 *              'neither'] = Float64ClosedNeitherIntervalNode
 * 
 * cdef class Int32ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int32_t min_left;
  __pyx_t_5numpy_int32_t max_right;
  __pyx_t_5numpy_int32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1733
 *              'left'] = Int32ClosedLeftIntervalNode
 * 
 * cdef class Int32ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int32_t min_left;
  __pyx_t_5numpy_int32_t max_right;
  __pyx_t_5numpy_int32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":1903
 *              'right'] = Int32ClosedRightIntervalNode
 * 
 * cdef class Int32ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int32_t min_left;
  __pyx_t_5numpy_int32_t max_right;
  __pyx_t_5numpy_int32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":2073
 *              'both'] = Int32ClosedBothIntervalNode
 * 
 * cdef class Int32ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int32_t min_left;
  __pyx_t_5numpy_int32_t max_right;
  __pyx_t_5numpy_int32_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":2243
 *              'neither'] = Int32ClosedNeitherIntervalNode
 * 
 * cdef class Int64ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int64_t min_left;
  __pyx_t_5numpy_int64_t max_right;
  __pyx_t_5numpy_int64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":2413
 *              'left'] = Int64ClosedLeftIntervalNode
 * 
 * cdef class Int64ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int64_t min_left;
  __pyx_t_5numpy_int64_t max_right;
  __pyx_t_5numpy_int64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":2583
 *              'right'] = Int64ClosedRightIntervalNode
 * 
 * cdef class Int64ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int64_t min_left;
  __pyx_t_5numpy_int64_t max_right;
  __pyx_t_5numpy_int64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "pandas/_libs/intervaltree.pxi":2753
 *              'both'] = Int64ClosedBothIntervalNode
 * 
 * cdef class Int64ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */
struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode {
  PyObject_HEAD
  struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_vtab;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *left_node;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *right_node;
  __Pyx_memviewslice center_left_values;
  __Pyx_memviewslice center_right_values;
  __Pyx_memviewslice left;
  __Pyx_memviewslice right;
  __Pyx_memviewslice center_left_indices;
  __Pyx_memviewslice center_right_indices;
  __Pyx_memviewslice indices;
  __pyx_t_5numpy_int64_t min_left;
  __pyx_t_5numpy_int64_t max_right;
  __pyx_t_5numpy_int64_t pivot;
  __pyx_t_5numpy_int64_t n_elements;
  __pyx_t_5numpy_int64_t n_center;
  __pyx_t_5numpy_int64_t leaf_size;
  int is_leaf_node;
};


/* "View.MemoryView":103
 * 
 * @cname("__pyx_array")
 * cdef class array:             # <<<<<<<<<<<<<<
 * 
 *     cdef:
 */
struct __pyx_array_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_array *__pyx_vtab;
  char *data;
  Py_ssize_t len;
  char *format;
  int ndim;
  Py_ssize_t *_shape;
  Py_ssize_t *_strides;
  Py_ssize_t itemsize;
  PyObject *mode;
  PyObject *_format;
  void (*callback_free_data)(void *);
  int free_data;
  int dtype_is_object;
};


/* "View.MemoryView":275
 * 
 * @cname('__pyx_MemviewEnum')
 * cdef class Enum(object):             # <<<<<<<<<<<<<<
 *     cdef object name
 *     def __init__(self, name):
 */
struct __pyx_MemviewEnum_obj {
  PyObject_HEAD
  PyObject *name;
};


/* "View.MemoryView":326
 * 
 * @cname('__pyx_memoryview')
 * cdef class memoryview(object):             # <<<<<<<<<<<<<<
 * 
 *     cdef object obj
 */
struct __pyx_memoryview_obj {
  PyObject_HEAD
  struct __pyx_vtabstruct_memoryview *__pyx_vtab;
  PyObject *obj;
  PyObject *_size;
  PyObject *_array_interface;
  PyThread_type_lock lock;
  __pyx_atomic_int acquisition_count[2];
  __pyx_atomic_int *acquisition_count_aligned_p;
  Py_buffer view;
  int flags;
  int dtype_is_object;
  __Pyx_TypeInfo *typeinfo;
};


/* "View.MemoryView":951
 * 
 * @cname('__pyx_memoryviewslice')
 * cdef class _memoryviewslice(memoryview):             # <<<<<<<<<<<<<<
 *     "Internal class for passing memoryview slices to Python"
 * 
 */
struct __pyx_memoryviewslice_obj {
  struct __pyx_memoryview_obj __pyx_base;
  __Pyx_memviewslice from_slice;
  PyObject *from_object;
  PyObject *(*to_object_func)(char *);
  int (*to_dtype_func)(char *, PyObject *);
};



/* "hashtable.pxd":10
 *     pass
 * 
 * cdef class UInt64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_uint64_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_UInt64HashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_UInt64HashTable *, __pyx_t_5numpy_uint64_t, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_UInt64HashTable *, __pyx_t_5numpy_uint64_t, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_UInt64HashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_UInt64HashTable;


/* "hashtable.pxd":16
 *     cpdef set_item(self, uint64_t key, Py_ssize_t val)
 * 
 * cdef class Int64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_int64_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64HashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64HashTable *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64HashTable *, __pyx_t_5numpy_int64_t, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64HashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_Int64HashTable;


/* "hashtable.pxd":22
 *     cpdef set_item(self, int64_t key, Py_ssize_t val)
 * 
 * cdef class Float64HashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_float64_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Float64HashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_Float64HashTable *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_Float64HashTable *, __pyx_t_5numpy_float64_t, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Float64HashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_Float64HashTable;


/* "hashtable.pxd":28
 *     cpdef set_item(self, float64_t key, Py_ssize_t val)
 * 
 * cdef class PyObjectHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_pymap_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_PyObjectHashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_PyObjectHashTable *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_PyObjectHashTable *, PyObject *, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_PyObjectHashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_PyObjectHashTable;


/* "hashtable.pxd":34
 *     cpdef set_item(self, object key, Py_ssize_t val)
 * 
 * cdef class MultiIndexHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef:
 *         kh_uint64_t *table
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_MultiIndexHashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_MultiIndexHashTable *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_MultiIndexHashTable *, PyObject *, Py_ssize_t, int __pyx_skip_dispatch);
  void (*_check_for_collision)(struct __pyx_obj_6pandas_5_libs_9hashtable_MultiIndexHashTable *, Py_ssize_t, PyObject *);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_MultiIndexHashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_MultiIndexHashTable;


/* "hashtable.pxd":44
 * 
 * 
 * cdef class StringHashTable(HashTable):             # <<<<<<<<<<<<<<
 *     cdef kh_str_t *table
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_StringHashTable {
  PyObject *(*get_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_StringHashTable *, PyObject *, int __pyx_skip_dispatch);
  PyObject *(*set_item)(struct __pyx_obj_6pandas_5_libs_9hashtable_StringHashTable *, PyObject *, Py_ssize_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_StringHashTable *__pyx_vtabptr_6pandas_5_libs_9hashtable_StringHashTable;


/* "hashtable.pxd":54
 *     size_t n, m
 * 
 * cdef class Int64Vector:             # <<<<<<<<<<<<<<
 *     cdef Int64VectorData *data
 *     cdef ndarray ao
 */

struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64Vector {
  PyObject *(*resize)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *);
  PyObject *(*to_array)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, int __pyx_skip_dispatch);
  void (*append)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t);
  PyObject *(*extend)(struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __Pyx_memviewslice);
};
static struct __pyx_vtabstruct_6pandas_5_libs_9hashtable_Int64Vector *__pyx_vtabptr_6pandas_5_libs_9hashtable_Int64Vector;


/* "pandas/_libs/intervaltree.pxi":203
 * NODE_CLASSES = {}
 * 
 * cdef class Float32ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode;


/* "pandas/_libs/intervaltree.pxi":373
 *              'left'] = Float32ClosedLeftIntervalNode
 * 
 * cdef class Float32ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode;


/* "pandas/_libs/intervaltree.pxi":543
 *              'right'] = Float32ClosedRightIntervalNode
 * 
 * cdef class Float32ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode;


/* "pandas/_libs/intervaltree.pxi":713
 *              'both'] = Float32ClosedBothIntervalNode
 * 
 * cdef class Float32ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode;


/* "pandas/_libs/intervaltree.pxi":883
 *              'neither'] = Float32ClosedNeitherIntervalNode
 * 
 * cdef class Float64ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1053
 *              'left'] = Float64ClosedLeftIntervalNode
 * 
 * cdef class Float64ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1223
 *              'right'] = Float64ClosedRightIntervalNode
 * 
 * cdef class Float64ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1393
 *              'both'] = Float64ClosedBothIntervalNode
 * 
 * cdef class Float64ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
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  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1563
 *              'neither'] = Float64ClosedNeitherIntervalNode
 * 
 * cdef class Int32ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1733
 *              'left'] = Int32ClosedLeftIntervalNode
 * 
 * cdef class Int32ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
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  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode;


/* "pandas/_libs/intervaltree.pxi":1903
 *              'right'] = Int32ClosedRightIntervalNode
 * 
 * cdef class Int32ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_2query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_3query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_int32_t, int __pyx_skip_dispatch);
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode;


/* "pandas/_libs/intervaltree.pxi":2073
 *              'both'] = Int32ClosedBothIntervalNode
 * 
 * cdef class Int32ClosedNeitherIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
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  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
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};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode;


/* "pandas/_libs/intervaltree.pxi":2243
 *              'neither'] = Int32ClosedNeitherIntervalNode
 * 
 * cdef class Int64ClosedLeftIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode {
  PyObject *(*classify_intervals)(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *, __Pyx_memviewslice, __Pyx_memviewslice);
  PyObject *(*new_child_node)(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *, PyArrayObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *);
  PyObject *(*__pyx_fuse_0query)(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float64_t, int __pyx_skip_dispatch);
  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
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};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode;


/* "pandas/_libs/intervaltree.pxi":2413
 *              'left'] = Int64ClosedLeftIntervalNode
 * 
 * cdef class Int64ClosedRightIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode {
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};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode;


/* "pandas/_libs/intervaltree.pxi":2583
 *              'right'] = Int64ClosedRightIntervalNode
 * 
 * cdef class Int64ClosedBothIntervalNode:             # <<<<<<<<<<<<<<
 *     """Non-terminal node for an IntervalTree
 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode {
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  PyObject *(*__pyx_fuse_1query)(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *, __pyx_t_5numpy_float32_t, int __pyx_skip_dispatch);
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static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode;


/* "pandas/_libs/intervaltree.pxi":2753
 *              'both'] = Int64ClosedBothIntervalNode
 * 
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 * 
 */

struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode {
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static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode;


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#define __Pyx_ExceptionReset(type, value, tb)  PyErr_SetExcInfo(type, value, tb)
#endif

/* PyErrExceptionMatches.proto */
#if CYTHON_FAST_THREAD_STATE
#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_FAST_THREAD_STATE
#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);

/* 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));
}

/* 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

/* PyErrFetchRestore.proto */
#if CYTHON_FAST_THREAD_STATE
#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);

/* 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

/* PyCFunctionFastCall.proto */
#if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject *__Pyx_PyCFunction_FastCall(PyObject *func, PyObject **args, Py_ssize_t nargs);
#else
#define __Pyx_PyCFunction_FastCall(func, args, nargs)  (assert(0), NULL)
#endif

/* PyFunctionFastCall.proto */
#if CYTHON_FAST_PYCALL
#define __Pyx_PyFunction_FastCall(func, args, nargs)\
    __Pyx_PyFunction_FastCallDict((func), (args), (nargs), NULL)
#if 1 || PY_VERSION_HEX < 0x030600B1
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, int nargs, PyObject *kwargs);
#else
#define __Pyx_PyFunction_FastCallDict(func, args, nargs, kwargs) _PyFunction_FastCallDict(func, args, nargs, kwargs)
#endif
#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);

/* 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

/* 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);

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

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

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

/* IncludeStringH.proto */
#include <string.h>

/* BytesEquals.proto */
static CYTHON_INLINE int __Pyx_PyBytes_Equals(PyObject* s1, PyObject* s2, int equals);

/* UnicodeEquals.proto */
static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int equals);

/* StrEquals.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyString_Equals __Pyx_PyUnicode_Equals
#else
#define __Pyx_PyString_Equals __Pyx_PyBytes_Equals
#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));
}

/* PyObjectCallMethod0.proto */
static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name);

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

/* UnpackTupleError.proto */
static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index);

/* UnpackTuple2.proto */
static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2,
                                             int is_tuple, int has_known_size, int decref_tuple);

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

/* ListAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
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

/* 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);

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

/* UnicodeAsUCS4.proto */
static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject*);

/* object_ord.proto */
#if PY_MAJOR_VERSION >= 3
#define __Pyx_PyObject_Ord(c)\
    (likely(PyUnicode_Check(c)) ? (long)__Pyx_PyUnicode_AsPy_UCS4(c) : __Pyx__PyObject_Ord(c))
#else
#define __Pyx_PyObject_Ord(c) __Pyx__PyObject_Ord(c)
#endif
static long __Pyx__PyObject_Ord(PyObject* c);

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

/* 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

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

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

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

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

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

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

/* UnaryNegOverflows.proto */
#define UNARY_NEG_WOULD_OVERFLOW(x)\
        (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x)))

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

/* SwapException.proto */
#if CYTHON_FAST_THREAD_STATE
#define __Pyx_ExceptionSwap(type, value, tb)  __Pyx__ExceptionSwap(__pyx_tstate, type, value, tb)
static CYTHON_INLINE void __Pyx__ExceptionSwap(PyThreadState *tstate, PyObject **type, PyObject **value, PyObject **tb);
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb);
#endif

static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /*proto*/
/* ListCompAppend.proto */
#if CYTHON_USE_PYLIST_INTERNALS && CYTHON_ASSUME_SAFE_MACROS
static CYTHON_INLINE int __Pyx_ListComp_Append(PyObject* list, PyObject* x) {
    PyListObject* L = (PyListObject*) list;
    Py_ssize_t len = Py_SIZE(list);
    if (likely(L->allocated > len)) {
        Py_INCREF(x);
        PyList_SET_ITEM(list, len, x);
        Py_SIZE(list) = len+1;
        return 0;
    }
    return PyList_Append(list, x);
}
#else
#define __Pyx_ListComp_Append(L,x) PyList_Append(L,x)
#endif

/* PyIntBinop.proto */
#if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, long intval, int inplace);
#else
#define __Pyx_PyInt_AddObjC(op1, op2, intval, inplace)\
    (inplace ? PyNumber_InPlaceAdd(op1, op2) : PyNumber_Add(op1, op2))
#endif

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

/* None.proto */
static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname);

/* ForceInitThreads.proto */
#ifndef __PYX_FORCE_INIT_THREADS
  #define __PYX_FORCE_INIT_THREADS 0
#endif

/* None.proto */
static CYTHON_INLINE long __Pyx_div_long(long, long);

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

/* CallNextTpClear.proto */
static void __Pyx_call_next_tp_clear(PyObject* obj, inquiry current_tp_dealloc);

/* 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);

/* pyfrozenset_new.proto */
static CYTHON_INLINE PyObject* __Pyx_PyFrozenSet_New(PyObject* it) {
    if (it) {
        PyObject* result;
#if CYTHON_COMPILING_IN_PYPY
        PyObject* args;
        args = PyTuple_Pack(1, it);
        if (unlikely(!args))
            return NULL;
        result = PyObject_Call((PyObject*)&PyFrozenSet_Type, args, NULL);
        Py_DECREF(args);
        return result;
#else
        if (PyFrozenSet_CheckExact(it)) {
            Py_INCREF(it);
            return it;
        }
        result = PyFrozenSet_New(it);
        if (unlikely(!result))
            return NULL;
        if (likely(PySet_GET_SIZE(result)))
            return result;
        Py_DECREF(result);
#endif
    }
#if CYTHON_USE_TYPE_SLOTS
    return PyFrozenSet_Type.tp_new(&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
#else
    return PyObject_Call((PyObject*)&PyFrozenSet_Type, __pyx_empty_tuple, NULL);
#endif
}

/* FetchCommonType.proto */
static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type);

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

/* FusedFunction.proto */
typedef struct {
    __pyx_CyFunctionObject func;
    PyObject *__signatures__;
    PyObject *type;
    PyObject *self;
} __pyx_FusedFunctionObject;
#define __pyx_FusedFunction_NewEx(ml, flags, qualname, self, module, globals, code)\
        __pyx_FusedFunction_New(__pyx_FusedFunctionType, ml, flags, qualname, self, module, globals, code)
static PyObject *__pyx_FusedFunction_New(PyTypeObject *type,
                                         PyMethodDef *ml, int flags,
                                         PyObject *qualname, PyObject *self,
                                         PyObject *module, PyObject *globals,
                                         PyObject *code);
static int __pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self);
static PyTypeObject *__pyx_FusedFunctionType = NULL;
static int __pyx_FusedFunction_init(void);
#define __Pyx_FusedFunction_USED

/* 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);

#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


/* 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];
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/* ObjectToMemviewSlice.proto */
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/* ObjectToMemviewSlice.proto */
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static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_float64_t(const char *itemp, PyObject *obj);

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static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_float32_t(const char *itemp);
static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_float32_t(const char *itemp, PyObject *obj);

/* MemviewDtypeToObject.proto */
static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_int64_t(const char *itemp);
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/* MemviewDtypeToObject.proto */
static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_int32_t(const char *itemp);
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/* Arithmetic.proto */
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/* CIntToPy.proto */
static CYTHON_INLINE PyObject* __Pyx_PyInt_From_ptrdiff_t(ptrdiff_t value);

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static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY_TYPES value);

/* MemviewSliceCopyTemplate.proto */
static __Pyx_memviewslice
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/* CIntFromPy.proto */
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/* ModuleImport.proto */
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static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict);

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static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_classify_intervals(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, __Pyx_memviewslice __pyx_v_left, __Pyx_memviewslice __pyx_v_right); /* proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_new_child_node(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, PyArrayObject *__pyx_v_subset); /* proto*/
static PyObject *__pyx_fuse_0__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_1__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_2__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_fuse_3__pyx_f_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point, int __pyx_skip_dispatch); /* proto*/
static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v_self); /* proto*/
static char *__pyx_memoryview_get_item_pointer(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto*/
static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_dst, PyObject *__pyx_v_src); /* proto*/
static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __pyx_memoryview_obj *__pyx_v_self, struct __pyx_memoryview_obj *__pyx_v_dst, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_memoryview_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/
static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp); /* proto*/
static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __pyx_memoryviewslice_obj *__pyx_v_self, char *__pyx_v_itemp, PyObject *__pyx_v_value); /* proto*/

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

/* Module declarations from '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 'util' */
static CYTHON_INLINE PyObject *__pyx_f_4util_set_value_at_unsafe(PyArrayObject *, PyObject *, PyObject *); /*proto*/
static CYTHON_INLINE int __pyx_f_4util__checknull(PyObject *); /*proto*/

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

/* Module declarations from 'cython' */

/* Module declarations from 'khash' */

/* Module declarations from 'pandas._libs.hashtable' */
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_UInt64HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_Int64HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_Float64HashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_PyObjectHashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_MultiIndexHashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_StringHashTable = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_9hashtable_Int64Vector = 0;

/* Module declarations from 'pandas._libs.interval' */
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Interval = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_IntervalTree = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode = 0;
static PyTypeObject *__pyx_ptype_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode = 0;
static PyTypeObject *__pyx_array_type = 0;
static PyTypeObject *__pyx_MemviewEnum_type = 0;
static PyTypeObject *__pyx_memoryview_type = 0;
static PyTypeObject *__pyx_memoryviewslice_type = 0;
static PyObject *generic = 0;
static PyObject *strided = 0;
static PyObject *indirect = 0;
static PyObject *contiguous = 0;
static PyObject *indirect_contiguous = 0;
static int __pyx_memoryview_thread_locks_used;
static PyThread_type_lock __pyx_memoryview_thread_locks[8];
static PyObject *__pyx_f_6pandas_5_libs_8interval__interval_like(PyObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_intervals_to_interval_bounds(PyArrayObject *, int __pyx_skip_dispatch); /*proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_take(PyArrayObject *, PyArrayObject *); /*proto*/
static PyObject *__pyx_f_6pandas_5_libs_8interval_sort_values_and_indices(PyObject *, PyObject *, PyObject *); /*proto*/
static struct __pyx_array_obj *__pyx_array_new(PyObject *, Py_ssize_t, char *, char *, char *); /*proto*/
static void *__pyx_align_pointer(void *, size_t); /*proto*/
static PyObject *__pyx_memoryview_new(PyObject *, int, int, __Pyx_TypeInfo *); /*proto*/
static CYTHON_INLINE int __pyx_memoryview_check(PyObject *); /*proto*/
static PyObject *_unellipsify(PyObject *, int); /*proto*/
static PyObject *assert_direct_dimensions(Py_ssize_t *, int); /*proto*/
static struct __pyx_memoryview_obj *__pyx_memview_slice(struct __pyx_memoryview_obj *, PyObject *); /*proto*/
static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int *, Py_ssize_t, Py_ssize_t, Py_ssize_t, int, int, int, int); /*proto*/
static char *__pyx_pybuffer_index(Py_buffer *, char *, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memslice_transpose(__Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice, int, PyObject *(*)(char *), int (*)(char *, PyObject *), int); /*proto*/
static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_obj *); /*proto*/
static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_memoryview_obj *, __Pyx_memviewslice *); /*proto*/
static Py_ssize_t abs_py_ssize_t(Py_ssize_t); /*proto*/
static char __pyx_get_best_slice_order(__Pyx_memviewslice *, int); /*proto*/
static void _copy_strided_to_strided(char *, Py_ssize_t *, char *, Py_ssize_t *, Py_ssize_t *, Py_ssize_t *, int, size_t); /*proto*/
static void copy_strided_to_strided(__Pyx_memviewslice *, __Pyx_memviewslice *, int, size_t); /*proto*/
static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *, int); /*proto*/
static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *, Py_ssize_t *, Py_ssize_t, int, char); /*proto*/
static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *, __Pyx_memviewslice *, char, int); /*proto*/
static int __pyx_memoryview_err_extents(int, Py_ssize_t, Py_ssize_t); /*proto*/
static int __pyx_memoryview_err_dim(PyObject *, char *, int); /*proto*/
static int __pyx_memoryview_err(PyObject *, char *); /*proto*/
static int __pyx_memoryview_copy_contents(__Pyx_memviewslice, __Pyx_memviewslice, int, int, int); /*proto*/
static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *, int, int); /*proto*/
static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *, int, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_refcount_objects_in_slice(char *, Py_ssize_t *, Py_ssize_t *, int, int); /*proto*/
static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *, int, size_t, void *, int); /*proto*/
static void __pyx_memoryview__slice_assign_scalar(char *, Py_ssize_t *, Py_ssize_t *, int, size_t, void *); /*proto*/
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t = { "float32_t", NULL, sizeof(__pyx_t_5numpy_float32_t), { 0 }, 0, 'R', 0, 0 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_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 };
static __Pyx_TypeInfo __Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t = { "int32_t", NULL, sizeof(__pyx_t_5numpy_int32_t), { 0 }, 0, IS_UNSIGNED(__pyx_t_5numpy_int32_t) ? 'U' : 'I', IS_UNSIGNED(__pyx_t_5numpy_int32_t), 0 };
#define __Pyx_MODULE_NAME "pandas._libs.interval"
int __pyx_module_is_main_pandas___libs__interval = 0;

/* Implementation of 'pandas._libs.interval' */
static PyObject *__pyx_builtin_TypeError;
static PyObject *__pyx_builtin_ValueError;
static PyObject *__pyx_builtin_NotImplemented;
static PyObject *__pyx_builtin_object;
static PyObject *__pyx_builtin_range;
static PyObject *__pyx_builtin_zip;
static PyObject *__pyx_builtin_KeyError;
static PyObject *__pyx_builtin_ImportError;
static PyObject *__pyx_builtin_AttributeError;
static PyObject *__pyx_builtin_IndexError;
static PyObject *__pyx_builtin_RuntimeError;
static PyObject *__pyx_builtin_MemoryError;
static PyObject *__pyx_builtin_enumerate;
static PyObject *__pyx_builtin_Ellipsis;
static PyObject *__pyx_builtin_id;
static const char __pyx_k_O[] = "O";
static const char __pyx_k_c[] = "c";
static const char __pyx_k_i[] = "i";
static const char __pyx_k__3[] = "<";
static const char __pyx_k__4[] = "<=";
static const char __pyx_k__5[] = ">";
static const char __pyx_k__6[] = ">=";
static const char __pyx_k__7[] = "[";
static const char __pyx_k__8[] = "(";
static const char __pyx_k__9[] = "]";
static const char __pyx_k_id[] = "id";
static const char __pyx_k_np[] = "np";
static const char __pyx_k_pd[] = "pd";
static const char __pyx_k__10[] = ")";
static const char __pyx_k__12[] = "()";
static const char __pyx_k__14[] = "|";
static const char __pyx_k_inf[] = "inf";
static const char __pyx_k_key[] = "key";
static const char __pyx_k_max[] = "max";
static const char __pyx_k_min[] = "min";
static const char __pyx_k_nan[] = "nan";
static const char __pyx_k_obj[] = "obj";
static const char __pyx_k_typ[] = "_typ";
static const char __pyx_k_zip[] = "zip";
static const char __pyx_k_args[] = "args";
static const char __pyx_k_base[] = "base";
static const char __pyx_k_both[] = "both";
static const char __pyx_k_kind[] = "kind";
static const char __pyx_k_left[] = "left";
static const char __pyx_k_main[] = "__main__";
static const char __pyx_k_mode[] = "mode";
static const char __pyx_k_name[] = "__name__";
static const char __pyx_k_ndim[] = "ndim";
static const char __pyx_k_pack[] = "pack";
static const char __pyx_k_self[] = "self";
static const char __pyx_k_side[] = "side";
static const char __pyx_k_size[] = "size";
static const char __pyx_k_step[] = "step";
static const char __pyx_k_stop[] = "stop";
static const char __pyx_k_test[] = "__test__";
static const char __pyx_k_ASCII[] = "ASCII";
static const char __pyx_k_class[] = "__class__";
static const char __pyx_k_dtype[] = "dtype";
static const char __pyx_k_empty[] = "empty";
static const char __pyx_k_error[] = "error";
static const char __pyx_k_flags[] = "flags";
static const char __pyx_k_int32[] = "int32";
static const char __pyx_k_int64[] = "int64";
static const char __pyx_k_numpy[] = "numpy";
static const char __pyx_k_point[] = "point";
static const char __pyx_k_query[] = "query";
static const char __pyx_k_range[] = "range";
static const char __pyx_k_right[] = "right";
static const char __pyx_k_shape[] = "shape";
static const char __pyx_k_split[] = "split";
static const char __pyx_k_start[] = "start";
static const char __pyx_k_strip[] = "strip";
static const char __pyx_k_tslib[] = "tslib";
static const char __pyx_k_Number[] = "Number";
static const char __pyx_k_arange[] = "arange";
static const char __pyx_k_closed[] = "closed";
static const char __pyx_k_counts[] = "counts";
static const char __pyx_k_encode[] = "encode";
static const char __pyx_k_format[] = "format";
static const char __pyx_k_import[] = "__import__";
static const char __pyx_k_kwargs[] = "kwargs";
static const char __pyx_k_median[] = "median";
static const char __pyx_k_name_2[] = "name";
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_result[] = "result";
static const char __pyx_k_sorter[] = "sorter";
static const char __pyx_k_struct[] = "struct";
static const char __pyx_k_target[] = "target";
static const char __pyx_k_unique[] = "unique";
static const char __pyx_k_unpack[] = "unpack";
static const char __pyx_k_argsort[] = "argsort";
static const char __pyx_k_asarray[] = "asarray";
static const char __pyx_k_float32[] = "float32";
static const char __pyx_k_float64[] = "float64";
static const char __pyx_k_fortran[] = "fortran";
static const char __pyx_k_get_loc[] = "get_loc";
static const char __pyx_k_indices[] = "indices";
static const char __pyx_k_int32_t[] = "int32_t";
static const char __pyx_k_int64_t[] = "int64_t";
static const char __pyx_k_memview[] = "memview";
static const char __pyx_k_missing[] = "missing";
static const char __pyx_k_ndarray[] = "ndarray";
static const char __pyx_k_neither[] = "neither";
static const char __pyx_k_numbers[] = "numbers";
static const char __pyx_k_old_len[] = "old_len";
static const char __pyx_k_s_s_s_s[] = "%s%s, %s%s";
static const char __pyx_k_Ellipsis[] = "Ellipsis";
static const char __pyx_k_KeyError[] = "KeyError";
static const char __pyx_k_defaults[] = "defaults";
static const char __pyx_k_itemsize[] = "itemsize";
static const char __pyx_k_key_left[] = "key_left";
static const char __pyx_k_Timestamp[] = "Timestamp";
static const char __pyx_k_TypeError[] = "TypeError";
static const char __pyx_k_enumerate[] = "enumerate";
static const char __pyx_k_float32_t[] = "float32_t";
static const char __pyx_k_float64_t[] = "float64_t";
static const char __pyx_k_key_right[] = "key_right";
static const char __pyx_k_leaf_size[] = "leaf_size";
static const char __pyx_k_open_left[] = "open_left";
static const char __pyx_k_repr_base[] = "_repr_base";
static const char __pyx_k_IndexError[] = "IndexError";
static const char __pyx_k_ValueError[] = "ValueError";
static const char __pyx_k_n_elements[] = "n_elements";
static const char __pyx_k_open_right[] = "open_right";
static const char __pyx_k_pyx_vtable[] = "__pyx_vtable__";
static const char __pyx_k_short_repr[] = "_short_repr";
static const char __pyx_k_ImportError[] = "ImportError";
static const char __pyx_k_MemoryError[] = "MemoryError";
static const char __pyx_k_closed_left[] = "closed_left";
static const char __pyx_k_concatenate[] = "concatenate";
static const char __pyx_k_get_indexer[] = "get_indexer";
static const char __pyx_k_left_sorter[] = "left_sorter";
static const char __pyx_k_result_type[] = "result_type";
static const char __pyx_k_NODE_CLASSES[] = "NODE_CLASSES";
static const char __pyx_k_RuntimeError[] = "RuntimeError";
static const char __pyx_k_VALID_CLOSED[] = "_VALID_CLOSED";
static const char __pyx_k_closed_right[] = "closed_right";
static const char __pyx_k_right_sorter[] = "right_sorter";
static const char __pyx_k_searchsorted[] = "searchsorted";
static const char __pyx_k_pyx_getbuffer[] = "__pyx_getbuffer";
static const char __pyx_k_AttributeError[] = "AttributeError";
static const char __pyx_k_NotImplemented[] = "NotImplemented";
static const char __pyx_k_s_r_r_closed_r[] = "%s(%r, %r, closed=%r)";
static const char __pyx_k_allocate_buffer[] = "allocate_buffer";
static const char __pyx_k_dtype_is_object[] = "dtype_is_object";
static const char __pyx_k_pyx_fuse_0query[] = "__pyx_fuse_0query";
static const char __pyx_k_pyx_fuse_1query[] = "__pyx_fuse_1query";
static const char __pyx_k_pyx_fuse_2query[] = "__pyx_fuse_2query";
static const char __pyx_k_pyx_fuse_3query[] = "__pyx_fuse_3query";
static const char __pyx_k_strided_and_direct[] = "<strided and direct>";
static const char __pyx_k_get_partial_overlap[] = "_get_partial_overlap";
static const char __pyx_k_index_out_of_bounds[] = "index out of bounds";
static const char __pyx_k_IntervalTree_get_loc[] = "IntervalTree.get_loc";
static const char __pyx_k_strided_and_indirect[] = "<strided and indirect>";
static const char __pyx_k_contiguous_and_direct[] = "<contiguous and direct>";
static const char __pyx_k_pandas__libs_interval[] = "pandas._libs.interval";
static const char __pyx_k_MemoryView_of_r_object[] = "<MemoryView of %r object>";
static const char __pyx_k_get_indexer_non_unique[] = "get_indexer_non_unique";
static const char __pyx_k_MemoryView_of_r_at_0x_x[] = "<MemoryView of %r at 0x%x>";
static const char __pyx_k_contiguous_and_indirect[] = "<contiguous and indirect>";
static const char __pyx_k_unorderable_types_s_s_s[] = "unorderable types: %s() %s %s()";
static const char __pyx_k_Cannot_index_with_type_s[] = "Cannot index with type '%s'";
static const char __pyx_k_IntervalTree_get_indexer[] = "IntervalTree.get_indexer";
static const char __pyx_k_Invalid_shape_in_axis_d_d[] = "Invalid shape in axis %d: %d.";
static const char __pyx_k_No_matching_signature_found[] = "No matching signature found";
static const char __pyx_k_invalid_option_for_closed_s[] = "invalid option for 'closed': %s";
static const char __pyx_k_itemsize_0_for_cython_array[] = "itemsize <= 0 for cython.array";
static const char __pyx_k_ndarray_is_not_C_contiguous[] = "ndarray is not C contiguous";
static const char __pyx_k_Expected_at_least_d_arguments[] = "Expected at least %d arguments";
static const char __pyx_k_Float32ClosedBothIntervalNode[] = "Float32ClosedBothIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float32ClosedLeftIntervalNode[] = "Float32ClosedLeftIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float64ClosedBothIntervalNode[] = "Float64ClosedBothIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float64ClosedLeftIntervalNode[] = "Float64ClosedLeftIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_unable_to_allocate_array_data[] = "unable to allocate array data.";
static const char __pyx_k_Float32ClosedRightIntervalNode[] = "<Float32ClosedRightIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float64ClosedRightIntervalNode[] = "<Float64ClosedRightIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int32ClosedNeitherIntervalNode[] = "<Int32ClosedNeitherIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int32ClosedRightIntervalNode_s[] = "<Int32ClosedRightIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int64ClosedNeitherIntervalNode[] = "<Int64ClosedNeitherIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int64ClosedRightIntervalNode_s[] = "<Int64ClosedRightIntervalNode: %s elements (terminal)>";
static const char __pyx_k_contains___not_defined_for_two[] = "__contains__ not defined for two intervals";
static const char __pyx_k_strided_and_direct_or_indirect[] = "<strided and direct or indirect>";
static const char __pyx_k_Float32ClosedBothIntervalNode_2[] = "Float32ClosedBothIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float32ClosedBothIntervalNode_3[] = "Float32ClosedBothIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float32ClosedBothIntervalNode_4[] = "Float32ClosedBothIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float32ClosedBothIntervalNode_p[] = "<Float32ClosedBothIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float32ClosedBothIntervalNode_s[] = "<Float32ClosedBothIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float32ClosedLeftIntervalNode_2[] = "Float32ClosedLeftIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float32ClosedLeftIntervalNode_3[] = "Float32ClosedLeftIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float32ClosedLeftIntervalNode_4[] = "Float32ClosedLeftIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float32ClosedLeftIntervalNode_p[] = "<Float32ClosedLeftIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float32ClosedLeftIntervalNode_s[] = "<Float32ClosedLeftIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float32ClosedNeitherIntervalNod[] = "<Float32ClosedNeitherIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float64ClosedBothIntervalNode_2[] = "Float64ClosedBothIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float64ClosedBothIntervalNode_3[] = "Float64ClosedBothIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float64ClosedBothIntervalNode_4[] = "Float64ClosedBothIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float64ClosedBothIntervalNode_p[] = "<Float64ClosedBothIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float64ClosedBothIntervalNode_s[] = "<Float64ClosedBothIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float64ClosedLeftIntervalNode_2[] = "Float64ClosedLeftIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float64ClosedLeftIntervalNode_3[] = "Float64ClosedLeftIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float64ClosedLeftIntervalNode_4[] = "Float64ClosedLeftIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float64ClosedLeftIntervalNode_p[] = "<Float64ClosedLeftIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float64ClosedLeftIntervalNode_s[] = "<Float64ClosedLeftIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Float64ClosedNeitherIntervalNod[] = "<Float64ClosedNeitherIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int32ClosedBothIntervalNode_piv[] = "<Int32ClosedBothIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int32ClosedBothIntervalNode_s_e[] = "<Int32ClosedBothIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int32ClosedLeftIntervalNode_piv[] = "<Int32ClosedLeftIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int32ClosedLeftIntervalNode_s_e[] = "<Int32ClosedLeftIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int32ClosedRightIntervalNode_pi[] = "<Int32ClosedRightIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int64ClosedBothIntervalNode_piv[] = "<Int64ClosedBothIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int64ClosedBothIntervalNode_s_e[] = "<Int64ClosedBothIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int64ClosedLeftIntervalNode_piv[] = "<Int64ClosedLeftIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int64ClosedLeftIntervalNode_s_e[] = "<Int64ClosedLeftIntervalNode: %s elements (terminal)>";
static const char __pyx_k_Int64ClosedRightIntervalNode_pi[] = "<Int64ClosedRightIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_IntervalTree_dtype_closed_n_ele[] = "<IntervalTree[{dtype},{closed}]: {n_elements} elements>";
static const char __pyx_k_home_yoh_deb_gits_pkg_exppsy_pa[] = "/home/yoh/deb/gits/pkg-exppsy/pandas/pandas/_libs/intervaltree.pxi";
static const char __pyx_k_intervals_must_all_be_closed_on[] = "intervals must all be closed on the same side";
static const char __pyx_k_unknown_dtype_code_in_numpy_pxd[] = "unknown dtype code in numpy.pxd (%d)";
static const char __pyx_k_Buffer_view_does_not_expose_stri[] = "Buffer view does not expose strides";
static const char __pyx_k_Can_only_create_a_buffer_that_is[] = "Can only create a buffer that is contiguous in memory.";
static const char __pyx_k_Empty_shape_tuple_for_cython_arr[] = "Empty shape tuple for cython.array";
static const char __pyx_k_Float32ClosedBothIntervalNode_qu[] = "Float32ClosedBothIntervalNode.query";
static const char __pyx_k_Float32ClosedLeftIntervalNode_qu[] = "Float32ClosedLeftIntervalNode.query";
static const char __pyx_k_Float32ClosedNeitherIntervalNode[] = "Float32ClosedNeitherIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float32ClosedRightIntervalNode_2[] = "<Float32ClosedRightIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float32ClosedRightIntervalNode_3[] = "Float32ClosedRightIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float32ClosedRightIntervalNode_4[] = "Float32ClosedRightIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float32ClosedRightIntervalNode_5[] = "Float32ClosedRightIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float32ClosedRightIntervalNode_6[] = "Float32ClosedRightIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float32ClosedRightIntervalNode_q[] = "Float32ClosedRightIntervalNode.query";
static const char __pyx_k_Float64ClosedBothIntervalNode_qu[] = "Float64ClosedBothIntervalNode.query";
static const char __pyx_k_Float64ClosedLeftIntervalNode_qu[] = "Float64ClosedLeftIntervalNode.query";
static const char __pyx_k_Float64ClosedNeitherIntervalNode[] = "Float64ClosedNeitherIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float64ClosedRightIntervalNode_2[] = "<Float64ClosedRightIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float64ClosedRightIntervalNode_3[] = "Float64ClosedRightIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Float64ClosedRightIntervalNode_4[] = "Float64ClosedRightIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float64ClosedRightIntervalNode_5[] = "Float64ClosedRightIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float64ClosedRightIntervalNode_6[] = "Float64ClosedRightIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float64ClosedRightIntervalNode_q[] = "Float64ClosedRightIntervalNode.query";
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_Function_call_with_ambiguous_arg[] = "Function call with ambiguous argument types";
static const char __pyx_k_Indirect_dimensions_not_supporte[] = "Indirect dimensions not supported";
static const char __pyx_k_Int32ClosedBothIntervalNode___py[] = "Int32ClosedBothIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int32ClosedBothIntervalNode_quer[] = "Int32ClosedBothIntervalNode.query";
static const char __pyx_k_Int32ClosedLeftIntervalNode___py[] = "Int32ClosedLeftIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int32ClosedLeftIntervalNode_quer[] = "Int32ClosedLeftIntervalNode.query";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_2[] = "<Int32ClosedNeitherIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_3[] = "Int32ClosedNeitherIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_4[] = "Int32ClosedNeitherIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_5[] = "Int32ClosedNeitherIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_6[] = "Int32ClosedNeitherIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int32ClosedNeitherIntervalNode_q[] = "Int32ClosedNeitherIntervalNode.query";
static const char __pyx_k_Int32ClosedRightIntervalNode___p[] = "Int32ClosedRightIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int32ClosedRightIntervalNode_que[] = "Int32ClosedRightIntervalNode.query";
static const char __pyx_k_Int64ClosedBothIntervalNode___py[] = "Int64ClosedBothIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int64ClosedBothIntervalNode_quer[] = "Int64ClosedBothIntervalNode.query";
static const char __pyx_k_Int64ClosedLeftIntervalNode___py[] = "Int64ClosedLeftIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int64ClosedLeftIntervalNode_quer[] = "Int64ClosedLeftIntervalNode.query";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_2[] = "<Int64ClosedNeitherIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_3[] = "Int64ClosedNeitherIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_4[] = "Int64ClosedNeitherIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_5[] = "Int64ClosedNeitherIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_6[] = "Int64ClosedNeitherIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int64ClosedNeitherIntervalNode_q[] = "Int64ClosedNeitherIntervalNode.query";
static const char __pyx_k_Int64ClosedRightIntervalNode___p[] = "Int64ClosedRightIntervalNode.__pyx_fuse_0query";
static const char __pyx_k_Int64ClosedRightIntervalNode_que[] = "Int64ClosedRightIntervalNode.query";
static const char __pyx_k_IntervalTree_get_indexer_non_uni[] = "IntervalTree.get_indexer_non_unique";
static const char __pyx_k_Invalid_mode_expected_c_or_fortr[] = "Invalid mode, expected 'c' or 'fortran', got %s";
static const char __pyx_k_Non_native_byte_order_not_suppor[] = "Non-native byte order not supported";
static const char __pyx_k_Out_of_bounds_on_buffer_access_a[] = "Out of bounds on buffer access (axis %d)";
static const char __pyx_k_Unable_to_convert_item_to_object[] = "Unable to convert item to object";
static const char __pyx_k_assignment_destination_is_read_o[] = "assignment destination is read-only";
static const char __pyx_k_got_differing_extents_in_dimensi[] = "got differing extents in dimension %d (got %d and %d)";
static const char __pyx_k_indexer_does_not_intersect_a_uni[] = "indexer does not intersect a unique set of intervals";
static const char __pyx_k_left_side_of_interval_must_be_ri[] = "left side of interval must be <= right side";
static const char __pyx_k_ndarray_is_not_Fortran_contiguou[] = "ndarray is not Fortran contiguous";
static const char __pyx_k_type_with_value_is_not_an_interv[] = "type {} with value {} is not an interval";
static const char __pyx_k_unable_to_allocate_shape_and_str[] = "unable to allocate shape and strides.";
static const char __pyx_k_Float32ClosedNeitherIntervalNod_2[] = "<Float32ClosedNeitherIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float64ClosedNeitherIntervalNod_2[] = "<Float64ClosedNeitherIntervalNode: pivot %s, %s elements (%s left, %s right, %s overlapping)>";
static const char __pyx_k_Float32ClosedNeitherIntervalNode_2[] = "Float32ClosedNeitherIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float32ClosedNeitherIntervalNode_3[] = "Float32ClosedNeitherIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float32ClosedNeitherIntervalNode_4[] = "Float32ClosedNeitherIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float32ClosedNeitherIntervalNode_5[] = "Float32ClosedNeitherIntervalNode.query";
static const char __pyx_k_Float64ClosedNeitherIntervalNode_2[] = "Float64ClosedNeitherIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Float64ClosedNeitherIntervalNode_3[] = "Float64ClosedNeitherIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Float64ClosedNeitherIntervalNode_4[] = "Float64ClosedNeitherIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Float64ClosedNeitherIntervalNode_5[] = "Float64ClosedNeitherIntervalNode.query";
static const char __pyx_k_Format_string_allocated_too_shor_2[] = "Format string allocated too short.";
static const char __pyx_k_Int32ClosedBothIntervalNode___py_2[] = "Int32ClosedBothIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int32ClosedBothIntervalNode___py_3[] = "Int32ClosedBothIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int32ClosedBothIntervalNode___py_4[] = "Int32ClosedBothIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int32ClosedLeftIntervalNode___py_2[] = "Int32ClosedLeftIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int32ClosedLeftIntervalNode___py_3[] = "Int32ClosedLeftIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int32ClosedLeftIntervalNode___py_4[] = "Int32ClosedLeftIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int32ClosedRightIntervalNode___p_2[] = "Int32ClosedRightIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int32ClosedRightIntervalNode___p_3[] = "Int32ClosedRightIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int32ClosedRightIntervalNode___p_4[] = "Int32ClosedRightIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int64ClosedBothIntervalNode___py_2[] = "Int64ClosedBothIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int64ClosedBothIntervalNode___py_3[] = "Int64ClosedBothIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int64ClosedBothIntervalNode___py_4[] = "Int64ClosedBothIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int64ClosedLeftIntervalNode___py_2[] = "Int64ClosedLeftIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int64ClosedLeftIntervalNode___py_3[] = "Int64ClosedLeftIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int64ClosedLeftIntervalNode___py_4[] = "Int64ClosedLeftIntervalNode.__pyx_fuse_3query";
static const char __pyx_k_Int64ClosedRightIntervalNode___p_2[] = "Int64ClosedRightIntervalNode.__pyx_fuse_1query";
static const char __pyx_k_Int64ClosedRightIntervalNode___p_3[] = "Int64ClosedRightIntervalNode.__pyx_fuse_2query";
static const char __pyx_k_Int64ClosedRightIntervalNode___p_4[] = "Int64ClosedRightIntervalNode.__pyx_fuse_3query";
static PyObject *__pyx_n_s_ASCII;
static PyObject *__pyx_n_s_AttributeError;
static PyObject *__pyx_kp_s_Buffer_view_does_not_expose_stri;
static PyObject *__pyx_kp_s_Can_only_create_a_buffer_that_is;
static PyObject *__pyx_kp_s_Cannot_index_with_type_s;
static PyObject *__pyx_n_s_Ellipsis;
static PyObject *__pyx_kp_s_Empty_shape_tuple_for_cython_arr;
static PyObject *__pyx_kp_s_Expected_at_least_d_arguments;
static PyObject *__pyx_n_s_Float32ClosedBothIntervalNode;
static PyObject *__pyx_n_s_Float32ClosedBothIntervalNode_2;
static PyObject *__pyx_n_s_Float32ClosedBothIntervalNode_3;
static PyObject *__pyx_n_s_Float32ClosedBothIntervalNode_4;
static PyObject *__pyx_kp_s_Float32ClosedBothIntervalNode_p;
static PyObject *__pyx_n_s_Float32ClosedBothIntervalNode_qu;
static PyObject *__pyx_kp_s_Float32ClosedBothIntervalNode_s;
static PyObject *__pyx_n_s_Float32ClosedLeftIntervalNode;
static PyObject *__pyx_n_s_Float32ClosedLeftIntervalNode_2;
static PyObject *__pyx_n_s_Float32ClosedLeftIntervalNode_3;
static PyObject *__pyx_n_s_Float32ClosedLeftIntervalNode_4;
static PyObject *__pyx_kp_s_Float32ClosedLeftIntervalNode_p;
static PyObject *__pyx_n_s_Float32ClosedLeftIntervalNode_qu;
static PyObject *__pyx_kp_s_Float32ClosedLeftIntervalNode_s;
static PyObject *__pyx_kp_s_Float32ClosedNeitherIntervalNod;
static PyObject *__pyx_kp_s_Float32ClosedNeitherIntervalNod_2;
static PyObject *__pyx_n_s_Float32ClosedNeitherIntervalNode;
static PyObject *__pyx_n_s_Float32ClosedNeitherIntervalNode_2;
static PyObject *__pyx_n_s_Float32ClosedNeitherIntervalNode_3;
static PyObject *__pyx_n_s_Float32ClosedNeitherIntervalNode_4;
static PyObject *__pyx_n_s_Float32ClosedNeitherIntervalNode_5;
static PyObject *__pyx_kp_s_Float32ClosedRightIntervalNode;
static PyObject *__pyx_kp_s_Float32ClosedRightIntervalNode_2;
static PyObject *__pyx_n_s_Float32ClosedRightIntervalNode_3;
static PyObject *__pyx_n_s_Float32ClosedRightIntervalNode_4;
static PyObject *__pyx_n_s_Float32ClosedRightIntervalNode_5;
static PyObject *__pyx_n_s_Float32ClosedRightIntervalNode_6;
static PyObject *__pyx_n_s_Float32ClosedRightIntervalNode_q;
static PyObject *__pyx_n_s_Float64ClosedBothIntervalNode;
static PyObject *__pyx_n_s_Float64ClosedBothIntervalNode_2;
static PyObject *__pyx_n_s_Float64ClosedBothIntervalNode_3;
static PyObject *__pyx_n_s_Float64ClosedBothIntervalNode_4;
static PyObject *__pyx_kp_s_Float64ClosedBothIntervalNode_p;
static PyObject *__pyx_n_s_Float64ClosedBothIntervalNode_qu;
static PyObject *__pyx_kp_s_Float64ClosedBothIntervalNode_s;
static PyObject *__pyx_n_s_Float64ClosedLeftIntervalNode;
static PyObject *__pyx_n_s_Float64ClosedLeftIntervalNode_2;
static PyObject *__pyx_n_s_Float64ClosedLeftIntervalNode_3;
static PyObject *__pyx_n_s_Float64ClosedLeftIntervalNode_4;
static PyObject *__pyx_kp_s_Float64ClosedLeftIntervalNode_p;
static PyObject *__pyx_n_s_Float64ClosedLeftIntervalNode_qu;
static PyObject *__pyx_kp_s_Float64ClosedLeftIntervalNode_s;
static PyObject *__pyx_kp_s_Float64ClosedNeitherIntervalNod;
static PyObject *__pyx_kp_s_Float64ClosedNeitherIntervalNod_2;
static PyObject *__pyx_n_s_Float64ClosedNeitherIntervalNode;
static PyObject *__pyx_n_s_Float64ClosedNeitherIntervalNode_2;
static PyObject *__pyx_n_s_Float64ClosedNeitherIntervalNode_3;
static PyObject *__pyx_n_s_Float64ClosedNeitherIntervalNode_4;
static PyObject *__pyx_n_s_Float64ClosedNeitherIntervalNode_5;
static PyObject *__pyx_kp_s_Float64ClosedRightIntervalNode;
static PyObject *__pyx_kp_s_Float64ClosedRightIntervalNode_2;
static PyObject *__pyx_n_s_Float64ClosedRightIntervalNode_3;
static PyObject *__pyx_n_s_Float64ClosedRightIntervalNode_4;
static PyObject *__pyx_n_s_Float64ClosedRightIntervalNode_5;
static PyObject *__pyx_n_s_Float64ClosedRightIntervalNode_6;
static PyObject *__pyx_n_s_Float64ClosedRightIntervalNode_q;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor;
static PyObject *__pyx_kp_u_Format_string_allocated_too_shor_2;
static PyObject *__pyx_kp_s_Function_call_with_ambiguous_arg;
static PyObject *__pyx_n_s_ImportError;
static PyObject *__pyx_n_s_IndexError;
static PyObject *__pyx_kp_s_Indirect_dimensions_not_supporte;
static PyObject *__pyx_n_s_Int32ClosedBothIntervalNode___py;
static PyObject *__pyx_n_s_Int32ClosedBothIntervalNode___py_2;
static PyObject *__pyx_n_s_Int32ClosedBothIntervalNode___py_3;
static PyObject *__pyx_n_s_Int32ClosedBothIntervalNode___py_4;
static PyObject *__pyx_kp_s_Int32ClosedBothIntervalNode_piv;
static PyObject *__pyx_n_s_Int32ClosedBothIntervalNode_quer;
static PyObject *__pyx_kp_s_Int32ClosedBothIntervalNode_s_e;
static PyObject *__pyx_n_s_Int32ClosedLeftIntervalNode___py;
static PyObject *__pyx_n_s_Int32ClosedLeftIntervalNode___py_2;
static PyObject *__pyx_n_s_Int32ClosedLeftIntervalNode___py_3;
static PyObject *__pyx_n_s_Int32ClosedLeftIntervalNode___py_4;
static PyObject *__pyx_kp_s_Int32ClosedLeftIntervalNode_piv;
static PyObject *__pyx_n_s_Int32ClosedLeftIntervalNode_quer;
static PyObject *__pyx_kp_s_Int32ClosedLeftIntervalNode_s_e;
static PyObject *__pyx_kp_s_Int32ClosedNeitherIntervalNode;
static PyObject *__pyx_kp_s_Int32ClosedNeitherIntervalNode_2;
static PyObject *__pyx_n_s_Int32ClosedNeitherIntervalNode_3;
static PyObject *__pyx_n_s_Int32ClosedNeitherIntervalNode_4;
static PyObject *__pyx_n_s_Int32ClosedNeitherIntervalNode_5;
static PyObject *__pyx_n_s_Int32ClosedNeitherIntervalNode_6;
static PyObject *__pyx_n_s_Int32ClosedNeitherIntervalNode_q;
static PyObject *__pyx_n_s_Int32ClosedRightIntervalNode___p;
static PyObject *__pyx_n_s_Int32ClosedRightIntervalNode___p_2;
static PyObject *__pyx_n_s_Int32ClosedRightIntervalNode___p_3;
static PyObject *__pyx_n_s_Int32ClosedRightIntervalNode___p_4;
static PyObject *__pyx_kp_s_Int32ClosedRightIntervalNode_pi;
static PyObject *__pyx_n_s_Int32ClosedRightIntervalNode_que;
static PyObject *__pyx_kp_s_Int32ClosedRightIntervalNode_s;
static PyObject *__pyx_n_s_Int64ClosedBothIntervalNode___py;
static PyObject *__pyx_n_s_Int64ClosedBothIntervalNode___py_2;
static PyObject *__pyx_n_s_Int64ClosedBothIntervalNode___py_3;
static PyObject *__pyx_n_s_Int64ClosedBothIntervalNode___py_4;
static PyObject *__pyx_kp_s_Int64ClosedBothIntervalNode_piv;
static PyObject *__pyx_n_s_Int64ClosedBothIntervalNode_quer;
static PyObject *__pyx_kp_s_Int64ClosedBothIntervalNode_s_e;
static PyObject *__pyx_n_s_Int64ClosedLeftIntervalNode___py;
static PyObject *__pyx_n_s_Int64ClosedLeftIntervalNode___py_2;
static PyObject *__pyx_n_s_Int64ClosedLeftIntervalNode___py_3;
static PyObject *__pyx_n_s_Int64ClosedLeftIntervalNode___py_4;
static PyObject *__pyx_kp_s_Int64ClosedLeftIntervalNode_piv;
static PyObject *__pyx_n_s_Int64ClosedLeftIntervalNode_quer;
static PyObject *__pyx_kp_s_Int64ClosedLeftIntervalNode_s_e;
static PyObject *__pyx_kp_s_Int64ClosedNeitherIntervalNode;
static PyObject *__pyx_kp_s_Int64ClosedNeitherIntervalNode_2;
static PyObject *__pyx_n_s_Int64ClosedNeitherIntervalNode_3;
static PyObject *__pyx_n_s_Int64ClosedNeitherIntervalNode_4;
static PyObject *__pyx_n_s_Int64ClosedNeitherIntervalNode_5;
static PyObject *__pyx_n_s_Int64ClosedNeitherIntervalNode_6;
static PyObject *__pyx_n_s_Int64ClosedNeitherIntervalNode_q;
static PyObject *__pyx_n_s_Int64ClosedRightIntervalNode___p;
static PyObject *__pyx_n_s_Int64ClosedRightIntervalNode___p_2;
static PyObject *__pyx_n_s_Int64ClosedRightIntervalNode___p_3;
static PyObject *__pyx_n_s_Int64ClosedRightIntervalNode___p_4;
static PyObject *__pyx_kp_s_Int64ClosedRightIntervalNode_pi;
static PyObject *__pyx_n_s_Int64ClosedRightIntervalNode_que;
static PyObject *__pyx_kp_s_Int64ClosedRightIntervalNode_s;
static PyObject *__pyx_kp_s_IntervalTree_dtype_closed_n_ele;
static PyObject *__pyx_n_s_IntervalTree_get_indexer;
static PyObject *__pyx_n_s_IntervalTree_get_indexer_non_uni;
static PyObject *__pyx_n_s_IntervalTree_get_loc;
static PyObject *__pyx_kp_s_Invalid_mode_expected_c_or_fortr;
static PyObject *__pyx_kp_s_Invalid_shape_in_axis_d_d;
static PyObject *__pyx_n_s_KeyError;
static PyObject *__pyx_n_s_MemoryError;
static PyObject *__pyx_kp_s_MemoryView_of_r_at_0x_x;
static PyObject *__pyx_kp_s_MemoryView_of_r_object;
static PyObject *__pyx_n_s_NODE_CLASSES;
static PyObject *__pyx_kp_s_No_matching_signature_found;
static PyObject *__pyx_kp_u_Non_native_byte_order_not_suppor;
static PyObject *__pyx_n_s_NotImplemented;
static PyObject *__pyx_n_s_Number;
static PyObject *__pyx_n_b_O;
static PyObject *__pyx_kp_s_Out_of_bounds_on_buffer_access_a;
static PyObject *__pyx_n_s_RuntimeError;
static PyObject *__pyx_n_s_Timestamp;
static PyObject *__pyx_n_s_TypeError;
static PyObject *__pyx_kp_s_Unable_to_convert_item_to_object;
static PyObject *__pyx_n_s_VALID_CLOSED;
static PyObject *__pyx_n_s_ValueError;
static PyObject *__pyx_kp_s__10;
static PyObject *__pyx_kp_s__12;
static PyObject *__pyx_kp_s__14;
static PyObject *__pyx_kp_s__3;
static PyObject *__pyx_kp_s__4;
static PyObject *__pyx_kp_s__5;
static PyObject *__pyx_kp_s__6;
static PyObject *__pyx_kp_s__7;
static PyObject *__pyx_kp_s__8;
static PyObject *__pyx_kp_s__9;
static PyObject *__pyx_n_s_allocate_buffer;
static PyObject *__pyx_n_s_arange;
static PyObject *__pyx_n_s_args;
static PyObject *__pyx_n_s_argsort;
static PyObject *__pyx_n_s_asarray;
static PyObject *__pyx_kp_s_assignment_destination_is_read_o;
static PyObject *__pyx_n_s_base;
static PyObject *__pyx_n_s_both;
static PyObject *__pyx_n_s_c;
static PyObject *__pyx_n_u_c;
static PyObject *__pyx_n_s_class;
static PyObject *__pyx_n_s_closed;
static PyObject *__pyx_n_s_closed_left;
static PyObject *__pyx_n_s_closed_right;
static PyObject *__pyx_n_s_concatenate;
static PyObject *__pyx_kp_s_contains___not_defined_for_two;
static PyObject *__pyx_kp_s_contiguous_and_direct;
static PyObject *__pyx_kp_s_contiguous_and_indirect;
static PyObject *__pyx_n_s_counts;
static PyObject *__pyx_n_s_defaults;
static PyObject *__pyx_n_s_dtype;
static PyObject *__pyx_n_s_dtype_is_object;
static PyObject *__pyx_n_s_empty;
static PyObject *__pyx_n_s_encode;
static PyObject *__pyx_n_s_enumerate;
static PyObject *__pyx_n_s_error;
static PyObject *__pyx_n_s_flags;
static PyObject *__pyx_n_s_float32;
static PyObject *__pyx_n_s_float32_t;
static PyObject *__pyx_n_s_float64;
static PyObject *__pyx_n_s_float64_t;
static PyObject *__pyx_n_s_format;
static PyObject *__pyx_n_s_fortran;
static PyObject *__pyx_n_u_fortran;
static PyObject *__pyx_n_s_get_indexer;
static PyObject *__pyx_n_s_get_indexer_non_unique;
static PyObject *__pyx_n_s_get_loc;
static PyObject *__pyx_n_s_get_partial_overlap;
static PyObject *__pyx_kp_s_got_differing_extents_in_dimensi;
static PyObject *__pyx_kp_s_home_yoh_deb_gits_pkg_exppsy_pa;
static PyObject *__pyx_n_s_i;
static PyObject *__pyx_n_s_id;
static PyObject *__pyx_n_s_import;
static PyObject *__pyx_kp_s_index_out_of_bounds;
static PyObject *__pyx_kp_s_indexer_does_not_intersect_a_uni;
static PyObject *__pyx_n_s_indices;
static PyObject *__pyx_n_s_inf;
static PyObject *__pyx_n_s_int32;
static PyObject *__pyx_n_s_int32_t;
static PyObject *__pyx_n_s_int64;
static PyObject *__pyx_n_s_int64_t;
static PyObject *__pyx_kp_s_intervals_must_all_be_closed_on;
static PyObject *__pyx_kp_s_invalid_option_for_closed_s;
static PyObject *__pyx_n_s_itemsize;
static PyObject *__pyx_kp_s_itemsize_0_for_cython_array;
static PyObject *__pyx_n_s_key;
static PyObject *__pyx_n_s_key_left;
static PyObject *__pyx_n_s_key_right;
static PyObject *__pyx_n_s_kind;
static PyObject *__pyx_n_s_kwargs;
static PyObject *__pyx_n_s_leaf_size;
static PyObject *__pyx_n_s_left;
static PyObject *__pyx_kp_s_left_side_of_interval_must_be_ri;
static PyObject *__pyx_n_s_left_sorter;
static PyObject *__pyx_n_s_main;
static PyObject *__pyx_n_s_max;
static PyObject *__pyx_n_s_median;
static PyObject *__pyx_n_s_memview;
static PyObject *__pyx_n_s_min;
static PyObject *__pyx_n_s_missing;
static PyObject *__pyx_n_s_mode;
static PyObject *__pyx_n_s_n_elements;
static PyObject *__pyx_n_s_name;
static PyObject *__pyx_n_s_name_2;
static PyObject *__pyx_n_s_nan;
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_ndim;
static PyObject *__pyx_n_s_neither;
static PyObject *__pyx_n_s_np;
static PyObject *__pyx_n_s_numbers;
static PyObject *__pyx_n_s_numpy;
static PyObject *__pyx_n_s_obj;
static PyObject *__pyx_n_s_object;
static PyObject *__pyx_n_s_old_len;
static PyObject *__pyx_n_s_open_left;
static PyObject *__pyx_n_s_open_right;
static PyObject *__pyx_n_s_pack;
static PyObject *__pyx_n_s_pandas;
static PyObject *__pyx_n_s_pandas__libs_interval;
static PyObject *__pyx_n_s_pd;
static PyObject *__pyx_n_s_period;
static PyObject *__pyx_n_s_point;
static PyObject *__pyx_n_s_pyx_fuse_0query;
static PyObject *__pyx_n_s_pyx_fuse_1query;
static PyObject *__pyx_n_s_pyx_fuse_2query;
static PyObject *__pyx_n_s_pyx_fuse_3query;
static PyObject *__pyx_n_s_pyx_getbuffer;
static PyObject *__pyx_n_s_pyx_vtable;
static PyObject *__pyx_n_s_query;
static PyObject *__pyx_n_s_range;
static PyObject *__pyx_n_s_repr_base;
static PyObject *__pyx_n_s_result;
static PyObject *__pyx_n_s_result_type;
static PyObject *__pyx_n_s_right;
static PyObject *__pyx_n_s_right_sorter;
static PyObject *__pyx_kp_s_s_r_r_closed_r;
static PyObject *__pyx_kp_s_s_s_s_s;
static PyObject *__pyx_n_s_searchsorted;
static PyObject *__pyx_n_s_self;
static PyObject *__pyx_n_s_shape;
static PyObject *__pyx_n_s_short_repr;
static PyObject *__pyx_n_s_side;
static PyObject *__pyx_n_s_size;
static PyObject *__pyx_n_s_sorter;
static PyObject *__pyx_n_s_split;
static PyObject *__pyx_n_s_start;
static PyObject *__pyx_n_s_step;
static PyObject *__pyx_n_s_stop;
static PyObject *__pyx_kp_s_strided_and_direct;
static PyObject *__pyx_kp_s_strided_and_direct_or_indirect;
static PyObject *__pyx_kp_s_strided_and_indirect;
static PyObject *__pyx_n_s_strip;
static PyObject *__pyx_n_s_struct;
static PyObject *__pyx_n_s_target;
static PyObject *__pyx_n_s_test;
static PyObject *__pyx_n_s_tslib;
static PyObject *__pyx_n_s_typ;
static PyObject *__pyx_kp_s_type_with_value_is_not_an_interv;
static PyObject *__pyx_kp_s_unable_to_allocate_array_data;
static PyObject *__pyx_kp_s_unable_to_allocate_shape_and_str;
static PyObject *__pyx_n_s_unique;
static PyObject *__pyx_kp_u_unknown_dtype_code_in_numpy_pxd;
static PyObject *__pyx_kp_s_unorderable_types_s_s_s;
static PyObject *__pyx_n_s_unpack;
static PyObject *__pyx_n_s_zip;
static PyObject *__pyx_pf_6pandas_5_libs_8interval_13IntervalMixin_11closed_left___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_13IntervalMixin_12closed_right___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_13IntervalMixin_9open_left___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_13IntervalMixin_10open_right___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_13IntervalMixin_3mid___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_8Interval___init__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self, PyObject *__pyx_v_left, PyObject *__pyx_v_right, PyObject *__pyx_v_closed); /* proto */
static Py_hash_t __pyx_pf_6pandas_5_libs_8interval_8Interval_2__hash__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_8Interval_4__contains__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self, PyObject *__pyx_v_key); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_6__richcmp__(PyObject *__pyx_v_self, PyObject *__pyx_v_other, int __pyx_v_op); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_8__reduce__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_10_repr_base(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_12__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_14__str__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_16__add__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_18__sub__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_20__mul__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
#if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_22__div__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
#endif
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_24__truediv__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_26__floordiv__(PyObject *__pyx_v_self, PyObject *__pyx_v_y); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_4left___get__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_5right___get__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_8Interval_6closed___get__(struct __pyx_obj_6pandas_5_libs_8interval_Interval *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_intervals_to_interval_bounds(CYTHON_UNUSED PyObject *__pyx_self, PyArrayObject *__pyx_v_intervals); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_12IntervalTree___init__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, PyObject *__pyx_v_left, PyObject *__pyx_v_right, PyObject *__pyx_v_closed, PyObject *__pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_11left_sorter___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_12right_sorter___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_2get_loc(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_16get_loc(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __pyx_t_5numpy_float64_t __pyx_v_key); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_18get_loc(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __pyx_t_5numpy_float32_t __pyx_v_key); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_20get_loc(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __pyx_t_5numpy_int64_t __pyx_v_key); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_22get_loc(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __pyx_t_5numpy_int32_t __pyx_v_key); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_4_get_partial_overlap(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, PyObject *__pyx_v_key_left, PyObject *__pyx_v_key_right, PyObject *__pyx_v_side); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_6get_loc_interval(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, PyObject *__pyx_v_key_left, PyObject *__pyx_v_key_right); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_8get_indexer(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_26get_indexer(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_28get_indexer(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_30get_indexer(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_32get_indexer(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_10get_indexer_non_unique(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_36get_indexer_non_unique(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_38get_indexer_non_unique(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_40get_indexer_non_unique(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_42get_indexer_non_unique(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self, __Pyx_memviewslice __pyx_v_target); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_12__repr__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_14clear_mapping(CYTHON_UNUSED struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_4left___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_5right___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_4root___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_5dtype___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_12IntervalTree_6closed___get__(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode___init__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, PyArrayObject *__pyx_v_left, PyArrayObject *__pyx_v_right, PyArrayObject *__pyx_v_indices, __pyx_t_5numpy_int64_t __pyx_v_leaf_size); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_signatures, PyObject *__pyx_v_args, PyObject *__pyx_v_kwargs, CYTHON_UNUSED PyObject *__pyx_v_defaults); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_8__pyx_fuse_0query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_10__pyx_fuse_1query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_float32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_12__pyx_fuse_2query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int64_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_14__pyx_fuse_3query(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self, struct __pyx_obj_6pandas_5_libs_9hashtable_Int64Vector *__pyx_v_result, __pyx_t_5numpy_int32_t __pyx_v_point); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_4__repr__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_6counts(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_5pivot___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_10n_elements___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_8n_center___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_9leaf_size___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_12is_leaf_node___get__(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *__pyx_v_self); /* proto */
static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *__pyx_v_self, Py_buffer *__pyx_v_info); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_shape, Py_ssize_t __pyx_v_itemsize, PyObject *__pyx_v_format, PyObject *__pyx_v_mode, int __pyx_v_allocate_buffer); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__(struct __pyx_array_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(struct __pyx_array_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__getattr__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_attr); /* proto */
static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__getitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item); /* proto */
static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__setitem__(struct __pyx_array_obj *__pyx_v_self, PyObject *__pyx_v_item, PyObject *__pyx_v_value); /* proto */
static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__(struct __pyx_MemviewEnum_obj *__pyx_v_self, PyObject *__pyx_v_name); /* proto */
static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_2__repr__(struct __pyx_MemviewEnum_obj *__pyx_v_self); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_obj, int __pyx_v_flags, int __pyx_v_dtype_is_object); /* proto */
static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_4__getitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__(struct __pyx_memoryview_obj *__pyx_v_self, PyObject *__pyx_v_index, PyObject *__pyx_v_value); /* proto */
static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__(struct __pyx_memoryview_obj *__pyx_v_self, Py_buffer *__pyx_v_info, int __pyx_v_flags); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffsets___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_10__len__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_12__repr__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_14__str__(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_16is_c_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_18is_f_contig(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_20copy(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_22copy_fortran(struct __pyx_memoryview_obj *__pyx_v_self); /* proto */
static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base___get__(struct __pyx_memoryviewslice_obj *__pyx_v_self); /* proto */
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_IntervalMixin(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Interval(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_IntervalTree(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/
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    /* "View.MemoryView":762
 *             new_ndim += 1
 * 
 *     if isinstance(memview, _memoryviewslice):             # <<<<<<<<<<<<<<
 *         return memoryview_fromslice(dst, new_ndim,
 *                                     memviewsliceobj.to_object_func,
 */
  }

  /* "View.MemoryView":768
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
  /*else*/ {
    __Pyx_XDECREF(((PyObject *)__pyx_r));

    /* "View.MemoryView":769
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,
 *                                     memview.dtype_is_object)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_fromslice(__pyx_v_dst, __pyx_v_new_ndim, NULL, NULL, __pyx_v_memview->dtype_is_object); if (unlikely(!__pyx_t_3)) __PYX_ERR(4, 768, __pyx_L1_error)
    __Pyx_GOTREF(__pyx_t_3);

    /* "View.MemoryView":768
 *                                     memview.dtype_is_object)
 *     else:
 *         return memoryview_fromslice(dst, new_ndim, NULL, NULL,             # <<<<<<<<<<<<<<
 *                                     memview.dtype_is_object)
 * 
 */
    if (!(likely(((__pyx_t_3) == Py_None) || likely(__Pyx_TypeTest(__pyx_t_3, __pyx_memoryview_type))))) __PYX_ERR(4, 768, __pyx_L1_error)
    __pyx_r = ((struct __pyx_memoryview_obj *)__pyx_t_3);
    __pyx_t_3 = 0;
    goto __pyx_L0;
  }

  /* "View.MemoryView":696
 * 
 * @cname('__pyx_memview_slice')
 * cdef memoryview memview_slice(memoryview memview, object indices):             # <<<<<<<<<<<<<<
 *     cdef int new_ndim = 0, suboffset_dim = -1, dim
 *     cdef bint negative_step
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_9);
  __Pyx_AddTraceback("View.MemoryView.memview_slice", __pyx_clineno, __pyx_lineno, __pyx_filename);
  __pyx_r = 0;
  __pyx_L0:;
  __Pyx_XDECREF((PyObject *)__pyx_v_memviewsliceobj);
  __Pyx_XDECREF(__pyx_v_index);
  __Pyx_XGIVEREF((PyObject *)__pyx_r);
  __Pyx_RefNannyFinishContext();
  return __pyx_r;
}

/* "View.MemoryView":793
 * 
 * @cname('__pyx_memoryview_slice_memviewslice')
 * cdef int slice_memviewslice(             # <<<<<<<<<<<<<<
 *         __Pyx_memviewslice *dst,
 *         Py_ssize_t shape, Py_ssize_t stride, Py_ssize_t suboffset,
 */

static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx_v_dst, Py_ssize_t __pyx_v_shape, Py_ssize_t __pyx_v_stride, Py_ssize_t __pyx_v_suboffset, int __pyx_v_dim, int __pyx_v_new_ndim, int *__pyx_v_suboffset_dim, Py_ssize_t __pyx_v_start, Py_ssize_t __pyx_v_stop, Py_ssize_t __pyx_v_step, int __pyx_v_have_start, int __pyx_v_have_stop, int __pyx_v_have_step, int __pyx_v_is_slice) {
  Py_ssize_t __pyx_v_new_shape;
  int __pyx_v_negative_step;
  int __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":813
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
  __pyx_t_1 = ((!(__pyx_v_is_slice != 0)) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":815
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    __pyx_t_1 = ((__pyx_v_start < 0) != 0);
    if (__pyx_t_1) {

      /* "View.MemoryView":816
 * 
 *         if start < 0:
 *             start += shape             # <<<<<<<<<<<<<<
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 */
      __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

      /* "View.MemoryView":815
 *     if not is_slice:
 * 
 *         if start < 0:             # <<<<<<<<<<<<<<
 *             start += shape
 *         if not 0 <= start < shape:
 */
    }

    /* "View.MemoryView":817
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    __pyx_t_1 = (0 <= __pyx_v_start);
    if (__pyx_t_1) {
      __pyx_t_1 = (__pyx_v_start < __pyx_v_shape);
    }
    __pyx_t_2 = ((!(__pyx_t_1 != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":818
 *             start += shape
 *         if not 0 <= start < shape:
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)             # <<<<<<<<<<<<<<
 *     else:
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_IndexError, ((char *)"Index out of bounds (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(4, 818, __pyx_L1_error)

      /* "View.MemoryView":817
 *         if start < 0:
 *             start += shape
 *         if not 0 <= start < shape:             # <<<<<<<<<<<<<<
 *             _err_dim(IndexError, "Index out of bounds (axis %d)", dim)
 *     else:
 */
    }

    /* "View.MemoryView":813
 *     cdef bint negative_step
 * 
 *     if not is_slice:             # <<<<<<<<<<<<<<
 * 
 *         if start < 0:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":821
 *     else:
 * 
 *         negative_step = have_step != 0 and step < 0             # <<<<<<<<<<<<<<
 * 
 *         if have_step and step == 0:
 */
  /*else*/ {
    __pyx_t_1 = ((__pyx_v_have_step != 0) != 0);
    if (__pyx_t_1) {
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L6_bool_binop_done;
    }
    __pyx_t_1 = ((__pyx_v_step < 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L6_bool_binop_done:;
    __pyx_v_negative_step = __pyx_t_2;

    /* "View.MemoryView":823
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    __pyx_t_1 = (__pyx_v_have_step != 0);
    if (__pyx_t_1) {
    } else {
      __pyx_t_2 = __pyx_t_1;
      goto __pyx_L9_bool_binop_done;
    }
    __pyx_t_1 = ((__pyx_v_step == 0) != 0);
    __pyx_t_2 = __pyx_t_1;
    __pyx_L9_bool_binop_done:;
    if (__pyx_t_2) {

      /* "View.MemoryView":824
 * 
 *         if have_step and step == 0:
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_t_3 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Step may not be zero (axis %d)"), __pyx_v_dim); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(4, 824, __pyx_L1_error)

      /* "View.MemoryView":823
 *         negative_step = have_step != 0 and step < 0
 * 
 *         if have_step and step == 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Step may not be zero (axis %d)", dim)
 * 
 */
    }

    /* "View.MemoryView":827
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
    __pyx_t_2 = (__pyx_v_have_start != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":828
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
      __pyx_t_2 = ((__pyx_v_start < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":829
 *         if have_start:
 *             if start < 0:
 *                 start += shape             # <<<<<<<<<<<<<<
 *                 if start < 0:
 *                     start = 0
 */
        __pyx_v_start = (__pyx_v_start + __pyx_v_shape);

        /* "View.MemoryView":830
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        __pyx_t_2 = ((__pyx_v_start < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":831
 *                 start += shape
 *                 if start < 0:
 *                     start = 0             # <<<<<<<<<<<<<<
 *             elif start >= shape:
 *                 if negative_step:
 */
          __pyx_v_start = 0;

          /* "View.MemoryView":830
 *             if start < 0:
 *                 start += shape
 *                 if start < 0:             # <<<<<<<<<<<<<<
 *                     start = 0
 *             elif start >= shape:
 */
        }

        /* "View.MemoryView":828
 * 
 *         if have_start:
 *             if start < 0:             # <<<<<<<<<<<<<<
 *                 start += shape
 *                 if start < 0:
 */
        goto __pyx_L12;
      }

      /* "View.MemoryView":832
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      __pyx_t_2 = ((__pyx_v_start >= __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":833
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
        __pyx_t_2 = (__pyx_v_negative_step != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":834
 *             elif start >= shape:
 *                 if negative_step:
 *                     start = shape - 1             # <<<<<<<<<<<<<<
 *                 else:
 *                     start = shape
 */
          __pyx_v_start = (__pyx_v_shape - 1);

          /* "View.MemoryView":833
 *                     start = 0
 *             elif start >= shape:
 *                 if negative_step:             # <<<<<<<<<<<<<<
 *                     start = shape - 1
 *                 else:
 */
          goto __pyx_L14;
        }

        /* "View.MemoryView":836
 *                     start = shape - 1
 *                 else:
 *                     start = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        /*else*/ {
          __pyx_v_start = __pyx_v_shape;
        }
        __pyx_L14:;

        /* "View.MemoryView":832
 *                 if start < 0:
 *                     start = 0
 *             elif start >= shape:             # <<<<<<<<<<<<<<
 *                 if negative_step:
 *                     start = shape - 1
 */
      }
      __pyx_L12:;

      /* "View.MemoryView":827
 * 
 * 
 *         if have_start:             # <<<<<<<<<<<<<<
 *             if start < 0:
 *                 start += shape
 */
      goto __pyx_L11;
    }

    /* "View.MemoryView":838
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":839
 *         else:
 *             if negative_step:
 *                 start = shape - 1             # <<<<<<<<<<<<<<
 *             else:
 *                 start = 0
 */
        __pyx_v_start = (__pyx_v_shape - 1);

        /* "View.MemoryView":838
 *                     start = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 start = shape - 1
 *             else:
 */
        goto __pyx_L15;
      }

      /* "View.MemoryView":841
 *                 start = shape - 1
 *             else:
 *                 start = 0             # <<<<<<<<<<<<<<
 * 
 *         if have_stop:
 */
      /*else*/ {
        __pyx_v_start = 0;
      }
      __pyx_L15:;
    }
    __pyx_L11:;

    /* "View.MemoryView":843
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
    __pyx_t_2 = (__pyx_v_have_stop != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":844
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
      __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":845
 *         if have_stop:
 *             if stop < 0:
 *                 stop += shape             # <<<<<<<<<<<<<<
 *                 if stop < 0:
 *                     stop = 0
 */
        __pyx_v_stop = (__pyx_v_stop + __pyx_v_shape);

        /* "View.MemoryView":846
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        __pyx_t_2 = ((__pyx_v_stop < 0) != 0);
        if (__pyx_t_2) {

          /* "View.MemoryView":847
 *                 stop += shape
 *                 if stop < 0:
 *                     stop = 0             # <<<<<<<<<<<<<<
 *             elif stop > shape:
 *                 stop = shape
 */
          __pyx_v_stop = 0;

          /* "View.MemoryView":846
 *             if stop < 0:
 *                 stop += shape
 *                 if stop < 0:             # <<<<<<<<<<<<<<
 *                     stop = 0
 *             elif stop > shape:
 */
        }

        /* "View.MemoryView":844
 * 
 *         if have_stop:
 *             if stop < 0:             # <<<<<<<<<<<<<<
 *                 stop += shape
 *                 if stop < 0:
 */
        goto __pyx_L17;
      }

      /* "View.MemoryView":848
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      __pyx_t_2 = ((__pyx_v_stop > __pyx_v_shape) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":849
 *                     stop = 0
 *             elif stop > shape:
 *                 stop = shape             # <<<<<<<<<<<<<<
 *         else:
 *             if negative_step:
 */
        __pyx_v_stop = __pyx_v_shape;

        /* "View.MemoryView":848
 *                 if stop < 0:
 *                     stop = 0
 *             elif stop > shape:             # <<<<<<<<<<<<<<
 *                 stop = shape
 *         else:
 */
      }
      __pyx_L17:;

      /* "View.MemoryView":843
 *                 start = 0
 * 
 *         if have_stop:             # <<<<<<<<<<<<<<
 *             if stop < 0:
 *                 stop += shape
 */
      goto __pyx_L16;
    }

    /* "View.MemoryView":851
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
    /*else*/ {
      __pyx_t_2 = (__pyx_v_negative_step != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":852
 *         else:
 *             if negative_step:
 *                 stop = -1             # <<<<<<<<<<<<<<
 *             else:
 *                 stop = shape
 */
        __pyx_v_stop = -1L;

        /* "View.MemoryView":851
 *                 stop = shape
 *         else:
 *             if negative_step:             # <<<<<<<<<<<<<<
 *                 stop = -1
 *             else:
 */
        goto __pyx_L19;
      }

      /* "View.MemoryView":854
 *                 stop = -1
 *             else:
 *                 stop = shape             # <<<<<<<<<<<<<<
 * 
 *         if not have_step:
 */
      /*else*/ {
        __pyx_v_stop = __pyx_v_shape;
      }
      __pyx_L19:;
    }
    __pyx_L16:;

    /* "View.MemoryView":856
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    __pyx_t_2 = ((!(__pyx_v_have_step != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":857
 * 
 *         if not have_step:
 *             step = 1             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_step = 1;

      /* "View.MemoryView":856
 *                 stop = shape
 * 
 *         if not have_step:             # <<<<<<<<<<<<<<
 *             step = 1
 * 
 */
    }

    /* "View.MemoryView":861
 * 
 *         with cython.cdivision(True):
 *             new_shape = (stop - start) // step             # <<<<<<<<<<<<<<
 * 
 *             if (stop - start) - step * new_shape:
 */
    __pyx_v_new_shape = ((__pyx_v_stop - __pyx_v_start) / __pyx_v_step);

    /* "View.MemoryView":863
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    __pyx_t_2 = (((__pyx_v_stop - __pyx_v_start) - (__pyx_v_step * __pyx_v_new_shape)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":864
 * 
 *             if (stop - start) - step * new_shape:
 *                 new_shape += 1             # <<<<<<<<<<<<<<
 * 
 *         if new_shape < 0:
 */
      __pyx_v_new_shape = (__pyx_v_new_shape + 1);

      /* "View.MemoryView":863
 *             new_shape = (stop - start) // step
 * 
 *             if (stop - start) - step * new_shape:             # <<<<<<<<<<<<<<
 *                 new_shape += 1
 * 
 */
    }

    /* "View.MemoryView":866
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    __pyx_t_2 = ((__pyx_v_new_shape < 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":867
 * 
 *         if new_shape < 0:
 *             new_shape = 0             # <<<<<<<<<<<<<<
 * 
 * 
 */
      __pyx_v_new_shape = 0;

      /* "View.MemoryView":866
 *                 new_shape += 1
 * 
 *         if new_shape < 0:             # <<<<<<<<<<<<<<
 *             new_shape = 0
 * 
 */
    }

    /* "View.MemoryView":870
 * 
 * 
 *         dst.strides[new_ndim] = stride * step             # <<<<<<<<<<<<<<
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset
 */
    (__pyx_v_dst->strides[__pyx_v_new_ndim]) = (__pyx_v_stride * __pyx_v_step);

    /* "View.MemoryView":871
 * 
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape             # <<<<<<<<<<<<<<
 *         dst.suboffsets[new_ndim] = suboffset
 * 
 */
    (__pyx_v_dst->shape[__pyx_v_new_ndim]) = __pyx_v_new_shape;

    /* "View.MemoryView":872
 *         dst.strides[new_ndim] = stride * step
 *         dst.shape[new_ndim] = new_shape
 *         dst.suboffsets[new_ndim] = suboffset             # <<<<<<<<<<<<<<
 * 
 * 
 */
    (__pyx_v_dst->suboffsets[__pyx_v_new_ndim]) = __pyx_v_suboffset;
  }
  __pyx_L3:;

  /* "View.MemoryView":875
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
  __pyx_t_2 = (((__pyx_v_suboffset_dim[0]) < 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":876
 * 
 *     if suboffset_dim[0] < 0:
 *         dst.data += start * stride             # <<<<<<<<<<<<<<
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 */
    __pyx_v_dst->data = (__pyx_v_dst->data + (__pyx_v_start * __pyx_v_stride));

    /* "View.MemoryView":875
 * 
 * 
 *     if suboffset_dim[0] < 0:             # <<<<<<<<<<<<<<
 *         dst.data += start * stride
 *     else:
 */
    goto __pyx_L23;
  }

  /* "View.MemoryView":878
 *         dst.data += start * stride
 *     else:
 *         dst.suboffsets[suboffset_dim[0]] += start * stride             # <<<<<<<<<<<<<<
 * 
 *     if suboffset >= 0:
 */
  /*else*/ {
    __pyx_t_3 = (__pyx_v_suboffset_dim[0]);
    (__pyx_v_dst->suboffsets[__pyx_t_3]) = ((__pyx_v_dst->suboffsets[__pyx_t_3]) + (__pyx_v_start * __pyx_v_stride));
  }
  __pyx_L23:;

  /* "View.MemoryView":880
 *         dst.suboffsets[suboffset_dim[0]] += start * stride
 * 
 *     if suboffset >= 0:             # <<<<<<<<<<<<<<
 *         if not is_slice:
 *             if new_ndim == 0:
 */
  __pyx_t_2 = ((__pyx_v_suboffset >= 0) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":881
 * 
 *     if suboffset >= 0:
 *         if not is_slice:             # <<<<<<<<<<<<<<
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 */
    __pyx_t_2 = ((!(__pyx_v_is_slice != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":882
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
      __pyx_t_2 = ((__pyx_v_new_ndim == 0) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":883
 *         if not is_slice:
 *             if new_ndim == 0:
 *                 dst.data = (<char **> dst.data)[0] + suboffset             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "
 */
        __pyx_v_dst->data = ((((char **)__pyx_v_dst->data)[0]) + __pyx_v_suboffset);

        /* "View.MemoryView":882
 *     if suboffset >= 0:
 *         if not is_slice:
 *             if new_ndim == 0:             # <<<<<<<<<<<<<<
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 */
        goto __pyx_L26;
      }

      /* "View.MemoryView":885
 *                 dst.data = (<char **> dst.data)[0] + suboffset
 *             else:
 *                 _err_dim(IndexError, "All dimensions preceding dimension %d "             # <<<<<<<<<<<<<<
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 *             break
 */
    __pyx_t_2 = (((__pyx_v_mslice->shape[__pyx_v_i]) > 1) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1114
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]             # <<<<<<<<<<<<<<
 *             break
 * 
 */
      __pyx_v_f_stride = (__pyx_v_mslice->strides[__pyx_v_i]);

      /* "View.MemoryView":1115
 *         if mslice.shape[i] > 1:
 *             f_stride = mslice.strides[i]
 *             break             # <<<<<<<<<<<<<<
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 */
      goto __pyx_L7_break;

      /* "View.MemoryView":1113
 * 
 *     for i in range(ndim):
 *         if mslice.shape[i] > 1:             # <<<<<<<<<<<<<<
 *             f_stride = mslice.strides[i]
 *             break
 */
    }
  }
  __pyx_L7_break:;

  /* "View.MemoryView":1117
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  __pyx_t_2 = ((abs_py_ssize_t(__pyx_v_c_stride) <= abs_py_ssize_t(__pyx_v_f_stride)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1118
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):
 *         return 'C'             # <<<<<<<<<<<<<<
 *     else:
 *         return 'F'
 */
    __pyx_r = 'C';
    goto __pyx_L0;

    /* "View.MemoryView":1117
 *             break
 * 
 *     if abs_py_ssize_t(c_stride) <= abs_py_ssize_t(f_stride):             # <<<<<<<<<<<<<<
 *         return 'C'
 *     else:
 */
  }

  /* "View.MemoryView":1120
 *         return 'C'
 *     else:
 *         return 'F'             # <<<<<<<<<<<<<<
 * 
 * @cython.cdivision(True)
 */
  /*else*/ {
    __pyx_r = 'F';
    goto __pyx_L0;
  }

  /* "View.MemoryView":1099
 * 
 * @cname('__pyx_get_best_slice_order')
 * cdef char get_best_order(__Pyx_memviewslice *mslice, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     """
 *     Figure out the best memory access order for a given slice.
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1123
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t *__pyx_v_src_strides, char *__pyx_v_dst_data, Py_ssize_t *__pyx_v_dst_strides, Py_ssize_t *__pyx_v_src_shape, Py_ssize_t *__pyx_v_dst_shape, int __pyx_v_ndim, size_t __pyx_v_itemsize) {
  CYTHON_UNUSED Py_ssize_t __pyx_v_i;
  CYTHON_UNUSED Py_ssize_t __pyx_v_src_extent;
  Py_ssize_t __pyx_v_dst_extent;
  Py_ssize_t __pyx_v_src_stride;
  Py_ssize_t __pyx_v_dst_stride;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  Py_ssize_t __pyx_t_4;
  Py_ssize_t __pyx_t_5;

  /* "View.MemoryView":1130
 * 
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 */
  __pyx_v_src_extent = (__pyx_v_src_shape[0]);

  /* "View.MemoryView":1131
 *     cdef Py_ssize_t i
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 */
  __pyx_v_dst_extent = (__pyx_v_dst_shape[0]);

  /* "View.MemoryView":1132
 *     cdef Py_ssize_t src_extent = src_shape[0]
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]             # <<<<<<<<<<<<<<
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 */
  __pyx_v_src_stride = (__pyx_v_src_strides[0]);

  /* "View.MemoryView":1133
 *     cdef Py_ssize_t dst_extent = dst_shape[0]
 *     cdef Py_ssize_t src_stride = src_strides[0]
 *     cdef Py_ssize_t dst_stride = dst_strides[0]             # <<<<<<<<<<<<<<
 * 
 *     if ndim == 1:
 */
  __pyx_v_dst_stride = (__pyx_v_dst_strides[0]);

  /* "View.MemoryView":1135
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    __pyx_t_2 = ((__pyx_v_src_stride > 0) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }
    __pyx_t_2 = ((__pyx_v_dst_stride > 0) != 0);
    if (__pyx_t_2) {
    } else {
      __pyx_t_1 = __pyx_t_2;
      goto __pyx_L5_bool_binop_done;
    }

    /* "View.MemoryView":1137
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):             # <<<<<<<<<<<<<<
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 */
    __pyx_t_2 = (((size_t)__pyx_v_src_stride) == __pyx_v_itemsize);
    if (__pyx_t_2) {
      __pyx_t_2 = (__pyx_v_itemsize == ((size_t)__pyx_v_dst_stride));
    }
    __pyx_t_3 = (__pyx_t_2 != 0);
    __pyx_t_1 = __pyx_t_3;
    __pyx_L5_bool_binop_done:;

    /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
    if (__pyx_t_1) {

      /* "View.MemoryView":1138
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)             # <<<<<<<<<<<<<<
 *        else:
 *            for i in range(dst_extent):
 */
      memcpy(__pyx_v_dst_data, __pyx_v_src_data, (__pyx_v_itemsize * __pyx_v_dst_extent));

      /* "View.MemoryView":1136
 * 
 *     if ndim == 1:
 *        if (src_stride > 0 and dst_stride > 0 and             # <<<<<<<<<<<<<<
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 */
      goto __pyx_L4;
    }

    /* "View.MemoryView":1140
 *            memcpy(dst_data, src_data, itemsize * dst_extent)
 *        else:
 *            for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 */
    /*else*/ {
      __pyx_t_4 = __pyx_v_dst_extent;
      for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
        __pyx_v_i = __pyx_t_5;

        /* "View.MemoryView":1141
 *        else:
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)             # <<<<<<<<<<<<<<
 *                src_data += src_stride
 *                dst_data += dst_stride
 */
        memcpy(__pyx_v_dst_data, __pyx_v_src_data, __pyx_v_itemsize);

        /* "View.MemoryView":1142
 *            for i in range(dst_extent):
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride             # <<<<<<<<<<<<<<
 *                dst_data += dst_stride
 *     else:
 */
        __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

        /* "View.MemoryView":1143
 *                memcpy(dst_data, src_data, itemsize)
 *                src_data += src_stride
 *                dst_data += dst_stride             # <<<<<<<<<<<<<<
 *     else:
 *         for i in range(dst_extent):
 */
        __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
      }
    }
    __pyx_L4:;

    /* "View.MemoryView":1135
 *     cdef Py_ssize_t dst_stride = dst_strides[0]
 * 
 *     if ndim == 1:             # <<<<<<<<<<<<<<
 *        if (src_stride > 0 and dst_stride > 0 and
 *            <size_t> src_stride == itemsize == <size_t> dst_stride):
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1145
 *                dst_data += dst_stride
 *     else:
 *         for i in range(dst_extent):             # <<<<<<<<<<<<<<
 *             _copy_strided_to_strided(src_data, src_strides + 1,
 *                                      dst_data, dst_strides + 1,
 */
  /*else*/ {
    __pyx_t_4 = __pyx_v_dst_extent;
    for (__pyx_t_5 = 0; __pyx_t_5 < __pyx_t_4; __pyx_t_5+=1) {
      __pyx_v_i = __pyx_t_5;

      /* "View.MemoryView":1146
 *     else:
 *         for i in range(dst_extent):
 *             _copy_strided_to_strided(src_data, src_strides + 1,             # <<<<<<<<<<<<<<
 *                                      dst_data, dst_strides + 1,
 *                                      src_shape + 1, dst_shape + 1,
 */
      _copy_strided_to_strided(__pyx_v_src_data, (__pyx_v_src_strides + 1), __pyx_v_dst_data, (__pyx_v_dst_strides + 1), (__pyx_v_src_shape + 1), (__pyx_v_dst_shape + 1), (__pyx_v_ndim - 1), __pyx_v_itemsize);

      /* "View.MemoryView":1150
 *                                      src_shape + 1, dst_shape + 1,
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride             # <<<<<<<<<<<<<<
 *             dst_data += dst_stride
 * 
 */
      __pyx_v_src_data = (__pyx_v_src_data + __pyx_v_src_stride);

      /* "View.MemoryView":1151
 *                                      ndim - 1, itemsize)
 *             src_data += src_stride
 *             dst_data += dst_stride             # <<<<<<<<<<<<<<
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,
 */
      __pyx_v_dst_data = (__pyx_v_dst_data + __pyx_v_dst_stride);
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1123
 * 
 * @cython.cdivision(True)
 * cdef void _copy_strided_to_strided(char *src_data, Py_ssize_t *src_strides,             # <<<<<<<<<<<<<<
 *                                    char *dst_data, Py_ssize_t *dst_strides,
 *                                    Py_ssize_t *src_shape, Py_ssize_t *dst_shape,
 */

  /* function exit code */
}

/* "View.MemoryView":1153
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize) {

  /* "View.MemoryView":1156
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 *     _copy_strided_to_strided(src.data, src.strides, dst.data, dst.strides,             # <<<<<<<<<<<<<<
 *                              src.shape, dst.shape, ndim, itemsize)
 * 
 */
  _copy_strided_to_strided(__pyx_v_src->data, __pyx_v_src->strides, __pyx_v_dst->data, __pyx_v_dst->strides, __pyx_v_src->shape, __pyx_v_dst->shape, __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1153
 *             dst_data += dst_stride
 * 
 * cdef void copy_strided_to_strided(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice *dst,
 *                                   int ndim, size_t itemsize) nogil:
 */

  /* function exit code */
}

/* "View.MemoryView":1160
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__pyx_v_src, int __pyx_v_ndim) {
  int __pyx_v_i;
  Py_ssize_t __pyx_v_size;
  Py_ssize_t __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1163
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 *     cdef Py_ssize_t size = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_size = __pyx_t_1;

  /* "View.MemoryView":1165
 *     cdef Py_ssize_t size = src.memview.view.itemsize
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         size *= src.shape[i]
 * 
 */
  __pyx_t_2 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1166
 * 
 *     for i in range(ndim):
 *         size *= src.shape[i]             # <<<<<<<<<<<<<<
 * 
 *     return size
 */
    __pyx_v_size = (__pyx_v_size * (__pyx_v_src->shape[__pyx_v_i]));
  }

  /* "View.MemoryView":1168
 *         size *= src.shape[i]
 * 
 *     return size             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_fill_contig_strides_array')
 */
  __pyx_r = __pyx_v_size;
  goto __pyx_L0;

  /* "View.MemoryView":1160
 * 
 * @cname('__pyx_memoryview_slice_get_size')
 * cdef Py_ssize_t slice_get_size(__Pyx_memviewslice *src, int ndim) nogil:             # <<<<<<<<<<<<<<
 *     "Return the size of the memory occupied by the slice in number of bytes"
 *     cdef int i
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1171
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, Py_ssize_t __pyx_v_stride, int __pyx_v_ndim, char __pyx_v_order) {
  int __pyx_v_idx;
  Py_ssize_t __pyx_r;
  int __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;

  /* "View.MemoryView":1180
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
  __pyx_t_1 = ((__pyx_v_order == 'F') != 0);
  if (__pyx_t_1) {

    /* "View.MemoryView":1181
 * 
 *     if order == 'F':
 *         for idx in range(ndim):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
    __pyx_t_2 = __pyx_v_ndim;
    for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_2; __pyx_t_3+=1) {
      __pyx_v_idx = __pyx_t_3;

      /* "View.MemoryView":1182
 *     if order == 'F':
 *         for idx in range(ndim):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 *     else:
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1183
 *         for idx in range(ndim):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }

    /* "View.MemoryView":1180
 *     cdef int idx
 * 
 *     if order == 'F':             # <<<<<<<<<<<<<<
 *         for idx in range(ndim):
 *             strides[idx] = stride
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1185
 *             stride = stride * shape[idx]
 *     else:
 *         for idx in range(ndim - 1, -1, -1):             # <<<<<<<<<<<<<<
 *             strides[idx] = stride
 *             stride = stride * shape[idx]
 */
  /*else*/ {
    for (__pyx_t_2 = (__pyx_v_ndim - 1); __pyx_t_2 > -1L; __pyx_t_2-=1) {
      __pyx_v_idx = __pyx_t_2;

      /* "View.MemoryView":1186
 *     else:
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride             # <<<<<<<<<<<<<<
 *             stride = stride * shape[idx]
 * 
 */
      (__pyx_v_strides[__pyx_v_idx]) = __pyx_v_stride;

      /* "View.MemoryView":1187
 *         for idx in range(ndim - 1, -1, -1):
 *             strides[idx] = stride
 *             stride = stride * shape[idx]             # <<<<<<<<<<<<<<
 * 
 *     return stride
 */
      __pyx_v_stride = (__pyx_v_stride * (__pyx_v_shape[__pyx_v_idx]));
    }
  }
  __pyx_L3:;

  /* "View.MemoryView":1189
 *             stride = stride * shape[idx]
 * 
 *     return stride             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 */
  __pyx_r = __pyx_v_stride;
  goto __pyx_L0;

  /* "View.MemoryView":1171
 * 
 * @cname('__pyx_fill_contig_strides_array')
 * cdef Py_ssize_t fill_contig_strides_array(             # <<<<<<<<<<<<<<
 *                 Py_ssize_t *shape, Py_ssize_t *strides, Py_ssize_t stride,
 *                 int ndim, char order) nogil:
 */

  /* function exit code */
  __pyx_L0:;
  return __pyx_r;
}

/* "View.MemoryView":1192
 * 
 * @cname('__pyx_memoryview_copy_data_to_temp')
 * cdef void *copy_data_to_temp(__Pyx_memviewslice *src,             # <<<<<<<<<<<<<<
 *                              __Pyx_memviewslice *tmpslice,
 *                              char order,
 */

static void *__pyx_memoryview_copy_data_to_temp(__Pyx_memviewslice *__pyx_v_src, __Pyx_memviewslice *__pyx_v_tmpslice, char __pyx_v_order, int __pyx_v_ndim) {
  int __pyx_v_i;
  void *__pyx_v_result;
  size_t __pyx_v_itemsize;
  size_t __pyx_v_size;
  void *__pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  struct __pyx_memoryview_obj *__pyx_t_4;
  int __pyx_t_5;

  /* "View.MemoryView":1203
 *     cdef void *result
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 */
  __pyx_t_1 = __pyx_v_src->memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1204
 * 
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef size_t size = slice_get_size(src, ndim)             # <<<<<<<<<<<<<<
 * 
 *     result = malloc(size)
 */
  __pyx_v_size = __pyx_memoryview_slice_get_size(__pyx_v_src, __pyx_v_ndim);

  /* "View.MemoryView":1206
 *     cdef size_t size = slice_get_size(src, ndim)
 * 
 *     result = malloc(size)             # <<<<<<<<<<<<<<
 *     if not result:
 *         _err(MemoryError, NULL)
 */
  __pyx_v_result = malloc(__pyx_v_size);

  /* "View.MemoryView":1207
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_result != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1208
 *     result = malloc(size)
 *     if not result:
 *         _err(MemoryError, NULL)             # <<<<<<<<<<<<<<
 * 
 * 
 */
    __pyx_t_3 = __pyx_memoryview_err(__pyx_builtin_MemoryError, NULL); if (unlikely(__pyx_t_3 == -1)) __PYX_ERR(4, 1208, __pyx_L1_error)

    /* "View.MemoryView":1207
 * 
 *     result = malloc(size)
 *     if not result:             # <<<<<<<<<<<<<<
 *         _err(MemoryError, NULL)
 * 
 */
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 *     if msg != NULL:             # <<<<<<<<<<<<<<
 *         raise error(msg.decode('ascii'))
 *     else:
 */
  }

  /* "View.MemoryView":1249
 *         raise error(msg.decode('ascii'))
 *     else:
 *         raise error             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_copy_contents')
 */
  /*else*/ {
    __Pyx_Raise(__pyx_v_error, 0, 0, 0);
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  /* "View.MemoryView":1245
 * 
 * @cname('__pyx_memoryview_err')
 * cdef int _err(object error, char *msg) except -1 with gil:             # <<<<<<<<<<<<<<
 *     if msg != NULL:
 *         raise error(msg.decode('ascii'))
 */

  /* function exit code */
  __pyx_L1_error:;
  __Pyx_XDECREF(__pyx_t_2);
  __Pyx_XDECREF(__pyx_t_3);
  __Pyx_XDECREF(__pyx_t_4);
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/* "View.MemoryView":1252
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
 *                                   int src_ndim, int dst_ndim,
 */

static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src, __Pyx_memviewslice __pyx_v_dst, int __pyx_v_src_ndim, int __pyx_v_dst_ndim, int __pyx_v_dtype_is_object) {
  void *__pyx_v_tmpdata;
  size_t __pyx_v_itemsize;
  int __pyx_v_i;
  char __pyx_v_order;
  int __pyx_v_broadcasting;
  int __pyx_v_direct_copy;
  __Pyx_memviewslice __pyx_v_tmp;
  int __pyx_v_ndim;
  int __pyx_r;
  Py_ssize_t __pyx_t_1;
  int __pyx_t_2;
  int __pyx_t_3;
  int __pyx_t_4;
  int __pyx_t_5;
  void *__pyx_t_6;
  int __pyx_t_7;

  /* "View.MemoryView":1260
 *     Check for overlapping memory and verify the shapes.
 *     """
 *     cdef void *tmpdata = NULL             # <<<<<<<<<<<<<<
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 */
  __pyx_v_tmpdata = NULL;

  /* "View.MemoryView":1261
 *     """
 *     cdef void *tmpdata = NULL
 *     cdef size_t itemsize = src.memview.view.itemsize             # <<<<<<<<<<<<<<
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 */
  __pyx_t_1 = __pyx_v_src.memview->view.itemsize;
  __pyx_v_itemsize = __pyx_t_1;

  /* "View.MemoryView":1263
 *     cdef size_t itemsize = src.memview.view.itemsize
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)             # <<<<<<<<<<<<<<
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False
 */
  __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_src), __pyx_v_src_ndim);

  /* "View.MemoryView":1264
 *     cdef int i
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False             # <<<<<<<<<<<<<<
 *     cdef bint direct_copy = False
 *     cdef __Pyx_memviewslice tmp
 */
  __pyx_v_broadcasting = 0;

  /* "View.MemoryView":1265
 *     cdef char order = get_best_order(&src, src_ndim)
 *     cdef bint broadcasting = False
 *     cdef bint direct_copy = False             # <<<<<<<<<<<<<<
 *     cdef __Pyx_memviewslice tmp
 * 
 */
  __pyx_v_direct_copy = 0;

  /* "View.MemoryView":1268
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 */
  __pyx_t_2 = ((__pyx_v_src_ndim < __pyx_v_dst_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1269
 * 
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_src), __pyx_v_src_ndim, __pyx_v_dst_ndim);

    /* "View.MemoryView":1268
 *     cdef __Pyx_memviewslice tmp
 * 
 *     if src_ndim < dst_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 */
    goto __pyx_L3;
  }

  /* "View.MemoryView":1270
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */
  __pyx_t_2 = ((__pyx_v_dst_ndim < __pyx_v_src_ndim) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1271
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:
 *         broadcast_leading(&dst, dst_ndim, src_ndim)             # <<<<<<<<<<<<<<
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)
 */
    __pyx_memoryview_broadcast_leading((&__pyx_v_dst), __pyx_v_dst_ndim, __pyx_v_src_ndim);

    /* "View.MemoryView":1270
 *     if src_ndim < dst_ndim:
 *         broadcast_leading(&src, src_ndim, dst_ndim)
 *     elif dst_ndim < src_ndim:             # <<<<<<<<<<<<<<
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 */
  }
  __pyx_L3:;

  /* "View.MemoryView":1273
 *         broadcast_leading(&dst, dst_ndim, src_ndim)
 * 
 *     cdef int ndim = max(src_ndim, dst_ndim)             # <<<<<<<<<<<<<<
 * 
 *     for i in range(ndim):
 */
  __pyx_t_3 = __pyx_v_dst_ndim;
  __pyx_t_4 = __pyx_v_src_ndim;
  if (((__pyx_t_3 > __pyx_t_4) != 0)) {
    __pyx_t_5 = __pyx_t_3;
  } else {
    __pyx_t_5 = __pyx_t_4;
  }
  __pyx_v_ndim = __pyx_t_5;

  /* "View.MemoryView":1275
 *     cdef int ndim = max(src_ndim, dst_ndim)
 * 
 *     for i in range(ndim):             # <<<<<<<<<<<<<<
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 */
  __pyx_t_5 = __pyx_v_ndim;
  for (__pyx_t_3 = 0; __pyx_t_3 < __pyx_t_5; __pyx_t_3+=1) {
    __pyx_v_i = __pyx_t_3;

    /* "View.MemoryView":1276
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) != (__pyx_v_dst.shape[__pyx_v_i])) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1277
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */
      __pyx_t_2 = (((__pyx_v_src.shape[__pyx_v_i]) == 1) != 0);
      if (__pyx_t_2) {

        /* "View.MemoryView":1278
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:
 *                 broadcasting = True             # <<<<<<<<<<<<<<
 *                 src.strides[i] = 0
 *             else:
 */
        __pyx_v_broadcasting = 1;

        /* "View.MemoryView":1279
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 *                 src.strides[i] = 0             # <<<<<<<<<<<<<<
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 */
        (__pyx_v_src.strides[__pyx_v_i]) = 0;

        /* "View.MemoryView":1277
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:
 *             if src.shape[i] == 1:             # <<<<<<<<<<<<<<
 *                 broadcasting = True
 *                 src.strides[i] = 0
 */
        goto __pyx_L7;
      }

      /* "View.MemoryView":1281
 *                 src.strides[i] = 0
 *             else:
 *                 _err_extents(i, dst.shape[i], src.shape[i])             # <<<<<<<<<<<<<<
 * 
 *         if src.suboffsets[i] >= 0:
 */
      /*else*/ {
        __pyx_t_4 = __pyx_memoryview_err_extents(__pyx_v_i, (__pyx_v_dst.shape[__pyx_v_i]), (__pyx_v_src.shape[__pyx_v_i])); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(4, 1281, __pyx_L1_error)
      }
      __pyx_L7:;

      /* "View.MemoryView":1276
 * 
 *     for i in range(ndim):
 *         if src.shape[i] != dst.shape[i]:             # <<<<<<<<<<<<<<
 *             if src.shape[i] == 1:
 *                 broadcasting = True
 */
    }

    /* "View.MemoryView":1283
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    __pyx_t_2 = (((__pyx_v_src.suboffsets[__pyx_v_i]) >= 0) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1284
 * 
 *         if src.suboffsets[i] >= 0:
 *             _err_dim(ValueError, "Dimension %d is not direct", i)             # <<<<<<<<<<<<<<
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 */
      __pyx_t_4 = __pyx_memoryview_err_dim(__pyx_builtin_ValueError, ((char *)"Dimension %d is not direct"), __pyx_v_i); if (unlikely(__pyx_t_4 == -1)) __PYX_ERR(4, 1284, __pyx_L1_error)

      /* "View.MemoryView":1283
 *                 _err_extents(i, dst.shape[i], src.shape[i])
 * 
 *         if src.suboffsets[i] >= 0:             # <<<<<<<<<<<<<<
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 */
    }
  }

  /* "View.MemoryView":1286
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  __pyx_t_2 = (__pyx_slices_overlap((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1288
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    __pyx_t_2 = ((!(__pyx_memviewslice_is_contig(__pyx_v_src, __pyx_v_order, __pyx_v_ndim) != 0)) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1289
 * 
 *         if not slice_is_contig(src, order, ndim):
 *             order = get_best_order(&dst, ndim)             # <<<<<<<<<<<<<<
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 */
      __pyx_v_order = __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim);

      /* "View.MemoryView":1288
 *     if slices_overlap(&src, &dst, ndim, itemsize):
 * 
 *         if not slice_is_contig(src, order, ndim):             # <<<<<<<<<<<<<<
 *             order = get_best_order(&dst, ndim)
 * 
 */
    }

    /* "View.MemoryView":1291
 *             order = get_best_order(&dst, ndim)
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)             # <<<<<<<<<<<<<<
 *         src = tmp
 * 
 */
    __pyx_t_6 = __pyx_memoryview_copy_data_to_temp((&__pyx_v_src), (&__pyx_v_tmp), __pyx_v_order, __pyx_v_ndim); if (unlikely(__pyx_t_6 == NULL)) __PYX_ERR(4, 1291, __pyx_L1_error)
    __pyx_v_tmpdata = __pyx_t_6;

    /* "View.MemoryView":1292
 * 
 *         tmpdata = copy_data_to_temp(&src, &tmp, order, ndim)
 *         src = tmp             # <<<<<<<<<<<<<<
 * 
 *     if not broadcasting:
 */
    __pyx_v_src = __pyx_v_tmp;

    /* "View.MemoryView":1286
 *             _err_dim(ValueError, "Dimension %d is not direct", i)
 * 
 *     if slices_overlap(&src, &dst, ndim, itemsize):             # <<<<<<<<<<<<<<
 * 
 *         if not slice_is_contig(src, order, ndim):
 */
  }

  /* "View.MemoryView":1294
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = ((!(__pyx_v_broadcasting != 0)) != 0);
  if (__pyx_t_2) {

    /* "View.MemoryView":1297
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'C', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1298
 * 
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)             # <<<<<<<<<<<<<<
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'C', __pyx_v_ndim);

      /* "View.MemoryView":1297
 * 
 * 
 *         if slice_is_contig(src, 'C', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 */
      goto __pyx_L12;
    }

    /* "View.MemoryView":1299
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    __pyx_t_2 = (__pyx_memviewslice_is_contig(__pyx_v_src, 'F', __pyx_v_ndim) != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1300
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):
 *             direct_copy = slice_is_contig(dst, 'F', ndim)             # <<<<<<<<<<<<<<
 * 
 *         if direct_copy:
 */
      __pyx_v_direct_copy = __pyx_memviewslice_is_contig(__pyx_v_dst, 'F', __pyx_v_ndim);

      /* "View.MemoryView":1299
 *         if slice_is_contig(src, 'C', ndim):
 *             direct_copy = slice_is_contig(dst, 'C', ndim)
 *         elif slice_is_contig(src, 'F', ndim):             # <<<<<<<<<<<<<<
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 */
    }
    __pyx_L12:;

    /* "View.MemoryView":1302
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_2 = (__pyx_v_direct_copy != 0);
    if (__pyx_t_2) {

      /* "View.MemoryView":1304
 *         if direct_copy:
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

      /* "View.MemoryView":1305
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))             # <<<<<<<<<<<<<<
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 */
      memcpy(__pyx_v_dst.data, __pyx_v_src.data, __pyx_memoryview_slice_get_size((&__pyx_v_src), __pyx_v_ndim));

      /* "View.MemoryView":1306
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 *             free(tmpdata)
 *             return 0
 */
      __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

      /* "View.MemoryView":1307
 *             memcpy(dst.data, src.data, slice_get_size(&src, ndim))
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)             # <<<<<<<<<<<<<<
 *             return 0
 * 
 */
      free(__pyx_v_tmpdata);

      /* "View.MemoryView":1308
 *             refcount_copying(&dst, dtype_is_object, ndim, True)
 *             free(tmpdata)
 *             return 0             # <<<<<<<<<<<<<<
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):
 */
      __pyx_r = 0;
      goto __pyx_L0;

      /* "View.MemoryView":1302
 *             direct_copy = slice_is_contig(dst, 'F', ndim)
 * 
 *         if direct_copy:             # <<<<<<<<<<<<<<
 * 
 *             refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    }

    /* "View.MemoryView":1294
 *         src = tmp
 * 
 *     if not broadcasting:             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1310
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  __pyx_t_2 = (__pyx_v_order == 'F');
  if (__pyx_t_2) {
    __pyx_t_2 = ('F' == __pyx_get_best_slice_order((&__pyx_v_dst), __pyx_v_ndim));
  }
  __pyx_t_7 = (__pyx_t_2 != 0);
  if (__pyx_t_7) {

    /* "View.MemoryView":1313
 * 
 * 
 *         transpose_memslice(&src)             # <<<<<<<<<<<<<<
 *         transpose_memslice(&dst)
 * 
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_src)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(4, 1313, __pyx_L1_error)

    /* "View.MemoryView":1314
 * 
 *         transpose_memslice(&src)
 *         transpose_memslice(&dst)             # <<<<<<<<<<<<<<
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 */
    __pyx_t_5 = __pyx_memslice_transpose((&__pyx_v_dst)); if (unlikely(__pyx_t_5 == 0)) __PYX_ERR(4, 1314, __pyx_L1_error)

    /* "View.MemoryView":1310
 *             return 0
 * 
 *     if order == 'F' == get_best_order(&dst, ndim):             # <<<<<<<<<<<<<<
 * 
 * 
 */
  }

  /* "View.MemoryView":1316
 *         transpose_memslice(&dst)
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)             # <<<<<<<<<<<<<<
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1317
 * 
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)             # <<<<<<<<<<<<<<
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 */
  copy_strided_to_strided((&__pyx_v_src), (&__pyx_v_dst), __pyx_v_ndim, __pyx_v_itemsize);

  /* "View.MemoryView":1318
 *     refcount_copying(&dst, dtype_is_object, ndim, False)
 *     copy_strided_to_strided(&src, &dst, ndim, itemsize)
 *     refcount_copying(&dst, dtype_is_object, ndim, True)             # <<<<<<<<<<<<<<
 * 
 *     free(tmpdata)
 */
  __pyx_memoryview_refcount_copying((&__pyx_v_dst), __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1320
 *     refcount_copying(&dst, dtype_is_object, ndim, True)
 * 
 *     free(tmpdata)             # <<<<<<<<<<<<<<
 *     return 0
 * 
 */
  free(__pyx_v_tmpdata);

  /* "View.MemoryView":1321
 * 
 *     free(tmpdata)
 *     return 0             # <<<<<<<<<<<<<<
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 */
  __pyx_r = 0;
  goto __pyx_L0;

  /* "View.MemoryView":1252
 * 
 * @cname('__pyx_memoryview_copy_contents')
 * cdef int memoryview_copy_contents(__Pyx_memviewslice src,             # <<<<<<<<<<<<<<
 *                                   __Pyx_memviewslice dst,
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/* "View.MemoryView":1324
 * 
 * @cname('__pyx_memoryview_broadcast_leading')
 * cdef void broadcast_leading(__Pyx_memviewslice *mslice,             # <<<<<<<<<<<<<<
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static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx_v_mslice, int __pyx_v_ndim, int __pyx_v_ndim_other) {
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 *     for i in range(ndim - 1, -1, -1):
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 *         mslice.shape[i + offset] = mslice.shape[i]
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 * 
 *     for i in range(ndim - 1, -1, -1):
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 *         mslice.suboffsets[i + offset] = mslice.suboffsets[i]
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 */
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 * 
 *     for i in range(offset):
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    /* "View.MemoryView":1336
 * 
 *     for i in range(offset):
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 *         mslice.strides[i] = mslice.strides[0]
 *         mslice.suboffsets[i] = -1
 */
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 *     for i in range(offset):
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 *         mslice.suboffsets[i] = -1
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 */
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 * 
 */
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 * @cname('__pyx_memoryview_broadcast_leading')
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 *                             int ndim_other) nogil:
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/* "View.MemoryView":1346
 * 
 * @cname('__pyx_memoryview_refcount_copying')
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 *                            int ndim, bint inc) nogil:
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 * 
 * 
 *     if dtype_is_object:             # <<<<<<<<<<<<<<
 *         refcount_objects_in_slice_with_gil(dst.data, dst.shape,
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 *                            int ndim, bint inc) nogil:
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/* "View.MemoryView":1355
 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
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static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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 * @cname('__pyx_memoryview_refcount_objects_in_slice_with_gil')
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/* "View.MemoryView":1361
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static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, int __pyx_v_inc) {
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        /* "View.MemoryView":1368
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 *                 Py_INCREF((<PyObject **> data)[0])             # <<<<<<<<<<<<<<
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 *                 Py_DECREF((<PyObject **> data)[0])
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 *                 Py_INCREF((<PyObject **> data)[0])
 *             else:
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    /* "View.MemoryView":1372
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 */
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 *         else:
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 *         data += strides[0]
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 * 
 *         data += strides[0]             # <<<<<<<<<<<<<<
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 * 
 * @cname('__pyx_memoryview_refcount_objects_in_slice')
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/* "View.MemoryView":1381
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static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__pyx_v_dst, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item, int __pyx_v_dtype_is_object) {

  /* "View.MemoryView":1384
 *                               size_t itemsize, void *item,
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 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
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 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 0);

  /* "View.MemoryView":1385
 *                               bint dtype_is_object) nogil:
 *     refcount_copying(dst, dtype_is_object, ndim, False)
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 *                          itemsize, item)
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 */
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  /* "View.MemoryView":1387
 *     _slice_assign_scalar(dst.data, dst.shape, dst.strides, ndim,
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 * 
 */
  __pyx_memoryview_refcount_copying(__pyx_v_dst, __pyx_v_dtype_is_object, __pyx_v_ndim, 1);

  /* "View.MemoryView":1381
 * 
 * @cname('__pyx_memoryview_slice_assign_scalar')
 * cdef void slice_assign_scalar(__Pyx_memviewslice *dst, int ndim,             # <<<<<<<<<<<<<<
 *                               size_t itemsize, void *item,
 *                               bint dtype_is_object) nogil:
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  /* function exit code */
}

/* "View.MemoryView":1391
 * 
 * @cname('__pyx_memoryview__slice_assign_scalar')
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 *                               Py_ssize_t *strides, int ndim,
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static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py_ssize_t *__pyx_v_shape, Py_ssize_t *__pyx_v_strides, int __pyx_v_ndim, size_t __pyx_v_itemsize, void *__pyx_v_item) {
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  /* "View.MemoryView":1395
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 *     cdef Py_ssize_t extent = shape[0]
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 */
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 *     if ndim == 1:
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  __pyx_t_1 = ((__pyx_v_ndim == 1) != 0);
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    /* "View.MemoryView":1399
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    __pyx_t_2 = __pyx_v_extent;
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      /* "View.MemoryView":1400
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      /* "View.MemoryView":1401
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    /* "View.MemoryView":1398
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  {(char *)"closed_right", __pyx_getprop_6pandas_5_libs_8interval_13IntervalMixin_closed_right, 0, (char *)0, 0},
  {(char *)"open_left", __pyx_getprop_6pandas_5_libs_8interval_13IntervalMixin_open_left, 0, (char *)0, 0},
  {(char *)"open_right", __pyx_getprop_6pandas_5_libs_8interval_13IntervalMixin_open_right, 0, (char *)0, 0},
  {(char *)"mid", __pyx_getprop_6pandas_5_libs_8interval_13IntervalMixin_mid, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_IntervalMixin = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.IntervalMixin", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_IntervalMixin), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_IntervalMixin, /*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, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  0, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_IntervalMixin, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_IntervalMixin, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Interval(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Interval *p;
  PyObject *o = __pyx_tp_new_6pandas_5_libs_8interval_IntervalMixin(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5_libs_8interval_Interval *)o);
  p->left = Py_None; Py_INCREF(Py_None);
  p->right = Py_None; Py_INCREF(Py_None);
  p->closed = ((PyObject*)Py_None); Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Interval(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Interval *p = (struct __pyx_obj_6pandas_5_libs_8interval_Interval *)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->left);
  Py_CLEAR(p->right);
  Py_CLEAR(p->closed);
  #if CYTHON_USE_TYPE_SLOTS
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_6pandas_5_libs_8interval_IntervalMixin(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Interval(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Interval *p = (struct __pyx_obj_6pandas_5_libs_8interval_Interval *)o;
  e = ((likely(__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin)) ? ((__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_traverse) ? __pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_6pandas_5_libs_8interval_Interval)); if (e) return e;
  if (p->left) {
    e = (*v)(p->left, a); if (e) return e;
  }
  if (p->right) {
    e = (*v)(p->right, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Interval(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Interval *p = (struct __pyx_obj_6pandas_5_libs_8interval_Interval *)o;
  if (likely(__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin)) { if (__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_clear) __pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_6pandas_5_libs_8interval_Interval);
  tmp = ((PyObject*)p->left);
  p->left = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right);
  p->right = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_8Interval_left(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_8Interval_4left_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_8Interval_right(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_8Interval_5right_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_8Interval_closed(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_8Interval_6closed_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Interval[] = {
  {"__reduce__", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_8Interval_9__reduce__, METH_NOARGS, 0},
  {"_repr_base", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_8Interval_11_repr_base, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Interval[] = {
  {(char *)"left", __pyx_getprop_6pandas_5_libs_8interval_8Interval_left, 0, (char *)0, 0},
  {(char *)"right", __pyx_getprop_6pandas_5_libs_8interval_8Interval_right, 0, (char *)0, 0},
  {(char *)"closed", __pyx_getprop_6pandas_5_libs_8interval_8Interval_closed, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyNumberMethods __pyx_tp_as_number_Interval = {
  __pyx_pw_6pandas_5_libs_8interval_8Interval_17__add__, /*nb_add*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_19__sub__, /*nb_subtract*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_21__mul__, /*nb_multiply*/
  #if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
  __pyx_pw_6pandas_5_libs_8interval_8Interval_23__div__, /*nb_divide*/
  #endif
  0, /*nb_remainder*/
  0, /*nb_divmod*/
  0, /*nb_power*/
  0, /*nb_negative*/
  0, /*nb_positive*/
  0, /*nb_absolute*/
  0, /*nb_nonzero*/
  0, /*nb_invert*/
  0, /*nb_lshift*/
  0, /*nb_rshift*/
  0, /*nb_and*/
  0, /*nb_xor*/
  0, /*nb_or*/
  #if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
  0, /*nb_coerce*/
  #endif
  0, /*nb_int*/
  #if PY_MAJOR_VERSION < 3
  0, /*nb_long*/
  #else
  0, /*reserved*/
  #endif
  0, /*nb_float*/
  #if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
  0, /*nb_oct*/
  #endif
  #if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
  0, /*nb_hex*/
  #endif
  0, /*nb_inplace_add*/
  0, /*nb_inplace_subtract*/
  0, /*nb_inplace_multiply*/
  #if PY_MAJOR_VERSION < 3 || CYTHON_COMPILING_IN_PYPY
  0, /*nb_inplace_divide*/
  #endif
  0, /*nb_inplace_remainder*/
  0, /*nb_inplace_power*/
  0, /*nb_inplace_lshift*/
  0, /*nb_inplace_rshift*/
  0, /*nb_inplace_and*/
  0, /*nb_inplace_xor*/
  0, /*nb_inplace_or*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_27__floordiv__, /*nb_floor_divide*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_25__truediv__, /*nb_true_divide*/
  0, /*nb_inplace_floor_divide*/
  0, /*nb_inplace_true_divide*/
  0, /*nb_index*/
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_matrix_multiply*/
  #endif
  #if PY_VERSION_HEX >= 0x03050000
  0, /*nb_inplace_matrix_multiply*/
  #endif
};

static PySequenceMethods __pyx_tp_as_sequence_Interval = {
  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_5_libs_8interval_8Interval_5__contains__, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Interval = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Interval", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Interval), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Interval, /*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
  __pyx_pw_6pandas_5_libs_8interval_8Interval_13__repr__, /*tp_repr*/
  &__pyx_tp_as_number_Interval, /*tp_as_number*/
  &__pyx_tp_as_sequence_Interval, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_3__hash__, /*tp_hash*/
  0, /*tp_call*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_15__str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "\n    Immutable object implementing an Interval, a bounded slice-like interval.\n\n    .. versionadded:: 0.20.0\n\n    Attributes\n    ----------\n    left, right : values\n        Left and right bounds for each interval.\n    closed : {'left', 'right', 'both', 'neither'}\n        Whether the interval is closed on the left-side, right-side, both or\n        neither. Defaults to 'right'.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Interval, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Interval, /*tp_clear*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_7__richcmp__, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Interval, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Interval, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_8Interval_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Interval, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_IntervalTree(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *p;
  PyObject *o = __pyx_tp_new_6pandas_5_libs_8interval_IntervalMixin(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *)o);
  p->left = Py_None; Py_INCREF(Py_None);
  p->right = Py_None; Py_INCREF(Py_None);
  p->root = Py_None; Py_INCREF(Py_None);
  p->dtype = Py_None; Py_INCREF(Py_None);
  p->closed = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_left_sorter = Py_None; Py_INCREF(Py_None);
  p->_right_sorter = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_IntervalTree(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *p = (struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *)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->left);
  Py_CLEAR(p->right);
  Py_CLEAR(p->root);
  Py_CLEAR(p->dtype);
  Py_CLEAR(p->closed);
  Py_CLEAR(p->_left_sorter);
  Py_CLEAR(p->_right_sorter);
  #if CYTHON_USE_TYPE_SLOTS
  if (PyType_IS_GC(Py_TYPE(o)->tp_base))
  #endif
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_6pandas_5_libs_8interval_IntervalMixin(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_IntervalTree(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *p = (struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *)o;
  e = ((likely(__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin)) ? ((__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_traverse) ? __pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_traverse(o, v, a) : 0) : __Pyx_call_next_tp_traverse(o, v, a, __pyx_tp_traverse_6pandas_5_libs_8interval_IntervalTree)); if (e) return e;
  if (p->left) {
    e = (*v)(p->left, a); if (e) return e;
  }
  if (p->right) {
    e = (*v)(p->right, a); if (e) return e;
  }
  if (p->root) {
    e = (*v)(p->root, a); if (e) return e;
  }
  if (p->dtype) {
    e = (*v)(p->dtype, a); if (e) return e;
  }
  if (p->_left_sorter) {
    e = (*v)(p->_left_sorter, a); if (e) return e;
  }
  if (p->_right_sorter) {
    e = (*v)(p->_right_sorter, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_IntervalTree(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *p = (struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree *)o;
  if (likely(__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin)) { if (__pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_clear) __pyx_ptype_6pandas_5_libs_8interval_IntervalMixin->tp_clear(o); } else __Pyx_call_next_tp_clear(o, __pyx_tp_clear_6pandas_5_libs_8interval_IntervalTree);
  tmp = ((PyObject*)p->left);
  p->left = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right);
  p->right = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->root);
  p->root = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->dtype);
  p->dtype = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_left_sorter);
  p->_left_sorter = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_right_sorter);
  p->_right_sorter = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_left_sorter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_11left_sorter_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_right_sorter(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_12right_sorter_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_left(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_4left_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_right(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_5right_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_root(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_4root_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_dtype(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_5dtype_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_closed(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_6closed_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_IntervalTree[] = {
  {"_get_partial_overlap", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_5_get_partial_overlap, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_4_get_partial_overlap},
  {"get_loc_interval", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_7get_loc_interval, METH_VARARGS|METH_KEYWORDS, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_6get_loc_interval},
  {"clear_mapping", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_15clear_mapping, METH_NOARGS, 0},
  {"__pyx_fuse_0get_loc", (PyCFunction)__pyx_fuse_0__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_17get_loc, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_2get_loc},
  {"__pyx_fuse_1get_loc", (PyCFunction)__pyx_fuse_1__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_19get_loc, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_2get_loc},
  {"__pyx_fuse_2get_loc", (PyCFunction)__pyx_fuse_2__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_21get_loc, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_2get_loc},
  {"__pyx_fuse_3get_loc", (PyCFunction)__pyx_fuse_3__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_23get_loc, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_2get_loc},
  {"__pyx_fuse_0get_indexer", (PyCFunction)__pyx_fuse_0__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_27get_indexer, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_8get_indexer},
  {"__pyx_fuse_1get_indexer", (PyCFunction)__pyx_fuse_1__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_29get_indexer, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_8get_indexer},
  {"__pyx_fuse_2get_indexer", (PyCFunction)__pyx_fuse_2__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_31get_indexer, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_8get_indexer},
  {"__pyx_fuse_3get_indexer", (PyCFunction)__pyx_fuse_3__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_33get_indexer, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_8get_indexer},
  {"__pyx_fuse_0get_indexer_non_unique", (PyCFunction)__pyx_fuse_0__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_37get_indexer_non_unique, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_10get_indexer_non_unique},
  {"__pyx_fuse_1get_indexer_non_unique", (PyCFunction)__pyx_fuse_1__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_39get_indexer_non_unique, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_10get_indexer_non_unique},
  {"__pyx_fuse_2get_indexer_non_unique", (PyCFunction)__pyx_fuse_2__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_41get_indexer_non_unique, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_10get_indexer_non_unique},
  {"__pyx_fuse_3get_indexer_non_unique", (PyCFunction)__pyx_fuse_3__pyx_pw_6pandas_5_libs_8interval_12IntervalTree_43get_indexer_non_unique, METH_O, __pyx_doc_6pandas_5_libs_8interval_12IntervalTree_10get_indexer_non_unique},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_IntervalTree[] = {
  {(char *)"left_sorter", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_left_sorter, 0, (char *)"How to sort the left labels; this is used for binary search\n        ", 0},
  {(char *)"right_sorter", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_right_sorter, 0, (char *)"How to sort the right labels\n        ", 0},
  {(char *)"left", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_left, 0, (char *)0, 0},
  {(char *)"right", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_right, 0, (char *)0, 0},
  {(char *)"root", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_root, 0, (char *)0, 0},
  {(char *)"dtype", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_dtype, 0, (char *)0, 0},
  {(char *)"closed", __pyx_getprop_6pandas_5_libs_8interval_12IntervalTree_closed, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_IntervalTree = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.IntervalTree", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_IntervalTree), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_IntervalTree, /*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
  __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_13__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "A centered interval tree\n\n    Based off the algorithm described on Wikipedia:\n    http://en.wikipedia.org/wiki/Interval_tree\n\n    we are emulating the IndexEngine interface\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_IntervalTree, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_IntervalTree, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_IntervalTree, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_IntervalTree, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_12IntervalTree_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_IntervalTree, /*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_5_libs_8interval_Float32ClosedLeftIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *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_5_libs_8interval_Float32ClosedLeftIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float32ClosedLeftIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedLeftIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedLeftIntervalNode, /*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_5_libs_8interval_Float32ClosedRightIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *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_5_libs_8interval_Float32ClosedRightIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float32ClosedRightIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_30Float32ClosedRightIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedRightIntervalNode, /*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_5_libs_8interval_Float32ClosedBothIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *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_5_libs_8interval_Float32ClosedBothIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float32ClosedBothIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_29Float32ClosedBothIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedBothIntervalNode, /*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_5_libs_8interval_Float32ClosedNeitherIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *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_5_libs_8interval_Float32ClosedNeitherIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float32ClosedNeitherIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_32Float32ClosedNeitherIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float32ClosedNeitherIntervalNode, /*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_5_libs_8interval_Float64ClosedLeftIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *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_5_libs_8interval_Float64ClosedLeftIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float64ClosedLeftIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedLeftIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedLeftIntervalNode, /*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_5_libs_8interval_Float64ClosedRightIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *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_5_libs_8interval_Float64ClosedRightIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float64ClosedRightIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_30Float64ClosedRightIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedRightIntervalNode, /*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_5_libs_8interval_Float64ClosedBothIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *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_5_libs_8interval_Float64ClosedBothIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float64ClosedBothIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_29Float64ClosedBothIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedBothIntervalNode, /*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_5_libs_8interval_Float64ClosedNeitherIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *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_5_libs_8interval_Float64ClosedNeitherIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Float64ClosedNeitherIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_32Float64ClosedNeitherIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Float64ClosedNeitherIntervalNode, /*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_5_libs_8interval_Int32ClosedLeftIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *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_5_libs_8interval_Int32ClosedLeftIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int32ClosedLeftIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedLeftIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedLeftIntervalNode, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
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  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *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_5_libs_8interval_Int32ClosedRightIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int32ClosedRightIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_28Int32ClosedRightIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedRightIntervalNode, /*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_5_libs_8interval_Int32ClosedBothIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *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_5_libs_8interval_Int32ClosedBothIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int32ClosedBothIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_27Int32ClosedBothIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedBothIntervalNode, /*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_5_libs_8interval_Int32ClosedNeitherIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *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_5_libs_8interval_Int32ClosedNeitherIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int32ClosedNeitherIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_30Int32ClosedNeitherIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int32ClosedNeitherIntervalNode, /*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_5_libs_8interval_Int64ClosedLeftIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *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_5_libs_8interval_Int64ClosedLeftIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int64ClosedLeftIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedLeftIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedLeftIntervalNode, /*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_5_libs_8interval_Int64ClosedRightIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *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_5_libs_8interval_Int64ClosedRightIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int64ClosedRightIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_28Int64ClosedRightIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedRightIntervalNode, /*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_5_libs_8interval_Int64ClosedBothIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *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_5_libs_8interval_Int64ClosedBothIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int64ClosedBothIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_27Int64ClosedBothIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedBothIntervalNode, /*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_5_libs_8interval_Int64ClosedNeitherIntervalNode __pyx_vtable_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode;

static PyObject *__pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *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_5_libs_8interval_Int64ClosedNeitherIntervalNode *)o);
  p->__pyx_vtab = __pyx_vtabptr_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode;
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  p->center_left_values.data = NULL;
  p->center_left_values.memview = NULL;
  p->center_right_values.data = NULL;
  p->center_right_values.memview = NULL;
  p->left.data = NULL;
  p->left.memview = NULL;
  p->right.data = NULL;
  p->right.memview = NULL;
  p->center_left_indices.data = NULL;
  p->center_left_indices.memview = NULL;
  p->center_right_indices.data = NULL;
  p->center_right_indices.memview = NULL;
  p->indices.data = NULL;
  p->indices.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode(PyObject *o) {
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)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->left_node);
  Py_CLEAR(p->right_node);
  __PYX_XDEC_MEMVIEW(&p->center_left_values, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_values, 1);
  __PYX_XDEC_MEMVIEW(&p->left, 1);
  __PYX_XDEC_MEMVIEW(&p->right, 1);
  __PYX_XDEC_MEMVIEW(&p->center_left_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->center_right_indices, 1);
  __PYX_XDEC_MEMVIEW(&p->indices, 1);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)o;
  if (p->left_node) {
    e = (*v)(((PyObject*)p->left_node), a); if (e) return e;
  }
  if (p->right_node) {
    e = (*v)(((PyObject*)p->right_node), a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode(PyObject *o) {
  PyObject* tmp;
  struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *p = (struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)o;
  tmp = ((PyObject*)p->left_node);
  p->left_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->right_node);
  p->right_node = ((struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode *)Py_None); Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_pivot(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_5pivot_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_n_elements(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_10n_elements_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_n_center(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_8n_center_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_leaf_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_9leaf_size_1__get__(o);
}

static PyObject *__pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_is_leaf_node(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_12is_leaf_node_1__get__(o);
}

static PyMethodDef __pyx_methods_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode[] = {
  {"counts", (PyCFunction)__pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_7counts, METH_NOARGS, __pyx_doc_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_6counts},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode[] = {
  {(char *)"pivot", __pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_pivot, 0, (char *)0, 0},
  {(char *)"n_elements", __pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_n_elements, 0, (char *)0, 0},
  {(char *)"n_center", __pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_n_center, 0, (char *)0, 0},
  {(char *)"leaf_size", __pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_leaf_size, 0, (char *)0, 0},
  {(char *)"is_leaf_node", __pyx_getprop_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_is_leaf_node, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Int64ClosedNeitherIntervalNode", /*tp_name*/
  sizeof(struct __pyx_obj_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*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
  __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_5__repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  "Non-terminal node for an IntervalTree\n\n    Categorizes intervals by those that fall to the left, those that fall to\n    the right, and those that overlap with the pivot.\n    ", /*tp_doc*/
  __pyx_tp_traverse_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*tp_traverse*/
  __pyx_tp_clear_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_pw_6pandas_5_libs_8interval_30Int64ClosedNeitherIntervalNode_1__init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_6pandas_5_libs_8interval_Int64ClosedNeitherIntervalNode, /*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_array __pyx_vtable_array;

static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_array_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_array_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_array;
  p->mode = ((PyObject*)Py_None); Py_INCREF(Py_None);
  p->_format = ((PyObject*)Py_None); Py_INCREF(Py_None);
  if (unlikely(__pyx_array___cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_array(PyObject *o) {
  struct __pyx_array_obj *p = (struct __pyx_array_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && (!PyType_IS_GC(Py_TYPE(o)) || !_PyGC_FINALIZED(o))) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_array___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->mode);
  Py_CLEAR(p->_format);
  (*Py_TYPE(o)->tp_free)(o);
}
static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_array___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) {
  PyObject *v = PyObject_GenericGetAttr(o, n);
  if (!v && PyErr_ExceptionMatches(PyExc_AttributeError)) {
    PyErr_Clear();
    v = __pyx_array___getattr__(o, n);
  }
  return v;
}

static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__(o);
}

static PyMethodDef __pyx_methods_array[] = {
  {"__getattr__", (PyCFunction)__pyx_array___getattr__, METH_O|METH_COEXIST, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_array[] = {
  {(char *)"memview", __pyx_getprop___pyx_array_memview, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_array = {
  0, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_array, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_array = {
  0, /*mp_length*/
  __pyx_array___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_array, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_array = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_array_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_array = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.array", /*tp_name*/
  sizeof(struct __pyx_array_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_array, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  0, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_array, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_array, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  __pyx_tp_getattro_array, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_array, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/
  0, /*tp_doc*/
  0, /*tp_traverse*/
  0, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_array, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_array, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_array, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};

static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) {
  struct __pyx_MemviewEnum_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_MemviewEnum_obj *)o);
  p->name = Py_None; Py_INCREF(Py_None);
  return o;
}

static void __pyx_tp_dealloc_Enum(PyObject *o) {
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  Py_CLEAR(p->name);
  (*Py_TYPE(o)->tp_free)(o);
}

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

static int __pyx_tp_clear_Enum(PyObject *o) {
  PyObject* tmp;
  struct __pyx_MemviewEnum_obj *p = (struct __pyx_MemviewEnum_obj *)o;
  tmp = ((PyObject*)p->name);
  p->name = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  return 0;
}

static PyMethodDef __pyx_methods_Enum[] = {
  {0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_MemviewEnum = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.Enum", /*tp_name*/
  sizeof(struct __pyx_MemviewEnum_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_Enum, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_MemviewEnum___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  0, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  0, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_Enum, /*tp_traverse*/
  __pyx_tp_clear_Enum, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_Enum, /*tp_methods*/
  0, /*tp_members*/
  0, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  __pyx_MemviewEnum___init__, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_Enum, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct_memoryview __pyx_vtable_memoryview;

static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryview_obj *p;
  PyObject *o;
  if (likely((t->tp_flags & Py_TPFLAGS_IS_ABSTRACT) == 0)) {
    o = (*t->tp_alloc)(t, 0);
  } else {
    o = (PyObject *) PyBaseObject_Type.tp_new(t, __pyx_empty_tuple, 0);
  }
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryview_obj *)o);
  p->__pyx_vtab = __pyx_vtabptr_memoryview;
  p->obj = Py_None; Py_INCREF(Py_None);
  p->_size = Py_None; Py_INCREF(Py_None);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  p->view.obj = NULL;
  if (unlikely(__pyx_memoryview___cinit__(o, a, k) < 0)) goto bad;
  return o;
  bad:
  Py_DECREF(o); o = 0;
  return NULL;
}

static void __pyx_tp_dealloc_memoryview(PyObject *o) {
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryview___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->obj);
  Py_CLEAR(p->_size);
  Py_CLEAR(p->_array_interface);
  (*Py_TYPE(o)->tp_free)(o);
}

static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  if (p->obj) {
    e = (*v)(p->obj, a); if (e) return e;
  }
  if (p->_size) {
    e = (*v)(p->_size, a); if (e) return e;
  }
  if (p->_array_interface) {
    e = (*v)(p->_array_interface, a); if (e) return e;
  }
  if (p->view.obj) {
    e = (*v)(p->view.obj, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear_memoryview(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryview_obj *p = (struct __pyx_memoryview_obj *)o;
  tmp = ((PyObject*)p->obj);
  p->obj = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_size);
  p->_size = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  tmp = ((PyObject*)p->_array_interface);
  p->_array_interface = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  Py_CLEAR(p->view.obj);
  return 0;
}
static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) {
  PyObject *r;
  PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0;
  r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x);
  Py_DECREF(x);
  return r;
}

static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, PyObject *v) {
  if (v) {
    return __pyx_memoryview___setitem__(o, i, v);
  }
  else {
    PyErr_Format(PyExc_NotImplementedError,
      "Subscript deletion not supported by %.200s", Py_TYPE(o)->tp_name);
    return -1;
  }
}

static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_10suboffsets_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__get__(o);
}

static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__get__(o);
}

static PyMethodDef __pyx_methods_memoryview[] = {
  {"is_c_contig", (PyCFunction)__pyx_memoryview_is_c_contig, METH_NOARGS, 0},
  {"is_f_contig", (PyCFunction)__pyx_memoryview_is_f_contig, METH_NOARGS, 0},
  {"copy", (PyCFunction)__pyx_memoryview_copy, METH_NOARGS, 0},
  {"copy_fortran", (PyCFunction)__pyx_memoryview_copy_fortran, METH_NOARGS, 0},
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets_memoryview[] = {
  {(char *)"T", __pyx_getprop___pyx_memoryview_T, 0, (char *)0, 0},
  {(char *)"base", __pyx_getprop___pyx_memoryview_base, 0, (char *)0, 0},
  {(char *)"shape", __pyx_getprop___pyx_memoryview_shape, 0, (char *)0, 0},
  {(char *)"strides", __pyx_getprop___pyx_memoryview_strides, 0, (char *)0, 0},
  {(char *)"suboffsets", __pyx_getprop___pyx_memoryview_suboffsets, 0, (char *)0, 0},
  {(char *)"ndim", __pyx_getprop___pyx_memoryview_ndim, 0, (char *)0, 0},
  {(char *)"itemsize", __pyx_getprop___pyx_memoryview_itemsize, 0, (char *)0, 0},
  {(char *)"nbytes", __pyx_getprop___pyx_memoryview_nbytes, 0, (char *)0, 0},
  {(char *)"size", __pyx_getprop___pyx_memoryview_size, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PySequenceMethods __pyx_tp_as_sequence_memoryview = {
  __pyx_memoryview___len__, /*sq_length*/
  0, /*sq_concat*/
  0, /*sq_repeat*/
  __pyx_sq_item_memoryview, /*sq_item*/
  0, /*sq_slice*/
  0, /*sq_ass_item*/
  0, /*sq_ass_slice*/
  0, /*sq_contains*/
  0, /*sq_inplace_concat*/
  0, /*sq_inplace_repeat*/
};

static PyMappingMethods __pyx_tp_as_mapping_memoryview = {
  __pyx_memoryview___len__, /*mp_length*/
  __pyx_memoryview___getitem__, /*mp_subscript*/
  __pyx_mp_ass_subscript_memoryview, /*mp_ass_subscript*/
};

static PyBufferProcs __pyx_tp_as_buffer_memoryview = {
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getreadbuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getwritebuffer*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getsegcount*/
  #endif
  #if PY_MAJOR_VERSION < 3
  0, /*bf_getcharbuffer*/
  #endif
  __pyx_memoryview_getbuffer, /*bf_getbuffer*/
  0, /*bf_releasebuffer*/
};

static PyTypeObject __pyx_type___pyx_memoryview = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval.memoryview", /*tp_name*/
  sizeof(struct __pyx_memoryview_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc_memoryview, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  __pyx_memoryview___repr__, /*tp_repr*/
  0, /*tp_as_number*/
  &__pyx_tp_as_sequence_memoryview, /*tp_as_sequence*/
  &__pyx_tp_as_mapping_memoryview, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  __pyx_memoryview___str__, /*tp_str*/
  0, /*tp_getattro*/
  0, /*tp_setattro*/
  &__pyx_tp_as_buffer_memoryview, /*tp_as_buffer*/
  Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/
  0, /*tp_doc*/
  __pyx_tp_traverse_memoryview, /*tp_traverse*/
  __pyx_tp_clear_memoryview, /*tp_clear*/
  0, /*tp_richcompare*/
  0, /*tp_weaklistoffset*/
  0, /*tp_iter*/
  0, /*tp_iternext*/
  __pyx_methods_memoryview, /*tp_methods*/
  0, /*tp_members*/
  __pyx_getsets_memoryview, /*tp_getset*/
  0, /*tp_base*/
  0, /*tp_dict*/
  0, /*tp_descr_get*/
  0, /*tp_descr_set*/
  0, /*tp_dictoffset*/
  0, /*tp_init*/
  0, /*tp_alloc*/
  __pyx_tp_new_memoryview, /*tp_new*/
  0, /*tp_free*/
  0, /*tp_is_gc*/
  0, /*tp_bases*/
  0, /*tp_mro*/
  0, /*tp_cache*/
  0, /*tp_subclasses*/
  0, /*tp_weaklist*/
  0, /*tp_del*/
  0, /*tp_version_tag*/
  #if PY_VERSION_HEX >= 0x030400a1
  0, /*tp_finalize*/
  #endif
};
static struct __pyx_vtabstruct__memoryviewslice __pyx_vtable__memoryviewslice;

static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject *a, PyObject *k) {
  struct __pyx_memoryviewslice_obj *p;
  PyObject *o = __pyx_tp_new_memoryview(t, a, k);
  if (unlikely(!o)) return 0;
  p = ((struct __pyx_memoryviewslice_obj *)o);
  p->__pyx_base.__pyx_vtab = (struct __pyx_vtabstruct_memoryview*)__pyx_vtabptr__memoryviewslice;
  p->from_object = Py_None; Py_INCREF(Py_None);
  p->from_slice.memview = NULL;
  return o;
}

static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) {
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  #if PY_VERSION_HEX >= 0x030400a1
  if (unlikely(Py_TYPE(o)->tp_finalize) && !_PyGC_FINALIZED(o)) {
    if (PyObject_CallFinalizerFromDealloc(o)) return;
  }
  #endif
  PyObject_GC_UnTrack(o);
  {
    PyObject *etype, *eval, *etb;
    PyErr_Fetch(&etype, &eval, &etb);
    ++Py_REFCNT(o);
    __pyx_memoryviewslice___dealloc__(o);
    --Py_REFCNT(o);
    PyErr_Restore(etype, eval, etb);
  }
  Py_CLEAR(p->from_object);
  PyObject_GC_Track(o);
  __pyx_tp_dealloc_memoryview(o);
}

static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, void *a) {
  int e;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  e = __pyx_tp_traverse_memoryview(o, v, a); if (e) return e;
  if (p->from_object) {
    e = (*v)(p->from_object, a); if (e) return e;
  }
  return 0;
}

static int __pyx_tp_clear__memoryviewslice(PyObject *o) {
  PyObject* tmp;
  struct __pyx_memoryviewslice_obj *p = (struct __pyx_memoryviewslice_obj *)o;
  __pyx_tp_clear_memoryview(o);
  tmp = ((PyObject*)p->from_object);
  p->from_object = Py_None; Py_INCREF(Py_None);
  Py_XDECREF(tmp);
  __PYX_XDEC_MEMVIEW(&p->from_slice, 1);
  return 0;
}

static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, CYTHON_UNUSED void *x) {
  return __pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base_1__get__(o);
}

static PyMethodDef __pyx_methods__memoryviewslice[] = {
  {0, 0, 0, 0}
};

static struct PyGetSetDef __pyx_getsets__memoryviewslice[] = {
  {(char *)"base", __pyx_getprop___pyx_memoryviewslice_base, 0, (char *)0, 0},
  {0, 0, 0, 0, 0}
};

static PyTypeObject __pyx_type___pyx_memoryviewslice = {
  PyVarObject_HEAD_INIT(0, 0)
  "pandas._libs.interval._memoryviewslice", /*tp_name*/
  sizeof(struct __pyx_memoryviewslice_obj), /*tp_basicsize*/
  0, /*tp_itemsize*/
  __pyx_tp_dealloc__memoryviewslice, /*tp_dealloc*/
  0, /*tp_print*/
  0, /*tp_getattr*/
  0, /*tp_setattr*/
  #if PY_MAJOR_VERSION < 3
  0, /*tp_compare*/
  #endif
  #if PY_MAJOR_VERSION >= 3
  0, /*tp_as_async*/
  #endif
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___repr__, /*tp_repr*/
  #else
  0, /*tp_repr*/
  #endif
  0, /*tp_as_number*/
  0, /*tp_as_sequence*/
  0, /*tp_as_mapping*/
  0, /*tp_hash*/
  0, /*tp_call*/
  #if CYTHON_COMPILING_IN_PYPY
  __pyx_memoryview___str__, /*tp_str*/
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  0, /*tp_str*/
  #endif
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  0, /*tp_setattro*/
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  0, /*tp_iternext*/
  __pyx_methods__memoryviewslice, /*tp_methods*/
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  __pyx_getsets__memoryviewslice, /*tp_getset*/
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  0, /*tp_dict*/
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static PyMethodDef __pyx_methods[] = {
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};

#if PY_MAJOR_VERSION >= 3
static struct PyModuleDef __pyx_moduledef = {
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    { PyObject_HEAD_INIT(NULL) NULL, 0, NULL },
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    PyModuleDef_HEAD_INIT,
  #endif
    "interval",
    0, /* m_doc */
    -1, /* m_size */
    __pyx_methods /* m_methods */,
    NULL, /* m_reload */
    NULL, /* m_traverse */
    NULL, /* m_clear */
    NULL /* m_free */
};
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bad:
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    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

/* PyCFunctionFastCall */
      #if CYTHON_FAST_PYCCALL
static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *func_obj, PyObject **args, Py_ssize_t nargs) {
    PyCFunctionObject *func = (PyCFunctionObject*)func_obj;
    PyCFunction meth = PyCFunction_GET_FUNCTION(func);
    PyObject *self = PyCFunction_GET_SELF(func);
    assert(PyCFunction_Check(func));
    assert(METH_FASTCALL == (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)));
    assert(nargs >= 0);
    assert(nargs == 0 || args != NULL);
    /* _PyCFunction_FastCallDict() must not be called with an exception set,
       because it may clear it (directly or indirectly) and so the
       caller loses its exception */
    assert(!PyErr_Occurred());
    return (*((__Pyx_PyCFunctionFast)meth)) (self, args, nargs, NULL);
}
#endif  // CYTHON_FAST_PYCCALL

/* PyFunctionFastCall */
      #if CYTHON_FAST_PYCALL
#include "frameobject.h"
static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObject **args, Py_ssize_t na,
                                               PyObject *globals) {
    PyFrameObject *f;
    PyThreadState *tstate = PyThreadState_GET();
    PyObject **fastlocals;
    Py_ssize_t i;
    PyObject *result;
    assert(globals != NULL);
    /* XXX Perhaps we should create a specialized
       PyFrame_New() that doesn't take locals, but does
       take builtins without sanity checking them.
       */
    assert(tstate != NULL);
    f = PyFrame_New(tstate, co, globals, NULL);
    if (f == NULL) {
        return NULL;
    }
    fastlocals = f->f_localsplus;
    for (i = 0; i < na; i++) {
        Py_INCREF(*args);
        fastlocals[i] = *args++;
    }
    result = PyEval_EvalFrameEx(f,0);
    ++tstate->recursion_depth;
    Py_DECREF(f);
    --tstate->recursion_depth;
    return result;
}
#if 1 || PY_VERSION_HEX < 0x030600B1
static PyObject *__Pyx_PyFunction_FastCallDict(PyObject *func, PyObject **args, int nargs, PyObject *kwargs) {
    PyCodeObject *co = (PyCodeObject *)PyFunction_GET_CODE(func);
    PyObject *globals = PyFunction_GET_GLOBALS(func);
    PyObject *argdefs = PyFunction_GET_DEFAULTS(func);
    PyObject *closure;
#if PY_MAJOR_VERSION >= 3
    PyObject *kwdefs;
#endif
    PyObject *kwtuple, **k;
    PyObject **d;
    Py_ssize_t nd;
    Py_ssize_t nk;
    PyObject *result;
    assert(kwargs == NULL || PyDict_Check(kwargs));
    nk = kwargs ? PyDict_Size(kwargs) : 0;
    if (Py_EnterRecursiveCall((char*)" while calling a Python object")) {
        return NULL;
    }
    if (
#if PY_MAJOR_VERSION >= 3
            co->co_kwonlyargcount == 0 &&
#endif
            likely(kwargs == NULL || nk == 0) &&
            co->co_flags == (CO_OPTIMIZED | CO_NEWLOCALS | CO_NOFREE)) {
        if (argdefs == NULL && co->co_argcount == nargs) {
            result = __Pyx_PyFunction_FastCallNoKw(co, args, nargs, globals);
            goto done;
        }
        else if (nargs == 0 && argdefs != NULL
                 && co->co_argcount == Py_SIZE(argdefs)) {
            /* function called with no arguments, but all parameters have
               a default value: use default values as arguments .*/
            args = &PyTuple_GET_ITEM(argdefs, 0);
            result =__Pyx_PyFunction_FastCallNoKw(co, args, Py_SIZE(argdefs), globals);
            goto done;
        }
    }
    if (kwargs != NULL) {
        Py_ssize_t pos, i;
        kwtuple = PyTuple_New(2 * nk);
        if (kwtuple == NULL) {
            result = NULL;
            goto done;
        }
        k = &PyTuple_GET_ITEM(kwtuple, 0);
        pos = i = 0;
        while (PyDict_Next(kwargs, &pos, &k[i], &k[i+1])) {
            Py_INCREF(k[i]);
            Py_INCREF(k[i+1]);
            i += 2;
        }
        nk = i / 2;
    }
    else {
        kwtuple = NULL;
        k = NULL;
    }
    closure = PyFunction_GET_CLOSURE(func);
#if PY_MAJOR_VERSION >= 3
    kwdefs = PyFunction_GET_KW_DEFAULTS(func);
#endif
    if (argdefs != NULL) {
        d = &PyTuple_GET_ITEM(argdefs, 0);
        nd = Py_SIZE(argdefs);
    }
    else {
        d = NULL;
        nd = 0;
    }
#if PY_MAJOR_VERSION >= 3
    result = PyEval_EvalCodeEx((PyObject*)co, globals, (PyObject *)NULL,
                               args, nargs,
                               k, (int)nk,
                               d, (int)nd, kwdefs, closure);
#else
    result = PyEval_EvalCodeEx(co, globals, (PyObject *)NULL,
                               args, nargs,
                               k, (int)nk,
                               d, (int)nd, closure);
#endif
    Py_XDECREF(kwtuple);
done:
    Py_LeaveRecursiveCall();
    return result;
}
#endif  // CPython < 3.6
#endif  // CYTHON_FAST_PYCALL

/* 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) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, &arg, 1);
    }
#endif
#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);
#if CYTHON_FAST_PYCCALL
        } else if (PyCFunction_GET_FLAGS(func) & METH_FASTCALL) {
            return __Pyx_PyCFunction_FastCall(func, &arg, 1);
#endif
        }
    }
    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

/* PyObjectCallNoArg */
        #if CYTHON_COMPILING_IN_CPYTHON
static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) {
#if CYTHON_FAST_PYCALL
    if (PyFunction_Check(func)) {
        return __Pyx_PyFunction_FastCall(func, NULL, 0);
    }
#endif
#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

/* 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_FAST_THREAD_STATE
    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;
}

/* 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;
}

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

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

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

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

/* PyObjectCallMethod0 */
            static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* method_name) {
    PyObject *method, *result = NULL;
    method = __Pyx_PyObject_GetAttrStr(obj, method_name);
    if (unlikely(!method)) goto bad;
#if CYTHON_UNPACK_METHODS
    if (likely(PyMethod_Check(method))) {
        PyObject *self = PyMethod_GET_SELF(method);
        if (likely(self)) {
            PyObject *function = PyMethod_GET_FUNCTION(method);
            result = __Pyx_PyObject_CallOneArg(function, self);
            Py_DECREF(method);
            return result;
        }
    }
#endif
    result = __Pyx_PyObject_CallNoArg(method);
    Py_DECREF(method);
bad:
    return result;
}

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

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

/* UnpackTuple2 */
            static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2,
                                             int is_tuple, int has_known_size, int decref_tuple) {
    Py_ssize_t index;
    PyObject *value1 = NULL, *value2 = NULL, *iter = NULL;
    if (!is_tuple && unlikely(!PyTuple_Check(tuple))) {
        iternextfunc iternext;
        iter = PyObject_GetIter(tuple);
        if (unlikely(!iter)) goto bad;
        if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; }
        iternext = Py_TYPE(iter)->tp_iternext;
        value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; }
        value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; }
        if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad;
        Py_DECREF(iter);
    } else {
        if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) {
            __Pyx_UnpackTupleError(tuple, 2);
            goto bad;
        }
#if CYTHON_COMPILING_IN_PYPY
        value1 = PySequence_ITEM(tuple, 0);
        if (unlikely(!value1)) goto bad;
        value2 = PySequence_ITEM(tuple, 1);
        if (unlikely(!value2)) goto bad;
#else
        value1 = PyTuple_GET_ITEM(tuple, 0);
        value2 = PyTuple_GET_ITEM(tuple, 1);
        Py_INCREF(value1);
        Py_INCREF(value2);
#endif
        if (decref_tuple) { Py_DECREF(tuple); }
    }
    *pvalue1 = value1;
    *pvalue2 = value2;
    return 0;
unpacking_failed:
    if (!has_known_size && __Pyx_IterFinish() == 0)
        __Pyx_RaiseNeedMoreValuesError(index);
bad:
    Py_XDECREF(iter);
    Py_XDECREF(value1);
    Py_XDECREF(value2);
    if (decref_tuple) { Py_XDECREF(tuple); }
    return -1;
}

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

/* 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_USE_TYPE_SLOTS
    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_USE_TYPE_SLOTS
        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;
}

/* 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;
}

/* UnicodeAsUCS4 */
            static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject* x) {
   Py_ssize_t length;
   #if CYTHON_PEP393_ENABLED
   length = PyUnicode_GET_LENGTH(x);
   if (likely(length == 1)) {
       return PyUnicode_READ_CHAR(x, 0);
   }
   #else
   length = PyUnicode_GET_SIZE(x);
   if (likely(length == 1)) {
       return PyUnicode_AS_UNICODE(x)[0];
   }
   #if Py_UNICODE_SIZE == 2
   else if (PyUnicode_GET_SIZE(x) == 2) {
       Py_UCS4 high_val = PyUnicode_AS_UNICODE(x)[0];
       if (high_val >= 0xD800 && high_val <= 0xDBFF) {
           Py_UCS4 low_val = PyUnicode_AS_UNICODE(x)[1];
           if (low_val >= 0xDC00 && low_val <= 0xDFFF) {
               return 0x10000 + (((high_val & ((1<<10)-1)) << 10) | (low_val & ((1<<10)-1)));
           }
       }
   }
   #endif
   #endif
   PyErr_Format(PyExc_ValueError,
                "only single character unicode strings can be converted to Py_UCS4, "
                "got length %" CYTHON_FORMAT_SSIZE_T "d", length);
   return (Py_UCS4)-1;
}

/* object_ord */
            static long __Pyx__PyObject_Ord(PyObject* c) {
    Py_ssize_t size;
    if (PyBytes_Check(c)) {
        size = PyBytes_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyBytes_AS_STRING(c)[0];
        }
#if PY_MAJOR_VERSION < 3
    } else if (PyUnicode_Check(c)) {
        return (long)__Pyx_PyUnicode_AsPy_UCS4(c);
#endif
#if (!CYTHON_COMPILING_IN_PYPY) || (defined(PyByteArray_AS_STRING) && defined(PyByteArray_GET_SIZE))
    } else if (PyByteArray_Check(c)) {
        size = PyByteArray_GET_SIZE(c);
        if (likely(size == 1)) {
            return (unsigned char) PyByteArray_AS_STRING(c)[0];
        }
#endif
    } else {
        PyErr_Format(PyExc_TypeError,
            "ord() expected string of length 1, but %.200s found", c->ob_type->tp_name);
        return (long)(Py_UCS4)-1;
    }
    PyErr_Format(PyExc_TypeError,
        "ord() expected a character, but string of length %zd found", size);
    return (long)(Py_UCS4)-1;
}

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

/* 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);
}

/* MemviewSliceInit */
              static int
__Pyx_init_memviewslice(struct __pyx_memoryview_obj *memview,
                        int ndim,
                        __Pyx_memviewslice *memviewslice,
                        int memview_is_new_reference)
{
    __Pyx_RefNannyDeclarations
    int i, retval=-1;
    Py_buffer *buf = &memview->view;
    __Pyx_RefNannySetupContext("init_memviewslice", 0);
    if (!buf) {
        PyErr_SetString(PyExc_ValueError,
            "buf is NULL.");
        goto fail;
    } else if (memviewslice->memview || memviewslice->data) {
        PyErr_SetString(PyExc_ValueError,
            "memviewslice is already initialized!");
        goto fail;
    }
    if (buf->strides) {
        for (i = 0; i < ndim; i++) {
            memviewslice->strides[i] = buf->strides[i];
        }
    } else {
        Py_ssize_t stride = buf->itemsize;
        for (i = ndim - 1; i >= 0; i--) {
            memviewslice->strides[i] = stride;
            stride *= buf->shape[i];
        }
    }
    for (i = 0; i < ndim; i++) {
        memviewslice->shape[i]   = buf->shape[i];
        if (buf->suboffsets) {
            memviewslice->suboffsets[i] = buf->suboffsets[i];
        } else {
            memviewslice->suboffsets[i] = -1;
        }
    }
    memviewslice->memview = memview;
    memviewslice->data = (char *)buf->buf;
    if (__pyx_add_acquisition_count(memview) == 0 && !memview_is_new_reference) {
        Py_INCREF(memview);
    }
    retval = 0;
    goto no_fail;
fail:
    memviewslice->memview = 0;
    memviewslice->data = 0;
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}
static CYTHON_INLINE void __pyx_fatalerror(const char *fmt, ...) {
    va_list vargs;
    char msg[200];
#ifdef HAVE_STDARG_PROTOTYPES
    va_start(vargs, fmt);
#else
    va_start(vargs);
#endif
    vsnprintf(msg, 200, fmt, vargs);
    Py_FatalError(msg);
    va_end(vargs);
}
static CYTHON_INLINE int
__pyx_add_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)++;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE int
__pyx_sub_acquisition_count_locked(__pyx_atomic_int *acquisition_count,
                                   PyThread_type_lock lock)
{
    int result;
    PyThread_acquire_lock(lock, 1);
    result = (*acquisition_count)--;
    PyThread_release_lock(lock);
    return result;
}
static CYTHON_INLINE void
__Pyx_INC_MEMVIEW(__Pyx_memviewslice *memslice, int have_gil, int lineno)
{
    int first_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview || (PyObject *) memview == Py_None)
        return;
    if (__pyx_get_slice_count(memview) < 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    first_time = __pyx_add_acquisition_count(memview) == 0;
    if (first_time) {
        if (have_gil) {
            Py_INCREF((PyObject *) memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_INCREF((PyObject *) memview);
            PyGILState_Release(_gilstate);
        }
    }
}
static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice,
                                             int have_gil, int lineno) {
    int last_time;
    struct __pyx_memoryview_obj *memview = memslice->memview;
    if (!memview ) {
        return;
    } else if ((PyObject *) memview == Py_None) {
        memslice->memview = NULL;
        return;
    }
    if (__pyx_get_slice_count(memview) <= 0)
        __pyx_fatalerror("Acquisition count is %d (line %d)",
                         __pyx_get_slice_count(memview), lineno);
    last_time = __pyx_sub_acquisition_count(memview) == 1;
    memslice->data = NULL;
    if (last_time) {
        if (have_gil) {
            Py_CLEAR(memslice->memview);
        } else {
            PyGILState_STATE _gilstate = PyGILState_Ensure();
            Py_CLEAR(memslice->memview);
            PyGILState_Release(_gilstate);
        }
    } else {
        memslice->memview = NULL;
    }
}

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

/* 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
}

/* 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;
}

/* 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;
}

/* decode_c_string */
              static CYTHON_INLINE PyObject* __Pyx_decode_c_string(
         const char* cstring, Py_ssize_t start, Py_ssize_t stop,
         const char* encoding, const char* errors,
         PyObject* (*decode_func)(const char *s, Py_ssize_t size, const char *errors)) {
    Py_ssize_t length;
    if (unlikely((start < 0) | (stop < 0))) {
        size_t slen = strlen(cstring);
        if (unlikely(slen > (size_t) PY_SSIZE_T_MAX)) {
            PyErr_SetString(PyExc_OverflowError,
                            "c-string too long to convert to Python");
            return NULL;
        }
        length = (Py_ssize_t) slen;
        if (start < 0) {
            start += length;
            if (start < 0)
                start = 0;
        }
        if (stop < 0)
            stop += length;
    }
    length = stop - start;
    if (unlikely(length <= 0))
        return PyUnicode_FromUnicode(NULL, 0);
    cstring += start;
    if (decode_func) {
        return decode_func(cstring, length, errors);
    } else {
        return PyUnicode_Decode(cstring, length, encoding, errors);
    }
}

/* SwapException */
              #if CYTHON_FAST_THREAD_STATE
static CYTHON_INLINE void __Pyx__ExceptionSwap(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;
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#else
static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) {
    PyObject *tmp_type, *tmp_value, *tmp_tb;
    PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb);
    PyErr_SetExcInfo(*type, *value, *tb);
    *type = tmp_type;
    *value = tmp_value;
    *tb = tmp_tb;
}
#endif

/* PyIntBinop */
              #if !CYTHON_COMPILING_IN_PYPY
static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHON_UNUSED long intval, CYTHON_UNUSED int inplace) {
    #if PY_MAJOR_VERSION < 3
    if (likely(PyInt_CheckExact(op1))) {
        const long b = intval;
        long x;
        long a = PyInt_AS_LONG(op1);
            x = (long)((unsigned long)a + b);
            if (likely((x^a) >= 0 || (x^b) >= 0))
                return PyInt_FromLong(x);
            return PyLong_Type.tp_as_number->nb_add(op1, op2);
    }
    #endif
    #if CYTHON_USE_PYLONG_INTERNALS
    if (likely(PyLong_CheckExact(op1))) {
        const long b = intval;
        long a, x;
#ifdef HAVE_LONG_LONG
        const PY_LONG_LONG llb = intval;
        PY_LONG_LONG lla, llx;
#endif
        const digit* digits = ((PyLongObject*)op1)->ob_digit;
        const Py_ssize_t size = Py_SIZE(op1);
        if (likely(__Pyx_sst_abs(size) <= 1)) {
            a = likely(size) ? digits[0] : 0;
            if (size == -1) a = -a;
        } else {
            switch (size) {
                case -2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                case 2:
                    if (8 * sizeof(long) - 1 > 2 * PyLong_SHIFT) {
                        a = (long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 2 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                case -3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                case 3:
                    if (8 * sizeof(long) - 1 > 3 * PyLong_SHIFT) {
                        a = (long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 3 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                case -4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = -(long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = -(PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                case 4:
                    if (8 * sizeof(long) - 1 > 4 * PyLong_SHIFT) {
                        a = (long) (((((((((unsigned long)digits[3]) << PyLong_SHIFT) | (unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0]));
                        break;
#ifdef HAVE_LONG_LONG
                    } else if (8 * sizeof(PY_LONG_LONG) - 1 > 4 * PyLong_SHIFT) {
                        lla = (PY_LONG_LONG) (((((((((unsigned PY_LONG_LONG)digits[3]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[2]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[1]) << PyLong_SHIFT) | (unsigned PY_LONG_LONG)digits[0]));
                        goto long_long;
#endif
                    }
                default: return PyLong_Type.tp_as_number->nb_add(op1, op2);
            }
        }
                x = a + b;
            return PyLong_FromLong(x);
#ifdef HAVE_LONG_LONG
        long_long:
                llx = lla + llb;
            return PyLong_FromLongLong(llx);
#endif
        
        
    }
    #endif
    if (PyFloat_CheckExact(op1)) {
        const long b = intval;
        double a = PyFloat_AS_DOUBLE(op1);
            double result;
            PyFPE_START_PROTECT("add", return NULL)
            result = ((double)a) + (double)b;
            PyFPE_END_PROTECT(result)
            return PyFloat_FromDouble(result);
    }
    return (inplace ? PyNumber_InPlaceAdd : PyNumber_Add)(op1, op2);
}
#endif

/* None */
              static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) {
    PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname);
}

/* None */
              static CYTHON_INLINE long __Pyx_div_long(long a, long b) {
    long q = a / b;
    long r = a - q*b;
    q -= ((r != 0) & ((r ^ b) < 0));
    return q;
}

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

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

/* 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;
}

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

/* CythonFunction */
              static PyObject *
__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure)
{
    if (unlikely(op->func_doc == NULL)) {
        if (op->func.m_ml->ml_doc) {
#if PY_MAJOR_VERSION >= 3
            op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc);
#else
            op->func_doc = PyString_FromString(op->func.m_ml->ml_doc);
#endif
            if (unlikely(op->func_doc == NULL))
                return NULL;
        } else {
            Py_INCREF(Py_None);
            return Py_None;
        }
    }
    Py_INCREF(op->func_doc);
    return op->func_doc;
}
static int
__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp = op->func_doc;
    if (value == NULL) {
        value = Py_None;
    }
    Py_INCREF(value);
    op->func_doc = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_name == NULL)) {
#if PY_MAJOR_VERSION >= 3
        op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name);
#else
        op->func_name = PyString_InternFromString(op->func.m_ml->ml_name);
#endif
        if (unlikely(op->func_name == NULL))
            return NULL;
    }
    Py_INCREF(op->func_name);
    return op->func_name;
}
static int
__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__name__ must be set to a string object");
        return -1;
    }
    tmp = op->func_name;
    Py_INCREF(value);
    op->func_name = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_qualname);
    return op->func_qualname;
}
static int
__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
#if PY_MAJOR_VERSION >= 3
    if (unlikely(value == NULL || !PyUnicode_Check(value))) {
#else
    if (unlikely(value == NULL || !PyString_Check(value))) {
#endif
        PyErr_SetString(PyExc_TypeError,
                        "__qualname__ must be set to a string object");
        return -1;
    }
    tmp = op->func_qualname;
    Py_INCREF(value);
    op->func_qualname = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure)
{
    PyObject *self;
    self = m->func_closure;
    if (self == NULL)
        self = Py_None;
    Py_INCREF(self);
    return self;
}
static PyObject *
__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op)
{
    if (unlikely(op->func_dict == NULL)) {
        op->func_dict = PyDict_New();
        if (unlikely(op->func_dict == NULL))
            return NULL;
    }
    Py_INCREF(op->func_dict);
    return op->func_dict;
}
static int
__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value)
{
    PyObject *tmp;
    if (unlikely(value == NULL)) {
        PyErr_SetString(PyExc_TypeError,
               "function's dictionary may not be deleted");
        return -1;
    }
    if (unlikely(!PyDict_Check(value))) {
        PyErr_SetString(PyExc_TypeError,
               "setting function's dictionary to a non-dict");
        return -1;
    }
    tmp = op->func_dict;
    Py_INCREF(value);
    op->func_dict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_globals(__pyx_CyFunctionObject *op)
{
    Py_INCREF(op->func_globals);
    return op->func_globals;
}
static PyObject *
__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op)
{
    Py_INCREF(Py_None);
    return Py_None;
}
static PyObject *
__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op)
{
    PyObject* result = (op->func_code) ? op->func_code : Py_None;
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) {
    int result = 0;
    PyObject *res = op->defaults_getter((PyObject *) op);
    if (unlikely(!res))
        return -1;
    #if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
    op->defaults_tuple = PyTuple_GET_ITEM(res, 0);
    Py_INCREF(op->defaults_tuple);
    op->defaults_kwdict = PyTuple_GET_ITEM(res, 1);
    Py_INCREF(op->defaults_kwdict);
    #else
    op->defaults_tuple = PySequence_ITEM(res, 0);
    if (unlikely(!op->defaults_tuple)) result = -1;
    else {
        op->defaults_kwdict = PySequence_ITEM(res, 1);
        if (unlikely(!op->defaults_kwdict)) result = -1;
    }
    #endif
    Py_DECREF(res);
    return result;
}
static int
__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyTuple_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__defaults__ must be set to a tuple object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_tuple;
    op->defaults_tuple = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_tuple;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_tuple;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value) {
        value = Py_None;
    } else if (value != Py_None && !PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__kwdefaults__ must be set to a dict object");
        return -1;
    }
    Py_INCREF(value);
    tmp = op->defaults_kwdict;
    op->defaults_kwdict = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) {
    PyObject* result = op->defaults_kwdict;
    if (unlikely(!result)) {
        if (op->defaults_getter) {
            if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL;
            result = op->defaults_kwdict;
        } else {
            result = Py_None;
        }
    }
    Py_INCREF(result);
    return result;
}
static int
__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) {
    PyObject* tmp;
    if (!value || value == Py_None) {
        value = NULL;
    } else if (!PyDict_Check(value)) {
        PyErr_SetString(PyExc_TypeError,
                        "__annotations__ must be set to a dict object");
        return -1;
    }
    Py_XINCREF(value);
    tmp = op->func_annotations;
    op->func_annotations = value;
    Py_XDECREF(tmp);
    return 0;
}
static PyObject *
__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) {
    PyObject* result = op->func_annotations;
    if (unlikely(!result)) {
        result = PyDict_New();
        if (unlikely(!result)) return NULL;
        op->func_annotations = result;
    }
    Py_INCREF(result);
    return result;
}
static PyGetSetDef __pyx_CyFunction_getsets[] = {
    {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "__doc__",  (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0},
    {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0},
    {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0},
    {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0},
    {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0},
    {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0},
    {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0},
    {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0},
    {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0},
    {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0},
    {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0},
    {0, 0, 0, 0, 0}
};
static PyMemberDef __pyx_CyFunction_members[] = {
    {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0},
    {0, 0, 0,  0, 0}
};
static PyObject *
__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromString(m->func.m_ml->ml_name);
#else
    return PyString_FromString(m->func.m_ml->ml_name);
#endif
}
static PyMethodDef __pyx_CyFunction_methods[] = {
    {"__reduce__", (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0},
    {0, 0, 0, 0}
};
#if PY_VERSION_HEX < 0x030500A0
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func_weakreflist)
#else
#define __Pyx_CyFunction_weakreflist(cyfunc) ((cyfunc)->func.m_weakreflist)
#endif
static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname,
                                      PyObject *closure, PyObject *module, PyObject* globals, PyObject* code) {
    __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type);
    if (op == NULL)
        return NULL;
    op->flags = flags;
    __Pyx_CyFunction_weakreflist(op) = NULL;
    op->func.m_ml = ml;
    op->func.m_self = (PyObject *) op;
    Py_XINCREF(closure);
    op->func_closure = closure;
    Py_XINCREF(module);
    op->func.m_module = module;
    op->func_dict = NULL;
    op->func_name = NULL;
    Py_INCREF(qualname);
    op->func_qualname = qualname;
    op->func_doc = NULL;
    op->func_classobj = NULL;
    op->func_globals = globals;
    Py_INCREF(op->func_globals);
    Py_XINCREF(code);
    op->func_code = code;
    op->defaults_pyobjects = 0;
    op->defaults = NULL;
    op->defaults_tuple = NULL;
    op->defaults_kwdict = NULL;
    op->defaults_getter = NULL;
    op->func_annotations = NULL;
    PyObject_GC_Track(op);
    return (PyObject *) op;
}
static int
__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m)
{
    Py_CLEAR(m->func_closure);
    Py_CLEAR(m->func.m_module);
    Py_CLEAR(m->func_dict);
    Py_CLEAR(m->func_name);
    Py_CLEAR(m->func_qualname);
    Py_CLEAR(m->func_doc);
    Py_CLEAR(m->func_globals);
    Py_CLEAR(m->func_code);
    Py_CLEAR(m->func_classobj);
    Py_CLEAR(m->defaults_tuple);
    Py_CLEAR(m->defaults_kwdict);
    Py_CLEAR(m->func_annotations);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_XDECREF(pydefaults[i]);
        PyObject_Free(m->defaults);
        m->defaults = NULL;
    }
    return 0;
}
static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m)
{
    PyObject_GC_UnTrack(m);
    if (__Pyx_CyFunction_weakreflist(m) != NULL)
        PyObject_ClearWeakRefs((PyObject *) m);
    __Pyx_CyFunction_clear(m);
    PyObject_GC_Del(m);
}
static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg)
{
    Py_VISIT(m->func_closure);
    Py_VISIT(m->func.m_module);
    Py_VISIT(m->func_dict);
    Py_VISIT(m->func_name);
    Py_VISIT(m->func_qualname);
    Py_VISIT(m->func_doc);
    Py_VISIT(m->func_globals);
    Py_VISIT(m->func_code);
    Py_VISIT(m->func_classobj);
    Py_VISIT(m->defaults_tuple);
    Py_VISIT(m->defaults_kwdict);
    if (m->defaults) {
        PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m);
        int i;
        for (i = 0; i < m->defaults_pyobjects; i++)
            Py_VISIT(pydefaults[i]);
    }
    return 0;
}
static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type)
{
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(func);
        return func;
    }
    if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) {
        if (type == NULL)
            type = (PyObject *)(Py_TYPE(obj));
        return __Pyx_PyMethod_New(func, type, (PyObject *)(Py_TYPE(type)));
    }
    if (obj == Py_None)
        obj = NULL;
    return __Pyx_PyMethod_New(func, obj, type);
}
static PyObject*
__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op)
{
#if PY_MAJOR_VERSION >= 3
    return PyUnicode_FromFormat("<cyfunction %U at %p>",
                                op->func_qualname, (void *)op);
#else
    return PyString_FromFormat("<cyfunction %s at %p>",
                               PyString_AsString(op->func_qualname), (void *)op);
#endif
}
static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *self, PyObject *arg, PyObject *kw) {
    PyCFunctionObject* f = (PyCFunctionObject*)func;
    PyCFunction meth = f->m_ml->ml_meth;
    Py_ssize_t size;
    switch (f->m_ml->ml_flags & (METH_VARARGS | METH_KEYWORDS | METH_NOARGS | METH_O)) {
    case METH_VARARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0))
            return (*meth)(self, arg);
        break;
    case METH_VARARGS | METH_KEYWORDS:
        return (*(PyCFunctionWithKeywords)meth)(self, arg, kw);
    case METH_NOARGS:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 0))
                return (*meth)(self, NULL);
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes no arguments (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    case METH_O:
        if (likely(kw == NULL || PyDict_Size(kw) == 0)) {
            size = PyTuple_GET_SIZE(arg);
            if (likely(size == 1)) {
                PyObject *result, *arg0 = PySequence_ITEM(arg, 0);
                if (unlikely(!arg0)) return NULL;
                result = (*meth)(self, arg0);
                Py_DECREF(arg0);
                return result;
            }
            PyErr_Format(PyExc_TypeError,
                "%.200s() takes exactly one argument (%" CYTHON_FORMAT_SSIZE_T "d given)",
                f->m_ml->ml_name, size);
            return NULL;
        }
        break;
    default:
        PyErr_SetString(PyExc_SystemError, "Bad call flags in "
                        "__Pyx_CyFunction_Call. METH_OLDARGS is no "
                        "longer supported!");
        return NULL;
    }
    PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments",
                 f->m_ml->ml_name);
    return NULL;
}
static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) {
    return __Pyx_CyFunction_CallMethod(func, ((PyCFunctionObject*)func)->m_self, arg, kw);
}
static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject *args, PyObject *kw) {
    PyObject *result;
    __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    if ((cyfunc->flags & __Pyx_CYFUNCTION_CCLASS) && !(cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD)) {
        Py_ssize_t argc;
        PyObject *new_args;
        PyObject *self;
        argc = PyTuple_GET_SIZE(args);
        new_args = PyTuple_GetSlice(args, 1, argc);
        if (unlikely(!new_args))
            return NULL;
        self = PyTuple_GetItem(args, 0);
        if (unlikely(!self)) {
            Py_DECREF(new_args);
            return NULL;
        }
        result = __Pyx_CyFunction_CallMethod(func, self, new_args, kw);
        Py_DECREF(new_args);
    } else {
        result = __Pyx_CyFunction_Call(func, args, kw);
    }
    return result;
}
static PyTypeObject __pyx_CyFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "cython_function_or_method",
    sizeof(__pyx_CyFunctionObject),
    0,
    (destructor) __Pyx_CyFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    (reprfunc) __Pyx_CyFunction_repr,
    0,
    0,
    0,
    0,
    __Pyx_CyFunction_CallAsMethod,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC,
    0,
    (traverseproc) __Pyx_CyFunction_traverse,
    (inquiry) __Pyx_CyFunction_clear,
    0,
#if PY_VERSION_HEX < 0x030500A0
    offsetof(__pyx_CyFunctionObject, func_weakreflist),
#else
    offsetof(PyCFunctionObject, m_weakreflist),
#endif
    0,
    0,
    __pyx_CyFunction_methods,
    __pyx_CyFunction_members,
    __pyx_CyFunction_getsets,
    0,
    0,
    __Pyx_CyFunction_descr_get,
    0,
    offsetof(__pyx_CyFunctionObject, func_dict),
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __pyx_CyFunction_init(void) {
    __pyx_CyFunctionType = __Pyx_FetchCommonType(&__pyx_CyFunctionType_type);
    if (__pyx_CyFunctionType == NULL) {
        return -1;
    }
    return 0;
}
static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults = PyObject_Malloc(size);
    if (!m->defaults)
        return PyErr_NoMemory();
    memset(m->defaults, 0, size);
    m->defaults_pyobjects = pyobjects;
    return m->defaults;
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_tuple = tuple;
    Py_INCREF(tuple);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->defaults_kwdict = dict;
    Py_INCREF(dict);
}
static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) {
    __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func;
    m->func_annotations = dict;
    Py_INCREF(dict);
}

/* FusedFunction */
                  static PyObject *
__pyx_FusedFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags,
                        PyObject *qualname, PyObject *self,
                        PyObject *module, PyObject *globals,
                        PyObject *code)
{
    __pyx_FusedFunctionObject *fusedfunc =
        (__pyx_FusedFunctionObject *) __Pyx_CyFunction_New(type, ml, flags, qualname,
                                                           self, module, globals, code);
    if (!fusedfunc)
        return NULL;
    fusedfunc->__signatures__ = NULL;
    fusedfunc->type = NULL;
    fusedfunc->self = NULL;
    return (PyObject *) fusedfunc;
}
static void __pyx_FusedFunction_dealloc(__pyx_FusedFunctionObject *self) {
    __pyx_FusedFunction_clear(self);
    __pyx_FusedFunctionType->tp_free((PyObject *) self);
}
static int
__pyx_FusedFunction_traverse(__pyx_FusedFunctionObject *self,
                             visitproc visit,
                             void *arg)
{
    Py_VISIT(self->self);
    Py_VISIT(self->type);
    Py_VISIT(self->__signatures__);
    return __Pyx_CyFunction_traverse((__pyx_CyFunctionObject *) self, visit, arg);
}
static int
__pyx_FusedFunction_clear(__pyx_FusedFunctionObject *self)
{
    Py_CLEAR(self->self);
    Py_CLEAR(self->type);
    Py_CLEAR(self->__signatures__);
    return __Pyx_CyFunction_clear((__pyx_CyFunctionObject *) self);
}
static PyObject *
__pyx_FusedFunction_descr_get(PyObject *self, PyObject *obj, PyObject *type)
{
    __pyx_FusedFunctionObject *func, *meth;
    func = (__pyx_FusedFunctionObject *) self;
    if (func->self || func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD) {
        Py_INCREF(self);
        return self;
    }
    if (obj == Py_None)
        obj = NULL;
    meth = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_NewEx(
                    ((PyCFunctionObject *) func)->m_ml,
                    ((__pyx_CyFunctionObject *) func)->flags,
                    ((__pyx_CyFunctionObject *) func)->func_qualname,
                    ((__pyx_CyFunctionObject *) func)->func_closure,
                    ((PyCFunctionObject *) func)->m_module,
                    ((__pyx_CyFunctionObject *) func)->func_globals,
                    ((__pyx_CyFunctionObject *) func)->func_code);
    if (!meth)
        return NULL;
    Py_XINCREF(func->func.func_classobj);
    meth->func.func_classobj = func->func.func_classobj;
    Py_XINCREF(func->__signatures__);
    meth->__signatures__ = func->__signatures__;
    Py_XINCREF(type);
    meth->type = type;
    Py_XINCREF(func->func.defaults_tuple);
    meth->func.defaults_tuple = func->func.defaults_tuple;
    if (func->func.flags & __Pyx_CYFUNCTION_CLASSMETHOD)
        obj = type;
    Py_XINCREF(obj);
    meth->self = obj;
    return (PyObject *) meth;
}
static PyObject *
_obj_to_str(PyObject *obj)
{
    if (PyType_Check(obj))
        return PyObject_GetAttr(obj, __pyx_n_s_name);
    else
        return PyObject_Str(obj);
}
static PyObject *
__pyx_FusedFunction_getitem(__pyx_FusedFunctionObject *self, PyObject *idx)
{
    PyObject *signature = NULL;
    PyObject *unbound_result_func;
    PyObject *result_func = NULL;
    if (self->__signatures__ == NULL) {
        PyErr_SetString(PyExc_TypeError, "Function is not fused");
        return NULL;
    }
    if (PyTuple_Check(idx)) {
        PyObject *list = PyList_New(0);
        Py_ssize_t n = PyTuple_GET_SIZE(idx);
        PyObject *string = NULL;
        PyObject *sep = NULL;
        int i;
        if (!list)
            return NULL;
        for (i = 0; i < n; i++) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            PyObject *item = PyTuple_GET_ITEM(idx, i);
#else
            PyObject *item = PySequence_ITEM(idx, i);
#endif
            string = _obj_to_str(item);
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
            Py_DECREF(item);
#endif
            if (!string || PyList_Append(list, string) < 0)
                goto __pyx_err;
            Py_DECREF(string);
        }
        sep = PyUnicode_FromString("|");
        if (sep)
            signature = PyUnicode_Join(sep, list);
__pyx_err:
;
        Py_DECREF(list);
        Py_XDECREF(sep);
    } else {
        signature = _obj_to_str(idx);
    }
    if (!signature)
        return NULL;
    unbound_result_func = PyObject_GetItem(self->__signatures__, signature);
    if (unbound_result_func) {
        if (self->self || self->type) {
            __pyx_FusedFunctionObject *unbound = (__pyx_FusedFunctionObject *) unbound_result_func;
            Py_CLEAR(unbound->func.func_classobj);
            Py_XINCREF(self->func.func_classobj);
            unbound->func.func_classobj = self->func.func_classobj;
            result_func = __pyx_FusedFunction_descr_get(unbound_result_func,
                                                        self->self, self->type);
        } else {
            result_func = unbound_result_func;
            Py_INCREF(result_func);
        }
    }
    Py_DECREF(signature);
    Py_XDECREF(unbound_result_func);
    return result_func;
}
static PyObject *
__pyx_FusedFunction_callfunction(PyObject *func, PyObject *args, PyObject *kw)
{
     __pyx_CyFunctionObject *cyfunc = (__pyx_CyFunctionObject *) func;
    int static_specialized = (cyfunc->flags & __Pyx_CYFUNCTION_STATICMETHOD &&
                              !((__pyx_FusedFunctionObject *) func)->__signatures__);
    if (cyfunc->flags & __Pyx_CYFUNCTION_CCLASS && !static_specialized) {
        return __Pyx_CyFunction_CallAsMethod(func, args, kw);
    } else {
        return __Pyx_CyFunction_Call(func, args, kw);
    }
}
static PyObject *
__pyx_FusedFunction_call(PyObject *func, PyObject *args, PyObject *kw)
{
    __pyx_FusedFunctionObject *binding_func = (__pyx_FusedFunctionObject *) func;
    Py_ssize_t argc = PyTuple_GET_SIZE(args);
    PyObject *new_args = NULL;
    __pyx_FusedFunctionObject *new_func = NULL;
    PyObject *result = NULL;
    PyObject *self = NULL;
    int is_staticmethod = binding_func->func.flags & __Pyx_CYFUNCTION_STATICMETHOD;
    int is_classmethod = binding_func->func.flags & __Pyx_CYFUNCTION_CLASSMETHOD;
    if (binding_func->self) {
        Py_ssize_t i;
        new_args = PyTuple_New(argc + 1);
        if (!new_args)
            return NULL;
        self = binding_func->self;
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
        Py_INCREF(self);
#endif
        Py_INCREF(self);
        PyTuple_SET_ITEM(new_args, 0, self);
        for (i = 0; i < argc; i++) {
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
            PyObject *item = PyTuple_GET_ITEM(args, i);
            Py_INCREF(item);
#else
            PyObject *item = PySequence_ITEM(args, i);  if (unlikely(!item)) goto bad;
#endif
            PyTuple_SET_ITEM(new_args, i + 1, item);
        }
        args = new_args;
    } else if (binding_func->type) {
        if (argc < 1) {
            PyErr_SetString(PyExc_TypeError, "Need at least one argument, 0 given.");
            return NULL;
        }
#if CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS
        self = PyTuple_GET_ITEM(args, 0);
#else
        self = PySequence_ITEM(args, 0);  if (unlikely(!self)) return NULL;
#endif
    }
    if (self && !is_classmethod && !is_staticmethod) {
        int is_instance = PyObject_IsInstance(self, binding_func->type);
        if (unlikely(!is_instance)) {
            PyErr_Format(PyExc_TypeError,
                         "First argument should be of type %.200s, got %.200s.",
                         ((PyTypeObject *) binding_func->type)->tp_name,
                         self->ob_type->tp_name);
            goto bad;
        } else if (unlikely(is_instance == -1)) {
            goto bad;
        }
    }
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
    Py_XDECREF(self);
    self = NULL;
#endif
    if (binding_func->__signatures__) {
        PyObject *tup;
        if (is_staticmethod && binding_func->func.flags & __Pyx_CYFUNCTION_CCLASS) {
            tup = PyTuple_Pack(3, args,
                               kw == NULL ? Py_None : kw,
                               binding_func->func.defaults_tuple);
            if (unlikely(!tup)) goto bad;
            new_func = (__pyx_FusedFunctionObject *) __Pyx_CyFunction_CallMethod(
                func, binding_func->__signatures__, tup, NULL);
        } else {
            tup = PyTuple_Pack(4, binding_func->__signatures__, args,
                               kw == NULL ? Py_None : kw,
                               binding_func->func.defaults_tuple);
            if (unlikely(!tup)) goto bad;
            new_func = (__pyx_FusedFunctionObject *) __pyx_FusedFunction_callfunction(func, tup, NULL);
        }
        Py_DECREF(tup);
        if (unlikely(!new_func))
            goto bad;
        Py_XINCREF(binding_func->func.func_classobj);
        Py_CLEAR(new_func->func.func_classobj);
        new_func->func.func_classobj = binding_func->func.func_classobj;
        func = (PyObject *) new_func;
    }
    result = __pyx_FusedFunction_callfunction(func, args, kw);
bad:
#if !(CYTHON_ASSUME_SAFE_MACROS && !CYTHON_AVOID_BORROWED_REFS)
    Py_XDECREF(self);
#endif
    Py_XDECREF(new_args);
    Py_XDECREF((PyObject *) new_func);
    return result;
}
static PyMemberDef __pyx_FusedFunction_members[] = {
    {(char *) "__signatures__",
     T_OBJECT,
     offsetof(__pyx_FusedFunctionObject, __signatures__),
     READONLY,
     0},
    {0, 0, 0, 0, 0},
};
static PyMappingMethods __pyx_FusedFunction_mapping_methods = {
    0,
    (binaryfunc) __pyx_FusedFunction_getitem,
    0,
};
static PyTypeObject __pyx_FusedFunctionType_type = {
    PyVarObject_HEAD_INIT(0, 0)
    "fused_cython_function",
    sizeof(__pyx_FusedFunctionObject),
    0,
    (destructor) __pyx_FusedFunction_dealloc,
    0,
    0,
    0,
#if PY_MAJOR_VERSION < 3
    0,
#else
    0,
#endif
    0,
    0,
    0,
    &__pyx_FusedFunction_mapping_methods,
    0,
    (ternaryfunc) __pyx_FusedFunction_call,
    0,
    0,
    0,
    0,
    Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC | Py_TPFLAGS_BASETYPE,
    0,
    (traverseproc) __pyx_FusedFunction_traverse,
    (inquiry) __pyx_FusedFunction_clear,
    0,
    0,
    0,
    0,
    0,
    __pyx_FusedFunction_members,
    __pyx_CyFunction_getsets,
    &__pyx_CyFunctionType_type,
    0,
    __pyx_FusedFunction_descr_get,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
    0,
#if PY_VERSION_HEX >= 0x030400a1
    0,
#endif
};
static int __pyx_FusedFunction_init(void) {
    __pyx_FusedFunctionType = __Pyx_FetchCommonType(&__pyx_FusedFunctionType_type);
    if (__pyx_FusedFunctionType == NULL) {
        return -1;
    }
    return 0;
}

/* 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;
    __Pyx_PyFrame_SetLineNumber(py_frame, 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);
        if (PyObject_TypeCheck(obj, __pyx_array_type)) return __pyx_array_getbuffer(obj, view, flags);
        if (PyObject_TypeCheck(obj, __pyx_memoryview_type)) return __pyx_memoryview_getbuffer(obj, view, flags);
    PyErr_Format(PyExc_TypeError, "'%.200s' does not have the buffer interface", Py_TYPE(obj)->tp_name);
    return -1;
}
static void __Pyx_ReleaseBuffer(Py_buffer *view) {
    PyObject *obj = view->obj;
    if (!obj) return;
    if (PyObject_CheckBuffer(obj)) {
        PyBuffer_Release(view);
        return;
    }
        if (PyObject_TypeCheck(obj, __pyx_ptype_5numpy_ndarray)) { __pyx_pw_5numpy_7ndarray_3__releasebuffer__(obj, view); return; }
    Py_DECREF(obj);
    view->obj = NULL;
}
#endif


                  /* MemviewSliceIsContig */
                  static int
__pyx_memviewslice_is_contig(const __Pyx_memviewslice mvs,
                             char order, int ndim)
{
    int i, index, step, start;
    Py_ssize_t itemsize = mvs.memview->view.itemsize;
    if (order == 'F') {
        step = 1;
        start = 0;
    } else {
        step = -1;
        start = ndim - 1;
    }
    for (i = 0; i < ndim; i++) {
        index = start + step * i;
        if (mvs.suboffsets[index] >= 0 || mvs.strides[index] != itemsize)
            return 0;
        itemsize *= mvs.shape[index];
    }
    return 1;
}

/* OverlappingSlices */
                  static void
__pyx_get_array_memory_extents(__Pyx_memviewslice *slice,
                               void **out_start, void **out_end,
                               int ndim, size_t itemsize)
{
    char *start, *end;
    int i;
    start = end = slice->data;
    for (i = 0; i < ndim; i++) {
        Py_ssize_t stride = slice->strides[i];
        Py_ssize_t extent = slice->shape[i];
        if (extent == 0) {
            *out_start = *out_end = start;
            return;
        } else {
            if (stride > 0)
                end += stride * (extent - 1);
            else
                start += stride * (extent - 1);
        }
    }
    *out_start = start;
    *out_end = end + itemsize;
}
static int
__pyx_slices_overlap(__Pyx_memviewslice *slice1,
                     __Pyx_memviewslice *slice2,
                     int ndim, size_t itemsize)
{
    void *start1, *end1, *start2, *end2;
    __pyx_get_array_memory_extents(slice1, &start1, &end1, ndim, itemsize);
    __pyx_get_array_memory_extents(slice2, &start2, &end2, ndim, itemsize);
    return (start1 < end2) && (start2 < end1);
}

/* Capsule */
                  static CYTHON_INLINE PyObject *
__pyx_capsule_create(void *p, CYTHON_UNUSED const char *sig)
{
    PyObject *cobj;
#if PY_VERSION_HEX >= 0x02070000
    cobj = PyCapsule_New(p, sig, NULL);
#else
    cobj = PyCObject_FromVoidPtr(p, NULL);
#endif
    return cobj;
}

/* TypeInfoCompare */
                  static int
__pyx_typeinfo_cmp(__Pyx_TypeInfo *a, __Pyx_TypeInfo *b)
{
    int i;
    if (!a || !b)
        return 0;
    if (a == b)
        return 1;
    if (a->size != b->size || a->typegroup != b->typegroup ||
            a->is_unsigned != b->is_unsigned || a->ndim != b->ndim) {
        if (a->typegroup == 'H' || b->typegroup == 'H') {
            return a->size == b->size;
        } else {
            return 0;
        }
    }
    if (a->ndim) {
        for (i = 0; i < a->ndim; i++)
            if (a->arraysize[i] != b->arraysize[i])
                return 0;
    }
    if (a->typegroup == 'S') {
        if (a->flags != b->flags)
            return 0;
        if (a->fields || b->fields) {
            if (!(a->fields && b->fields))
                return 0;
            for (i = 0; a->fields[i].type && b->fields[i].type; i++) {
                __Pyx_StructField *field_a = a->fields + i;
                __Pyx_StructField *field_b = b->fields + i;
                if (field_a->offset != field_b->offset ||
                    !__pyx_typeinfo_cmp(field_a->type, field_b->type))
                    return 0;
            }
            return !a->fields[i].type && !b->fields[i].type;
        }
    }
    return 1;
}

/* MemviewSliceValidateAndInit */
                  static int
__pyx_check_strides(Py_buffer *buf, int dim, int ndim, int spec)
{
    if (buf->shape[dim] <= 1)
        return 1;
    if (buf->strides) {
        if (spec & __Pyx_MEMVIEW_CONTIG) {
            if (spec & (__Pyx_MEMVIEW_PTR|__Pyx_MEMVIEW_FULL)) {
                if (buf->strides[dim] != sizeof(void *)) {
                    PyErr_Format(PyExc_ValueError,
                                 "Buffer is not indirectly contiguous "
                                 "in dimension %d.", dim);
                    goto fail;
                }
            } else if (buf->strides[dim] != buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
        if (spec & __Pyx_MEMVIEW_FOLLOW) {
            Py_ssize_t stride = buf->strides[dim];
            if (stride < 0)
                stride = -stride;
            if (stride < buf->itemsize) {
                PyErr_SetString(PyExc_ValueError,
                                "Buffer and memoryview are not contiguous "
                                "in the same dimension.");
                goto fail;
            }
        }
    } else {
        if (spec & __Pyx_MEMVIEW_CONTIG && dim != ndim - 1) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not contiguous in "
                         "dimension %d", dim);
            goto fail;
        } else if (spec & (__Pyx_MEMVIEW_PTR)) {
            PyErr_Format(PyExc_ValueError,
                         "C-contiguous buffer is not indirect in "
                         "dimension %d", dim);
            goto fail;
        } else if (buf->suboffsets) {
            PyErr_SetString(PyExc_ValueError,
                            "Buffer exposes suboffsets but no strides");
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_check_suboffsets(Py_buffer *buf, int dim, CYTHON_UNUSED int ndim, int spec)
{
    if (spec & __Pyx_MEMVIEW_DIRECT) {
        if (buf->suboffsets && buf->suboffsets[dim] >= 0) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer not compatible with direct access "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    if (spec & __Pyx_MEMVIEW_PTR) {
        if (!buf->suboffsets || (buf->suboffsets && buf->suboffsets[dim] < 0)) {
            PyErr_Format(PyExc_ValueError,
                         "Buffer is not indirectly accessible "
                         "in dimension %d.", dim);
            goto fail;
        }
    }
    return 1;
fail:
    return 0;
}
static int
__pyx_verify_contig(Py_buffer *buf, int ndim, int c_or_f_flag)
{
    int i;
    if (c_or_f_flag & __Pyx_IS_F_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = 0; i < ndim; i++) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1)
            {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not fortran contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    } else if (c_or_f_flag & __Pyx_IS_C_CONTIG) {
        Py_ssize_t stride = 1;
        for (i = ndim - 1; i >- 1; i--) {
            if (stride * buf->itemsize != buf->strides[i] &&
                    buf->shape[i] > 1) {
                PyErr_SetString(PyExc_ValueError,
                    "Buffer not C contiguous.");
                goto fail;
            }
            stride = stride * buf->shape[i];
        }
    }
    return 1;
fail:
    return 0;
}
static int __Pyx_ValidateAndInit_memviewslice(
                int *axes_specs,
                int c_or_f_flag,
                int buf_flags,
                int ndim,
                __Pyx_TypeInfo *dtype,
                __Pyx_BufFmt_StackElem stack[],
                __Pyx_memviewslice *memviewslice,
                PyObject *original_obj)
{
    struct __pyx_memoryview_obj *memview, *new_memview;
    __Pyx_RefNannyDeclarations
    Py_buffer *buf;
    int i, spec = 0, retval = -1;
    __Pyx_BufFmt_Context ctx;
    int from_memoryview = __pyx_memoryview_check(original_obj);
    __Pyx_RefNannySetupContext("ValidateAndInit_memviewslice", 0);
    if (from_memoryview && __pyx_typeinfo_cmp(dtype, ((struct __pyx_memoryview_obj *)
                                                            original_obj)->typeinfo)) {
        memview = (struct __pyx_memoryview_obj *) original_obj;
        new_memview = NULL;
    } else {
        memview = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                            original_obj, buf_flags, 0, dtype);
        new_memview = memview;
        if (unlikely(!memview))
            goto fail;
    }
    buf = &memview->view;
    if (buf->ndim != ndim) {
        PyErr_Format(PyExc_ValueError,
                "Buffer has wrong number of dimensions (expected %d, got %d)",
                ndim, buf->ndim);
        goto fail;
    }
    if (new_memview) {
        __Pyx_BufFmt_Init(&ctx, stack, dtype);
        if (!__Pyx_BufFmt_CheckString(&ctx, buf->format)) goto fail;
    }
    if ((unsigned) buf->itemsize != dtype->size) {
        PyErr_Format(PyExc_ValueError,
                     "Item size of buffer (%" CYTHON_FORMAT_SSIZE_T "u byte%s) "
                     "does not match size of '%s' (%" CYTHON_FORMAT_SSIZE_T "u byte%s)",
                     buf->itemsize,
                     (buf->itemsize > 1) ? "s" : "",
                     dtype->name,
                     dtype->size,
                     (dtype->size > 1) ? "s" : "");
        goto fail;
    }
    for (i = 0; i < ndim; i++) {
        spec = axes_specs[i];
        if (!__pyx_check_strides(buf, i, ndim, spec))
            goto fail;
        if (!__pyx_check_suboffsets(buf, i, ndim, spec))
            goto fail;
    }
    if (buf->strides && !__pyx_verify_contig(buf, ndim, c_or_f_flag))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview, ndim, memviewslice,
                                         new_memview != NULL) == -1)) {
        goto fail;
    }
    retval = 0;
    goto no_fail;
fail:
    Py_XDECREF(new_memview);
    retval = -1;
no_fail:
    __Pyx_RefNannyFinishContext();
    return retval;
}

/* ObjectToMemviewSlice */
                  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_float64_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_float64_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* ObjectToMemviewSlice */
                  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_float32_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_float32_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* ObjectToMemviewSlice */
                  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int64_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_int64_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* ObjectToMemviewSlice */
                  static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlice_ds_nn___pyx_t_5numpy_int32_t(PyObject *obj) {
    __Pyx_memviewslice result = { 0, 0, { 0 }, { 0 }, { 0 } };
    __Pyx_BufFmt_StackElem stack[1];
    int axes_specs[] = { (__Pyx_MEMVIEW_DIRECT | __Pyx_MEMVIEW_STRIDED) };
    int retcode;
    if (obj == Py_None) {
        result.memview = (struct __pyx_memoryview_obj *) Py_None;
        return result;
    }
    retcode = __Pyx_ValidateAndInit_memviewslice(axes_specs, 0,
                                                 PyBUF_RECORDS, 1,
                                                 &__Pyx_TypeInfo_nn___pyx_t_5numpy_int32_t, stack,
                                                 &result, obj);
    if (unlikely(retcode == -1))
        goto __pyx_fail;
    return result;
__pyx_fail:
    result.memview = NULL;
    result.data = NULL;
    return result;
}

/* 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_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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(int) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(int),
                                     little, !is_unsigned);
    }
}

/* 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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(npy_int64) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(npy_int64) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(npy_int64) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        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);
    }
}

/* 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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(long) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        int one = 1; int little = (int)*(unsigned char *)&one;
        unsigned char *bytes = (unsigned char *)&value;
        return _PyLong_FromByteArray(bytes, sizeof(long),
                                     little, !is_unsigned);
    }
}

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

/* MemviewDtypeToObject */
                  static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_float64_t(const char *itemp) {
    return (PyObject *) PyFloat_FromDouble(*(__pyx_t_5numpy_float64_t *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_float64_t(const char *itemp, PyObject *obj) {
    __pyx_t_5numpy_float64_t value = __pyx_PyFloat_AsDouble(obj);
    if ((value == ((npy_float64)-1)) && PyErr_Occurred())
        return 0;
    *(__pyx_t_5numpy_float64_t *) itemp = value;
    return 1;
}

/* MemviewDtypeToObject */
                  static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_float32_t(const char *itemp) {
    return (PyObject *) PyFloat_FromDouble(*(__pyx_t_5numpy_float32_t *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_float32_t(const char *itemp, PyObject *obj) {
    __pyx_t_5numpy_float32_t value = __pyx_PyFloat_AsFloat(obj);
    if ((value == ((npy_float32)-1)) && PyErr_Occurred())
        return 0;
    *(__pyx_t_5numpy_float32_t *) itemp = value;
    return 1;
}

/* MemviewDtypeToObject */
                  static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_int64_t(const char *itemp) {
    return (PyObject *) __Pyx_PyInt_From_npy_int64(*(__pyx_t_5numpy_int64_t *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_int64_t(const char *itemp, PyObject *obj) {
    __pyx_t_5numpy_int64_t value = __Pyx_PyInt_As_npy_int64(obj);
    if ((value == ((npy_int64)-1)) && PyErr_Occurred())
        return 0;
    *(__pyx_t_5numpy_int64_t *) itemp = value;
    return 1;
}

/* MemviewDtypeToObject */
                  static CYTHON_INLINE PyObject *__pyx_memview_get_nn___pyx_t_5numpy_int32_t(const char *itemp) {
    return (PyObject *) __Pyx_PyInt_From_npy_int32(*(__pyx_t_5numpy_int32_t *) itemp);
}
static CYTHON_INLINE int __pyx_memview_set_nn___pyx_t_5numpy_int32_t(const char *itemp, PyObject *obj) {
    __pyx_t_5numpy_int32_t value = __Pyx_PyInt_As_npy_int32(obj);
    if ((value == ((npy_int32)-1)) && PyErr_Occurred())
        return 0;
    *(__pyx_t_5numpy_int32_t *) itemp = value;
    return 1;
}

/* Declarations */
                  #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

/* Arithmetic */
                  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_float(__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_sum_float(__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_diff_float(__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_prod_float(__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;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabsf(b.real) >= fabsf(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                float r = b.imag / b.real;
                float s = 1.0 / (b.real + b.imag * r);
                return __pyx_t_float_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            float r = b.real / b.imag;
            float s = 1.0 / (b.imag + b.real * r);
            return __pyx_t_float_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_float_complex a, __pyx_t_float_complex b) {
        if (b.imag == 0) {
            return __pyx_t_float_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            float denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_float_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__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_zero_float(__pyx_t_float_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__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_abs_float(__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_pow_float(__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_prod_float(a, a);
                        return __Pyx_c_prod_float(a, a);
                    case 3:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, a);
                    case 4:
                        z = __Pyx_c_prod_float(a, a);
                        return __Pyx_c_prod_float(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = powf(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2f(0, -1);
                }
            } else {
                r = __Pyx_c_abs_float(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

/* Declarations */
                  #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

/* Arithmetic */
                  #if CYTHON_CCOMPLEX
#else
    static CYTHON_INLINE int __Pyx_c_eq_double(__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_double(__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_double(__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_double(__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;
    }
    #if 1
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else if (fabs(b.real) >= fabs(b.imag)) {
            if (b.real == 0 && b.imag == 0) {
                return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.imag);
            } else {
                double r = b.imag / b.real;
                double s = 1.0 / (b.real + b.imag * r);
                return __pyx_t_double_complex_from_parts(
                    (a.real + a.imag * r) * s, (a.imag - a.real * r) * s);
            }
        } else {
            double r = b.real / b.imag;
            double s = 1.0 / (b.imag + b.real * r);
            return __pyx_t_double_complex_from_parts(
                (a.real * r + a.imag) * s, (a.imag * r - a.real) * s);
        }
    }
    #else
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_double_complex a, __pyx_t_double_complex b) {
        if (b.imag == 0) {
            return __pyx_t_double_complex_from_parts(a.real / b.real, a.imag / b.real);
        } else {
            double denom = b.real * b.real + b.imag * b.imag;
            return __pyx_t_double_complex_from_parts(
                (a.real * b.real + a.imag * b.imag) / denom,
                (a.imag * b.real - a.real * b.imag) / denom);
        }
    }
    #endif
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__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_double(__pyx_t_double_complex a) {
       return (a.real == 0) && (a.imag == 0);
    }
    static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__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_double(__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_double(__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_double(a, a);
                        return __Pyx_c_prod_double(a, a);
                    case 3:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, a);
                    case 4:
                        z = __Pyx_c_prod_double(a, a);
                        return __Pyx_c_prod_double(z, z);
                }
            }
            if (a.imag == 0) {
                if (a.real == 0) {
                    return a;
                } else if (b.imag == 0) {
                    z.real = pow(a.real, b.real);
                    z.imag = 0;
                    return z;
                } else if (a.real > 0) {
                    r = a.real;
                    theta = 0;
                } else {
                    r = -a.real;
                    theta = atan2(0, -1);
                }
            } else {
                r = __Pyx_c_abs_double(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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(ptrdiff_t) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(ptrdiff_t) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(ptrdiff_t) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        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);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(enum NPY_TYPES) <= sizeof(unsigned PY_LONG_LONG)) {
            return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG) value);
#endif
        }
    } else {
        if (sizeof(enum NPY_TYPES) <= sizeof(long)) {
            return PyInt_FromLong((long) value);
#ifdef HAVE_LONG_LONG
        } else if (sizeof(enum NPY_TYPES) <= sizeof(PY_LONG_LONG)) {
            return PyLong_FromLongLong((PY_LONG_LONG) value);
#endif
        }
    }
    {
        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);
    }
}

/* MemviewSliceCopyTemplate */
                  static __Pyx_memviewslice
__pyx_memoryview_copy_new_contig(const __Pyx_memviewslice *from_mvs,
                                 const char *mode, int ndim,
                                 size_t sizeof_dtype, int contig_flag,
                                 int dtype_is_object)
{
    __Pyx_RefNannyDeclarations
    int i;
    __Pyx_memviewslice new_mvs = { 0, 0, { 0 }, { 0 }, { 0 } };
    struct __pyx_memoryview_obj *from_memview = from_mvs->memview;
    Py_buffer *buf = &from_memview->view;
    PyObject *shape_tuple = NULL;
    PyObject *temp_int = NULL;
    struct __pyx_array_obj *array_obj = NULL;
    struct __pyx_memoryview_obj *memview_obj = NULL;
    __Pyx_RefNannySetupContext("__pyx_memoryview_copy_new_contig", 0);
    for (i = 0; i < ndim; i++) {
        if (from_mvs->suboffsets[i] >= 0) {
            PyErr_Format(PyExc_ValueError, "Cannot copy memoryview slice with "
                                           "indirect dimensions (axis %d)", i);
            goto fail;
        }
    }
    shape_tuple = PyTuple_New(ndim);
    if (unlikely(!shape_tuple)) {
        goto fail;
    }
    __Pyx_GOTREF(shape_tuple);
    for(i = 0; i < ndim; i++) {
        temp_int = PyInt_FromSsize_t(from_mvs->shape[i]);
        if(unlikely(!temp_int)) {
            goto fail;
        } else {
            PyTuple_SET_ITEM(shape_tuple, i, temp_int);
            temp_int = NULL;
        }
    }
    array_obj = __pyx_array_new(shape_tuple, sizeof_dtype, buf->format, (char *) mode, NULL);
    if (unlikely(!array_obj)) {
        goto fail;
    }
    __Pyx_GOTREF(array_obj);
    memview_obj = (struct __pyx_memoryview_obj *) __pyx_memoryview_new(
                                    (PyObject *) array_obj, contig_flag,
                                    dtype_is_object,
                                    from_mvs->memview->typeinfo);
    if (unlikely(!memview_obj))
        goto fail;
    if (unlikely(__Pyx_init_memviewslice(memview_obj, ndim, &new_mvs, 1) < 0))
        goto fail;
    if (unlikely(__pyx_memoryview_copy_contents(*from_mvs, new_mvs, ndim, ndim,
                                                dtype_is_object) < 0))
        goto fail;
    goto no_fail;
fail:
    __Pyx_XDECREF(new_mvs.memview);
    new_mvs.memview = NULL;
    new_mvs.data = NULL;
no_fail:
    __Pyx_XDECREF(shape_tuple);
    __Pyx_XDECREF(temp_int);
    __Pyx_XDECREF(array_obj);
    __Pyx_RefNannyFinishContext();
    return new_mvs;
}

/* 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(int) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(int, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#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_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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_int64) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_int64) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int64, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#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 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_int32) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(npy_int32) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(npy_int32, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#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;
}

/* BytesContains */
                  static CYTHON_INLINE int __Pyx_BytesContains(PyObject* bytes, char character) {
    const Py_ssize_t length = PyBytes_GET_SIZE(bytes);
    char* char_start = PyBytes_AS_STRING(bytes);
    return memchr(char_start, (unsigned char)character, (size_t)length) != NULL;
}

/* CIntFromPy */
                  static CYTHON_INLINE char __Pyx_PyInt_As_char(PyObject *x) {
    const char neg_one = (char) -1, const_zero = (char) 0;
    const int is_unsigned = neg_one > const_zero;
#if PY_MAJOR_VERSION < 3
    if (likely(PyInt_Check(x))) {
        if (sizeof(char) < sizeof(long)) {
            __PYX_VERIFY_RETURN_INT(char, long, PyInt_AS_LONG(x))
        } else {
            long val = PyInt_AS_LONG(x);
            if (is_unsigned && unlikely(val < 0)) {
                goto raise_neg_overflow;
            }
            return (char) val;
        }
    } else
#endif
    if (likely(PyLong_Check(x))) {
        if (is_unsigned) {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case  1: __PYX_VERIFY_RETURN_INT(char, digit, digits[0])
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 2 * PyLong_SHIFT) {
                            return (char) (((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) >= 3 * PyLong_SHIFT) {
                            return (char) (((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0]));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, 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(char) >= 4 * PyLong_SHIFT) {
                            return (char) (((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)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 (char) -1;
                if (unlikely(result == 1))
                    goto raise_neg_overflow;
            }
#endif
            if (sizeof(char) <= sizeof(unsigned long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned long, PyLong_AsUnsignedLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(char) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } else {
#if CYTHON_USE_PYLONG_INTERNALS
            const digit* digits = ((PyLongObject*)x)->ob_digit;
            switch (Py_SIZE(x)) {
                case  0: return (char) 0;
                case -1: __PYX_VERIFY_RETURN_INT(char, sdigit, (sdigit) (-(sdigit)digits[0]))
                case  1: __PYX_VERIFY_RETURN_INT(char,  digit, +digits[0])
                case -2:
                    if (8 * sizeof(char) - 1 > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 2:
                    if (8 * sizeof(char) > 1 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 2 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                            return (char) ((((((char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -3:
                    if (8 * sizeof(char) - 1 > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, long, -(long) (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 3:
                    if (8 * sizeof(char) > 2 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 3 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, unsigned long, (((((((unsigned long)digits[2]) << PyLong_SHIFT) | (unsigned long)digits[1]) << PyLong_SHIFT) | (unsigned long)digits[0])))
                        } else if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                            return (char) ((((((((char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case -4:
                    if (8 * sizeof(char) - 1 > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, 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(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) (((char)-1)*(((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
                case 4:
                    if (8 * sizeof(char) > 3 * PyLong_SHIFT) {
                        if (8 * sizeof(unsigned long) > 4 * PyLong_SHIFT) {
                            __PYX_VERIFY_RETURN_INT(char, 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(char) - 1 > 4 * PyLong_SHIFT) {
                            return (char) ((((((((((char)digits[3]) << PyLong_SHIFT) | (char)digits[2]) << PyLong_SHIFT) | (char)digits[1]) << PyLong_SHIFT) | (char)digits[0])));
                        }
                    }
                    break;
            }
#endif
            if (sizeof(char) <= sizeof(long)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, long, PyLong_AsLong(x))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(char) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(char, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#if CYTHON_COMPILING_IN_PYPY && !defined(_PyLong_AsByteArray)
            PyErr_SetString(PyExc_RuntimeError,
                            "_PyLong_AsByteArray() not available in PyPy, cannot convert large numbers");
#else
            char val;
            PyObject *v = __Pyx_PyNumber_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 (char) -1;
        }
    } else {
        char val;
        PyObject *tmp = __Pyx_PyNumber_IntOrLong(x);
        if (!tmp) return (char) -1;
        val = __Pyx_PyInt_As_char(tmp);
        Py_DECREF(tmp);
        return val;
    }
raise_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "value too large to convert to char");
    return (char) -1;
raise_neg_overflow:
    PyErr_SetString(PyExc_OverflowError,
        "can't convert negative value to char");
    return (char) -1;
}

/* 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(unsigned PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, unsigned PY_LONG_LONG, PyLong_AsUnsignedLongLong(x))
#endif
            }
        } 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))
#ifdef HAVE_LONG_LONG
            } else if (sizeof(long) <= sizeof(PY_LONG_LONG)) {
                __PYX_VERIFY_RETURN_INT_EXC(long, PY_LONG_LONG, PyLong_AsLongLong(x))
#endif
            }
        }
        {
#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

/* 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) {
#if CYTHON_USE_TYPE_SLOTS
  PyNumberMethods *m;
#endif
  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);
#if CYTHON_USE_TYPE_SLOTS
  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
#else
  res = PyNumber_Int(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 */
